draft-ietf-rmcat-eval-test-10.txt | rfc8867.txt | |||
---|---|---|---|---|
Network Working Group Z. Sarker | Internet Engineering Task Force (IETF) Z. Sarker | |||
Internet-Draft Ericsson AB | Request for Comments: 8867 Ericsson AB | |||
Intended status: Informational V. Singh | Category: Informational V. Singh | |||
Expires: November 24, 2019 callstats.io | ISSN: 2070-1721 callstats.io | |||
X. Zhu | X. Zhu | |||
M. Ramalho | ||||
Cisco Systems | Cisco Systems | |||
May 23, 2019 | M. Ramalho | |||
AcousticComms | ||||
January 2021 | ||||
Test Cases for Evaluating RMCAT Proposals | Test Cases for Evaluating Congestion Control for Interactive Real-Time | |||
draft-ietf-rmcat-eval-test-10 | Media | |||
Abstract | Abstract | |||
The Real-time Transport Protocol (RTP) is used to transmit media in | The Real-time Transport Protocol (RTP) is used to transmit media in | |||
multimedia telephony applications. These applications are typically | multimedia telephony applications. These applications are typically | |||
required to implement congestion control. This document describes | required to implement congestion control. This document describes | |||
the test cases to be used in the performance evaluation of such | the test cases to be used in the performance evaluation of such | |||
congestion control algorithms in a controlled environment. | congestion control algorithms in a controlled environment. | |||
Status of This Memo | Status of This Memo | |||
This Internet-Draft is submitted in full conformance with the | This document is not an Internet Standards Track specification; it is | |||
provisions of BCP 78 and BCP 79. | published for informational purposes. | |||
Internet-Drafts are working documents of the Internet Engineering | ||||
Task Force (IETF). Note that other groups may also distribute | ||||
working documents as Internet-Drafts. The list of current Internet- | ||||
Drafts is at https://datatracker.ietf.org/drafts/current/. | ||||
Internet-Drafts are draft documents valid for a maximum of six months | This document is a product of the Internet Engineering Task Force | |||
and may be updated, replaced, or obsoleted by other documents at any | (IETF). It represents the consensus of the IETF community. It has | |||
time. It is inappropriate to use Internet-Drafts as reference | received public review and has been approved for publication by the | |||
material or to cite them other than as "work in progress." | Internet Engineering Steering Group (IESG). Not all documents | |||
approved by the IESG are candidates for any level of Internet | ||||
Standard; see Section 2 of RFC 7841. | ||||
This Internet-Draft will expire on November 24, 2019. | Information about the current status of this document, any errata, | |||
and how to provide feedback on it may be obtained at | ||||
https://www.rfc-editor.org/info/rfc8867. | ||||
Copyright Notice | Copyright Notice | |||
Copyright (c) 2019 IETF Trust and the persons identified as the | Copyright (c) 2021 IETF Trust and the persons identified as the | |||
document authors. All rights reserved. | document authors. All rights reserved. | |||
This document is subject to BCP 78 and the IETF Trust's Legal | This document is subject to BCP 78 and the IETF Trust's Legal | |||
Provisions Relating to IETF Documents | Provisions Relating to IETF Documents | |||
(https://trustee.ietf.org/license-info) in effect on the date of | (https://trustee.ietf.org/license-info) in effect on the date of | |||
publication of this document. Please review these documents | publication of this document. Please review these documents | |||
carefully, as they describe your rights and restrictions with respect | carefully, as they describe your rights and restrictions with respect | |||
to this document. Code Components extracted from this document must | to this document. Code Components extracted from this document must | |||
include Simplified BSD License text as described in Section 4.e of | include Simplified BSD License text as described in Section 4.e of | |||
the Trust Legal Provisions and are provided without warranty as | the Trust Legal Provisions and are provided without warranty as | |||
described in the Simplified BSD License. | described in the Simplified BSD License. | |||
Table of Contents | Table of Contents | |||
1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . 2 | 1. Introduction | |||
2. Terminology . . . . . . . . . . . . . . . . . . . . . . . . . 3 | 2. Terminology | |||
3. Structure of Test cases . . . . . . . . . . . . . . . . . . . 3 | 3. Structure of Test Cases | |||
4. Recommended Evaluation Settings . . . . . . . . . . . . . . . 8 | 4. Recommended Evaluation Settings | |||
4.1. Evaluation metrics . . . . . . . . . . . . . . . . . . . 8 | 4.1. Evaluation Metrics | |||
4.2. Path characteristics . . . . . . . . . . . . . . . . . . 8 | 4.2. Path Characteristics | |||
4.3. Media source . . . . . . . . . . . . . . . . . . . . . . 9 | 4.3. Media Source | |||
5. Basic Test Cases . . . . . . . . . . . . . . . . . . . . . . 10 | 5. Basic Test Cases | |||
5.1. Variable Available Capacity with a Single Flow . . . . . 10 | 5.1. Variable Available Capacity with a Single Flow | |||
5.2. Variable Available Capacity with Multiple Flows . . . . . 13 | 5.2. Variable Available Capacity with Multiple Flows | |||
5.3. Congested Feedback Link with Bi-directional Media Flows . 14 | 5.3. Congested Feedback Link with Bi-directional Media Flows | |||
5.4. Competing Media Flows with same Congestion Control | 5.4. Competing Media Flows with the Same Congestion Control | |||
Algorithm . . . . . . . . . . . . . . . . . . . . . . . . 17 | Algorithm | |||
5.5. Round Trip Time Fairness . . . . . . . . . . . . . . . . 19 | 5.5. Round Trip Time Fairness | |||
5.6. Media Flow Competing with a Long TCP Flow . . . . . . . . 21 | 5.6. Media Flow Competing with a Long TCP Flow | |||
5.7. Media Flow Competing with Short TCP Flows . . . . . . . . 23 | 5.7. Media Flow Competing with Short TCP Flows | |||
5.8. Media Pause and Resume . . . . . . . . . . . . . . . . . 25 | 5.8. Media Pause and Resume | |||
6. Other potential test cases . . . . . . . . . . . . . . . . . 27 | 6. Other Potential Test Cases | |||
6.1. Media Flows with Priority . . . . . . . . . . . . . . . . 27 | 6.1. Media Flows with Priority | |||
6.2. Explicit Congestion Notification Usage . . . . . . . . . 27 | 6.2. Explicit Congestion Notification Usage | |||
6.3. Multiple Bottlenecks . . . . . . . . . . . . . . . . . . 28 | 6.3. Multiple Bottlenecks | |||
7. Wireless Access Links . . . . . . . . . . . . . . . . . . . . 30 | 7. Wireless Access Links | |||
8. Security Considerations . . . . . . . . . . . . . . . . . . . 30 | 8. Security Considerations | |||
9. IANA Considerations . . . . . . . . . . . . . . . . . . . . . 30 | 9. IANA Considerations | |||
10. Acknowledgements . . . . . . . . . . . . . . . . . . . . . . 30 | 10. References | |||
11. References . . . . . . . . . . . . . . . . . . . . . . . . . 30 | 10.1. Normative References | |||
11.1. Normative References . . . . . . . . . . . . . . . . . . 30 | 10.2. Informative References | |||
11.2. Informative References . . . . . . . . . . . . . . . . . 32 | Acknowledgments | |||
Authors' Addresses . . . . . . . . . . . . . . . . . . . . . . . 32 | Authors' Addresses | |||
1. Introduction | 1. Introduction | |||
This memo describes a set of test cases for evaluating congestion | This memo describes a set of test cases for evaluating congestion | |||
control algorithm proposals in controlled environments for real-time | control algorithm proposals in controlled environments for real-time | |||
interactive media. It is based on the guidelines enumerated in | interactive media. It is based on the guidelines enumerated in | |||
[I-D.ietf-rmcat-eval-criteria] and the requirements discussed in | [RFC8868] and the requirements discussed in [RFC8836]. The test | |||
[I-D.ietf-rmcat-cc-requirements]. The test cases cover basic usage | cases cover basic usage scenarios and are described using a common | |||
scenarios and are described using a common structure, which allows | structure, which allows for additional test cases to be added to | |||
for additional test cases to be added to those described herein to | those described herein to accommodate other topologies and/or the | |||
accommodate other topologies and/or the modelling of different path | modeling of different path characteristics. The described test cases | |||
characteristics. The described test cases in this memo should be | in this memo should be used to evaluate any proposed congestion | |||
used to evaluate any proposed congestion control algorithm for real- | control algorithm for real-time interactive media. | |||
time interactive media. | ||||
2. Terminology | 2. Terminology | |||
The terminology defined in RTP [RFC3550], RTP Profile for Audio and | The terminology defined in RTP [RFC3550], RTP Profile for Audio and | |||
Video Conferences with Minimal Control [RFC3551], RTCP Extended | Video Conferences with Minimal Control [RFC3551], RTCP Extended | |||
Report (XR) [RFC3611], Extended RTP Profile for RTCP-based Feedback | Report (XR) [RFC3611], Extended RTP Profile for RTCP-based Feedback | |||
(RTP/AVPF) [RFC4585], and Support for Reduced-Size RTCP [RFC5506] | (RTP/AVPF) [RFC4585], and Support for Reduced-Size RTCP [RFC5506] | |||
apply. | applies. | |||
3. Structure of Test cases | 3. Structure of Test Cases | |||
All the test cases in this document follow a basic structure allowing | All the test cases in this document follow a basic structure allowing | |||
implementers to describe a new test scenario without repeatedly | implementers to describe a new test scenario without repeatedly | |||
explaining common attributes. The structure includes a general | explaining common attributes. The structure includes a general | |||
description section that describes the test case and its motivation. | description section that describes the test case and its motivation. | |||
Additionally the test case defines a set of attributes that | Additionally the test case defines a set of attributes that | |||
characterize the testbed, for example, the network path between | characterize the testbed, for example, the network path between | |||
communicating peers and the diverse traffic sources. | communicating peers and the diverse traffic sources. | |||
o Define the test case: | Define the test case: | |||
* General description: describes the motivation and the goals of | General description: describes the motivation and the goals of | |||
the test case. | the test case. | |||
* Expected behavior: describes the desired rate adaptation | Expected behavior: describes the desired rate adaptation | |||
behavior. | behavior. | |||
* Define a list of metrics to evaluate the desired behavior: this | List of metrics to evaluate the desired behavior: this indicates | |||
indicates the minimum set of metrics (e.g., link utilization, | the minimum set of metrics (e.g., link utilization, media | |||
media sending rate) that a proposed algorithm needs to measure | sending rate) that a proposed algorithm needs to measure to | |||
to validate the expected rate adaptation behavior. It should | validate the expected rate adaptation behavior. It should also | |||
also indicate the time granularity (e.g., averaged over 10ms, | indicate the time granularity (e.g., averaged over 10 ms, 100 | |||
100ms, or 1s) for measuring certain metrics. Typical | ms, or 1 s) for measuring certain metrics. Typical measurement | |||
measurement interval is 200ms. | interval is 200 ms. | |||
o Define testbed topology: every test case needs to define an | Define testbed topology: | |||
evaluation testbed topology. Figure 1 shows such an evaluation | ||||
topology. In this evaluation topology, S1..Sn are traffic | Every test case needs to define an evaluation testbed topology. | |||
sources. These sources generate media traffic and use the | Figure 1 shows such an evaluation topology. In this evaluation | |||
congestion control algorithm(s) under investigation. R1..Rn are | topology, S1..Sn are traffic sources. These sources generate | |||
the corresponding receivers. A test case can have one or more | media traffic and use the congestion control algorithm(s) under | |||
such traffic sources (S) and their corresponding receivers (R). | investigation. R1..Rn are the corresponding receivers. A test | |||
The path from the source to destination is denoted as "forward" | case can have one or more such traffic sources (S) and their | |||
and the path from a destination to a source is denoted as | corresponding receivers (R). The path from the source to | |||
"backward". The following basic structure of the test case has | destination is denoted as "forward", and the path from a | |||
been described from the perspective of media generating endpoints | destination to a source is denoted as "backward". The following | |||
attached on the left-hand side of Figure 1. In this setup, the | basic structure of the test case has been described from the | |||
media flows are transported in forward direction and corresponding | perspective of media-generating endpoints attached on the left- | |||
hand side of Figure 1. In this setup, the media flows are | ||||
transported in the forward direction, and the corresponding | ||||
feedback/control messages are transported in the backward | feedback/control messages are transported in the backward | |||
direction. However, it is also possible to set up the test with | direction. However, it is also possible to set up the test with | |||
media in both forward and backward directions. In that case, | media in both forward and backward directions. In that case, | |||
unless otherwise specified by the test case, it is expected that | unless otherwise specified by the test case, it is expected that | |||
the backward path does not introduce any congestion related | the backward path does not introduce any congestion-related | |||
impairments and has enough capacity to accommodate both media and | impairments and has enough capacity to accommodate both media and | |||
feedback/control messages. It should be noted that depending on | feedback/control messages. It should be noted that, depending on | |||
the test cases it is possible to have different path | the test cases, it is possible to have different path | |||
characteristics in either of the directions. | characteristics in either of the directions. | |||
+---+ +---+ | +---+ +---+ | |||
|S1 |====== \ Forward --> / =======|R1 | | |S1 |====== \ Forward --> / =======|R1 | | |||
+---+ \\ // +---+ | +---+ \\ // +---+ | |||
\\ // | \\ // | |||
+---+ +-----+ +-----+ +---+ | +---+ +-----+ +-----+ +---+ | |||
|S2 |=======| A |------------------------------>| B |=======|R2 | | |S2 |=======| A |--------------------------->| B |=======|R2 | | |||
+---+ | |<------------------------------| | +---+ | +---+ | |<---------------------------| | +---+ | |||
+-----+ +-----+ | +-----+ +-----+ | |||
(...) // \\ (...) | (...) // \\ (...) | |||
// <-- Backward \\ | // <-- Backward \\ | |||
+---+ // \\ +---+ | +---+ // \\ +---+ | |||
|Sn |====== / \ ======|Rn | | |Sn |====== / \ ======|Rn | | |||
+---+ +---+ | +---+ +---+ | |||
Figure 1: Example of A Testbed Topology | Figure 1: Example of a Testbed Topology | |||
In a testbed environment with real equipments, there may exist a | In a testbed environment with real equipment, there may exist a | |||
significant amount of unwanted traffic on the portions of the | significant amount of unwanted traffic on the portions of the | |||
network path between the endpoints. Some of this traffic may be | network path between the endpoints. Some of this traffic may be | |||
generated by other processes on the endpoints themselves (e.g., | generated by other processes on the endpoints themselves (e.g., | |||
discovery protocols) or by other endpoints not presently under | discovery protocols) or by other endpoints not presently under | |||
test. Such unwanted traffic should be removed or avoided to the | test. Such unwanted traffic should be removed or avoided to the | |||
greatest extent possible. | greatest extent possible. | |||
o Define testbed attributes: | Define testbed attributes: | |||
* Duration: defines the duration of the test in seconds. | Duration: defines the duration of the test in seconds. | |||
* Path characteristics: defines the end-to-end transport level | Path characteristics: defines the end-to-end transport level path | |||
path characteristics of the testbed for a particular test case. | characteristics of the testbed for a particular test case. Two | |||
Two sets of attributes describe the path characteristics, one | sets of attributes describe the path characteristics, one for | |||
for the forward path and the other for the backward path. The | the forward path and the other for the backward path. The path | |||
path characteristics for a particular path direction is | characteristics for a particular path direction are applicable | |||
applicable to all the Sources "S" sending traffic on that path. | to all the sources "S" sending traffic on that path. If only | |||
If only one attribute is specified, it is used for both path | one attribute is specified, it is used for both path | |||
directions, however, unless specified the reverse path has no | directions; however, unless specified the reverse path has no | |||
capacity restrictions and no path loss. | capacity restrictions and no path loss. | |||
+ Path direction: forward or backward. | Path direction: forward or backward. | |||
+ Minimum bottleneck-link capacity: defines minimum capacity | Minimum bottleneck-link capacity: defines the minimum capacity | |||
of the end-to-end path | of the end-to-end path. | |||
+ Reference bottleneck capacity: defines a reference value for | Reference bottleneck capacity: defines a reference value for | |||
the bottleneck capacity for test cases with time-varying | the bottleneck capacity for test cases with time-varying | |||
bottleneck capacities. All bottleneck capacities will be | bottleneck capacities. All bottleneck capacities will be | |||
specified as a ratio with respect to the reference capacity | specified as a ratio with respect to the reference capacity | |||
value. | value. | |||
+ One-way propagation delay: describes the end-to-end latency | One-way propagation delay: describes the end-to-end latency | |||
along the path when network queues are empty, i.e., the time | along the path when network queues are empty, i.e., the time | |||
it takes for a packet to go from the sender to the receiver | it takes for a packet to go from the sender to the receiver | |||
without encountering any queuing delay. | without encountering any queuing delay. | |||
+ Maximum end-to-end jitter: defines the maximum jitter that | Maximum end-to-end jitter: defines the maximum jitter that can | |||
can be observed along the path. | be observed along the path. | |||
+ Bottleneck queue type: for example, "tail drop" [RFC7567], | Bottleneck queue type: for example, "tail drop" [RFC7567], | |||
Flow Queue -CoDel (FQ-CoDel)[RFC8290], or Proportional | Flow Queue Controlled Delay (FQ-CoDel) [RFC8290], or | |||
Integral controller Enhanced (PIE)[RFC8033]. | Proportional Integral controller Enhanced (PIE) [RFC8033]. | |||
+ Bottleneck queue size: defines the size of queue in terms of | Bottleneck queue size: defines the size of queue in terms of | |||
queuing time when the queue is full (in milliseconds). | queuing time when the queue is full (in milliseconds). | |||
+ Path loss ratio: characterizes the non-congested, additive, | Path loss ratio: characterizes the non-congested, additive | |||
losses to be generated on the end-to-end path. This must | losses to be generated on the end-to-end path. This must | |||
describe the loss pattern or loss model used to generate the | describe the loss pattern or loss model used to generate the | |||
losses. | losses. | |||
* Application-related: defines the traffic source behavior for | Application-related: defines the traffic source behavior for | |||
implementing the test case | implementing the test case: | |||
+ Media traffic Source: defines the characteristics of the | Media traffic source: defines the characteristics of the media | |||
media sources. When using more than one media source, the | sources. When using more than one media source, the | |||
different attributes are enumerated separately for each | different attributes are enumerated separately for each | |||
different media source. | different media source. | |||
- Media type: Video/Voice | Media type: Video/Voice. | |||
- Media flow direction: forward, backward or both. | Media flow direction: forward, backward, or both. | |||
- Number of media sources: defines the total number of | Number of media sources: defines the total number of media | |||
media sources | sources. | |||
- Media codec: Constant Bit Rate (CBR) or Variable Bit Rate | Media codec: Constant Bit Rate (CBR) or Variable Bit Rate | |||
(VBR) | (VBR). | |||
- Media source behavior: describes the media encoder | Media source behavior: describes the media encoder | |||
behavior. It defines the main parameters that affect the | behavior. It defines the main parameters that affect the | |||
adaptation behavior. This may include but is not limited | adaptation behavior. This may include but is not limited | |||
to: | to the following: | |||
o Adaptability: describes the adaptation options. For | Adaptability: describes the adaptation options. For | |||
example, in the case of video it defines the following | example, in the case of video, it defines the | |||
ranges of adaptation: bit rate, frame rate, video | following ranges of adaptation: bit rate, frame rate, | |||
resolution. Similarly, in the case of voice, it | and video resolution. Similarly, in the case of | |||
defines the range of bit rate adaptation, the sampling | voice, it defines the range of bit rate adaptation, | |||
rate variation, and the variation in packetization | the sampling rate variation, and the variation in | |||
interval. | packetization interval. | |||
o Output variation : for a VBR encoder it defines the | Output variation: for a VBR encoder, it defines the | |||
encoder output variation from the average target rate | encoder output variation from the average target rate | |||
over a particular measurement interval. For example, | over a particular measurement interval. For example, | |||
on average the encoder output may vary between 5% to | on average the encoder output may vary between 5% to | |||
15% above or below the average target bit rate when | 15% above or below the average target bit rate when | |||
measured over a 100 ms time window. The time interval | measured over a 100 ms time window. The time interval | |||
over which the variation is specified must be | over which the variation is specified must be | |||
provided. | provided. | |||
o Responsiveness to a new bit rate request: the lag in | Responsiveness to a new bit rate request: the lag in | |||
time between a new bit rate request from the | time between a new bit rate request from the | |||
congestion control algorithm and actual rate changes | congestion control algorithm and actual rate changes | |||
in encoder output. Depending on the encoder, this | in encoder output. Depending on the encoder, this | |||
value may be specified in absolute time (e.g. 10ms to | value may be specified in absolute time (e.g., 10 ms | |||
1000ms) or other appropriate metric (e.g. next frame | to 1000 ms) or other appropriate metric (e.g., next | |||
interval time). | frame interval time). | |||
More detailed discussions on expected media source | More detailed discussions on expected media source | |||
behavior, including those from synthetic video traffic | behavior, including those from synthetic video traffic | |||
sources, is at [I-D.ietf-rmcat-video-traffic-model]. | sources, can be found in [RFC8593]. | |||
- Media content: describes the chosen video scenario. For | Media content: describes the chosen video scenario. For | |||
example, video test sequences are available at: | example, video test sequences are available at [xiph-seq] | |||
[xiph-seq] and [HEVC-seq]. Different video scenarios | and [HEVC-seq]. Different video scenarios give different | |||
give different distribution of video frames produced by | distributions of video frames produced by the video | |||
the video encoder. Hence, it is important to specify the | encoder. Hence, it is important to specify the media | |||
media content used in a particular test. If a synthetic | content used in a particular test. If a synthetic video | |||
video traffic souce [I-D.ietf-rmcat-video-traffic-model] | traffic source [RFC8593] is used, then the synthetic | |||
is used, then the synthetic video traffic source needs to | video traffic source needs to be configured according to | |||
configure according to the characteristics of the media | the characteristics of the media content specified. | |||
content specified. | ||||
- Media timeline: describes the point when the media source | Media timeline: describes the point when the media source | |||
is introduced and removed from the testbed. For example, | is introduced and removed from the testbed. For example, | |||
the media source may start transmitting immediately when | the media source may start transmitting immediately when | |||
the test case begins, or after a few seconds. | the test case begins, or after a few seconds. | |||
- Startup behavior: the media starts at a defined bit rate, | Startup behavior: the media starts at a defined bit rate, | |||
which may be the minimum, maximum bit rate, or a value in | which may be the minimum, maximum bit rate, or a value in | |||
between (in Kbps). | between (in Kbps). | |||
+ Competing traffic source: describes the characteristics of | Competing traffic source: describes the characteristics of the | |||
the competing traffic source, the different types of | competing traffic source, the different types of competing | |||
competing flows are enumerated in | flows are enumerated in [RFC8868]. | |||
[I-D.ietf-rmcat-eval-criteria]. | ||||
- Traffic direction: forward, backward or both. | Traffic direction: forward, backward, or both. | |||
- Type of sources: defines the types of competing traffic | Type of sources: defines the types of competing traffic | |||
sources. Types of competing traffic flows are listed in | sources. Types of competing traffic flows are listed in | |||
[I-D.ietf-rmcat-eval-criteria]. For example, the number | [RFC8868]. For example, the number of TCP flows | |||
of TCP flows connected to a web browser, the mean size | connected to a web browser, the mean size and | |||
and distribution of the content downloaded. | distribution of the content downloaded. | |||
- Number of sources: defines the total number of competing | Number of sources: defines the total number of competing | |||
sources of each media type per traffic direction. | sources of each media type per traffic direction. | |||
- Congestion control: enumerates the congestion control | Congestion control: enumerates the congestion control used | |||
used by each type of competing traffic. | by each type of competing traffic. | |||
- Traffic timeline: describes when the competing traffic | Traffic timeline: describes when the competing traffic | |||
starts and ends in the test case. | starts and ends in the test case. | |||
* Additional attributes: describes attributes essential for | Additional attributes: describes attributes essential for | |||
implementing a test case which are not included in the above | implementing a test case that are not included in the above | |||
structure. These attributes must be well defined, so that the | structure. These attributes must be well defined, so that the | |||
other implementers of that particular test case are able to | other implementers of that particular test case are able to | |||
implement it easily. | implement it easily. | |||
Any attribute can have a set of values (enclosed within "[]"). Each | Any attribute can have a set of values (enclosed within "[]"). Each | |||
member value of such a set must be treated as different value for the | member value of such a set must be treated as different value for the | |||
same attribute. It is desired to run separate tests for each such | same attribute. It is desired to run separate tests for each such | |||
attribute value. | attribute value. | |||
The test cases described in this document follow the above structure. | The test cases described in this document follow the above structure. | |||
4. Recommended Evaluation Settings | 4. Recommended Evaluation Settings | |||
This section describes recommended test case settings and could be | This section describes recommended test case settings and could be | |||
overwritten by the respective test cases. | overwritten by the respective test cases. | |||
4.1. Evaluation metrics | 4.1. Evaluation Metrics | |||
To evaluate the performance of the candidate algorithms the | To evaluate the performance of the candidate algorithms, the | |||
implementers must log enough information to visualize the following | implementers must log enough information to visualize the following | |||
metrics at a fine enough time granularity: | metrics at a fine enough time granularity: | |||
1. Flow level: | 1. Flow level: | |||
A. End-to-end delay for the congestion controlled media flow(s). | A. End-to-end delay for the congestion-controlled media flow(s). | |||
For example - end-to-end delay observed on IP packet level, | For example, end-to-end delay observed on the IP packet level | |||
video frame level. | and the video frame level. | |||
B. Variation in sending bit rate and throughput. Mainly | B. Variation in sending bit rate and throughput. Mainly | |||
observing the frequency and magnitude of oscillations. | observing the frequency and magnitude of oscillations. | |||
C. Packet losses observed at the receiving endpoint. | C. Packet losses observed at the receiving endpoint. | |||
D. Feedback message overhead. | D. Feedback message overhead. | |||
E. Convergence time - time to reach steady state for the | E. Convergence time. Time to reach steady state for the | |||
congestion controlled media flow(s). Each occurrence of | congestion-controlled media flow(s). Each occurrence of | |||
convergence during the test period need to be presented. | convergence during the test period needs to be presented. | |||
2. Transport level: | 2. Transport level: | |||
A. Bandwidth utilization. | A. Bandwidth utilization. | |||
B. Queue length (milliseconds at specified path capacity). | B. Queue length (milliseconds at specified path capacity). | |||
4.2. Path characteristics | 4.2. Path Characteristics | |||
Each path between a sender and receiver as described in Figure 1 have | Each path between a sender and receiver as described in Figure 1 has | |||
the following characteristics unless otherwise specified in the test | the following characteristics unless otherwise specified in the test | |||
case. | case: | |||
o Path direction: forward and backward. | Path direction: forward and backward. | |||
o Reference bottleneck capacity: 1Mbps. | Reference bottleneck capacity: 1 Mbps. | |||
o One-Way propagation delay: 50ms. Implementers are encouraged to | One-way propagation delay: 50 ms. Implementers are encouraged to | |||
run the experiment with additional propagation delays mentioned in | run the experiment with additional propagation delays mentioned in | |||
[I-D.ietf-rmcat-eval-criteria] | [RFC8868]. | |||
o Maximum end-to-end jitter: 30ms. Jitter models are described in | Maximum end-to-end jitter: 30 ms. Jitter models are described in | |||
[I-D.ietf-rmcat-eval-criteria] | [RFC8868]. | |||
o Bottleneck queue type: "tail drop". Implementers are encouraged | Bottleneck queue type: "tail drop". Implementers are encouraged to | |||
to run the experiment with other AQM schemes, such as FQ-CoDel and | run the experiment with other Active Queue Management (AQM) | |||
PIE. | schemes, such as FQ-CoDel and PIE. | |||
o Bottleneck queue size: 300ms. | Bottleneck queue size: 300 ms. | |||
o Path loss ratio: 0%. | Path loss ratio: 0%. | |||
Examples of additional network parameters are discussed in | Examples of additional network parameters are discussed in [RFC8868]. | |||
[I-D.ietf-rmcat-eval-criteria]. | ||||
For test cases involving time-varying bottleneck capacity, all | For test cases involving time-varying bottleneck capacity, all | |||
capacity values are specified as a ratio with respect to a reference | capacity values are specified as a ratio with respect to a reference | |||
capacity value, so as to allow flexible scaling of capacity values | capacity value, so as to allow flexible scaling of capacity values | |||
along with media source rate range. There exist two different | along with media source rate range. There exist two different | |||
mechanisms for inducing path capacity variation: a) by explicitly | mechanisms for inducing path capacity variation: a) by explicitly | |||
modifying the value of physical link capacity; or b) by introducing | modifying the value of physical link capacity, or b) by introducing | |||
background non-adaptive UDP traffic with time-varying traffic rate. | background non-adaptive UDP traffic with time-varying traffic rate. | |||
Implementers are encouraged to run the experiments with both | Implementers are encouraged to run the experiments with both | |||
mechanisms for test cases specified in Section 5.1, Section 5.2, and | mechanisms for test cases specified in Section 5.1, Section 5.2, and | |||
Section 5.3. | Section 5.3. | |||
4.3. Media source | 4.3. Media Source | |||
Unless otherwise specified, each test case will include one or more | Unless otherwise specified, each test case will include one or more | |||
media sources as described below. | media sources as described below: | |||
o Media type: Video | Media type: Video | |||
* Media codec: VBR | Media codec: VBR | |||
* Media source behavior: | Media source behavior: | |||
+ Adaptability: | Adaptability: | |||
- Bit rate range: 150 Kbps - 1.5 Mbps. In real-life | Bit rate range: 150 Kbps - 1.5 Mbps. In real-life | |||
applications the bit rate range can vary a lot depending | applications, the bit rate range can vary a lot depending | |||
on the provided service, for example, the maximum bit | on the provided service; for example, the maximum bit | |||
rate can be up to 4Mbps. However, for running tests to | rate can be up to 4 Mbps. However, for running tests to | |||
evaluate the congestion control algorithms it is more | evaluate the congestion control algorithms, it is more | |||
important to have a look at how they are reacting to | important to have a look at how they react to a certain | |||
certain amount of bandwidth change. Also it is possible | amount of bandwidth change. Also it is possible that the | |||
that the media traffic generator used in a particular | media traffic generator used in a particular simulator or | |||
simulator or testbed is not capable of generating higher | testbed is not capable of generating a higher bit rate. | |||
bit rate. Hence we have selected a suitable bit rate | Hence, we have selected a suitable bit rate range typical | |||
range typical of consumer-grade video conferencing | of consumer-grade video conferencing applications in | |||
applications in designing the test case. If a different | designing the test case. If a different bit rate range | |||
bit rate range is used in the test cases, then the end- | is used in the test cases, then the end-to-end path | |||
to-end path capacity values will also need to be scaled | capacity values will also need to be scaled accordingly. | |||
accordingly. | ||||
- Frame resolution: 144p - 720p (or 1080p). This | Frame resolution: 144p - 720p (or 1080p). This resolution | |||
resolution range is selected based on the bit rate range. | range is selected based on the bit rate range. If a | |||
If a different bit rate range is used in the test cases | different bit rate range is used in the test cases, then | |||
then the frame resolution range also need to be selected | a suitable frame resolution range also needs to be | |||
suitably. | selected. | |||
- Frame rate: 10fps - 30fps. This frame rate range is | Frame rate: 10 fps - 30 fps. This frame rate range is | |||
selected based on the bit rate range. If a different bit | selected based on the bit rate range. If a different bit | |||
rate range is used in the test cases then the frame rate | rate range is used in the test cases, then the frame rate | |||
range also need to be adjusted suitably. | range also needs to be suitably adjusted. | |||
+ Variation from target bit rate: +/-5%. Unless otherwise | Variation from target bit rate: +/-5%. Unless otherwise | |||
specified in the test case(s), bit rate variation should be | specified in the test case(s), bit rate variation should be | |||
calculated over one (1) second period of time. | calculated over a one (1) second period of time. | |||
+ Responsiveness to new bit rate request: 100ms | Responsiveness to new bit rate request: 100 ms | |||
* Media content: The media content should represent a typical | Media content: The media content should represent a typical video | |||
video conversational scenario with head and shoulder movement. | conversational scenario with head and shoulder movement. We | |||
We recommend to use Foreman video sequence[xiph-seq]. | recommend using the Foreman video sequence [xiph-seq]. | |||
* Media startup behavior: 150Kbps. It should be noted that | Media startup behavior: 150 Kbps. It should be noted that | |||
applications can use smart ways to select an optimal startup | applications can use smart ways to select an optimal startup | |||
bit rate value for a certain network condition. In such cases | bit rate value for a certain network condition. In such cases, | |||
the candidate proposals may show the effectiveness of such | the candidate proposals may show the effectiveness of such a | |||
smart approach as an additional information for the evaluation | smart approach as additional information for the evaluation | |||
process. | process. | |||
o Media type: Audio | Media type: Audio | |||
* Media codec: CBR | Media codec: CBR | |||
* Media bit rate: 20Kbps | Media bit rate: 20 Kbps | |||
5. Basic Test Cases | 5. Basic Test Cases | |||
5.1. Variable Available Capacity with a Single Flow | 5.1. Variable Available Capacity with a Single Flow | |||
In this test case the minimum bottleneck-link capacity between the | In this test case, the minimum bottleneck-link capacity between the | |||
two endpoints varies over time. This test is designed to measure the | two endpoints varies over time. This test is designed to measure the | |||
responsiveness of the candidate algorithm. This test tries to | responsiveness of the candidate algorithm. This test tries to | |||
address the requirements in [I-D.ietf-rmcat-cc-requirements], which | address the requirements in [RFC8836], which requires the algorithm | |||
requires the algorithm to adapt the flow(s) and provide lower end-to- | to adapt the flow(s) and provide lower end-to-end latency when there | |||
end latency when there exists: | exists: | |||
o an intermediate bottleneck | * an intermediate bottleneck | |||
o change in available capacity (e.g., due to interface change, | * change in available capacity (e.g., due to interface change, | |||
routing change, abrupt arrival/departure of background non- | routing change, abrupt arrival/departure of background non- | |||
adaptive traffic). | adaptive traffic) | |||
o maximum media bit rate is greater than link capacity. In this | * maximum media bit rate is greater than link capacity. In this | |||
case, when the application tries to ramp up to its maximum bit | case, when the application tries to ramp up to its maximum bit | |||
rate, since the link capacity is limited to a value lower, the | rate, since the link capacity is limited to a lower value, the | |||
congestion control scheme is expected to stabilize the sending bit | congestion control scheme is expected to stabilize the sending bit | |||
rate close to the available bottleneck capacity. | rate close to the available bottleneck capacity. | |||
It should be noted that the exact variation in available capacity due | It should be noted that the exact variation in available capacity due | |||
to any of the above depends on the underlying technologies. Hence, | to any of the above depends on the underlying technologies. Hence, | |||
we describe a set of known factors, which may be extended to devise a | we describe a set of known factors, which may be extended to devise a | |||
more specific test case targeting certain behaviors in a certain | more specific test case targeting certain behaviors in a certain | |||
network environment. | network environment. | |||
Expected behavior: the candidate algorithm is expected to detect the | Expected behavior: The candidate algorithm is expected to detect the | |||
path capacity constraint, converge to the bottleneck link's capacity | path capacity constraint, converge to the bottleneck link's | |||
and adapt the flow to avoid unwanted media rate oscillation when the | capacity, and adapt the flow to avoid unwanted media rate | |||
sending bit rate is approaching the bottleneck link's capacity. Such | oscillation when the sending bit rate is approaching the | |||
oscillations might occur when the media flow(s) attempts to reach its | bottleneck link's capacity. Such oscillations might occur when | |||
maximum bit rate but overshoots the usage of the available bottleneck | the media flow(s) attempts to reach its maximum bit rate but | |||
capacity then to rectify, it reduces the bit rate and starts to ramp | overshoots the usage of the available bottleneck capacity, then to | |||
up again. | rectify, it reduces the bit rate and starts to ramp up again. | |||
Evaluation metrics : as described in Section 4.1. | Evaluation metrics: As described in Section 4.1. | |||
Testbed topology: One media source S1 is connected to the | Testbed topology: One media source S1 is connected to the | |||
corresponding R1. The media traffic is transported over the forward | corresponding R1. The media traffic is transported over the | |||
path and corresponding feedback/control traffic is transported over | forward path and corresponding feedback/control traffic is | |||
the backward path. | transported over the backward path. | |||
Forward --> | Forward --> | |||
+---+ +-----+ +-----+ +---+ | +---+ +-----+ +-----+ +---+ | |||
|S1 |=======| A |------------------------------>| B |=======|R1 | | |S1 |=======| A |------------------------------>| B |=======|R1 | | |||
+---+ | |<------------------------------| | +---+ | +---+ | |<------------------------------| | +---+ | |||
+-----+ +-----+ | +-----+ +-----+ | |||
<-- Backward | <-- Backward | |||
Figure 2: Testbed Topology for Limited Link Capacity | Figure 2: Testbed Topology for Limited Link Capacity | |||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 100s | Test duration: 100 s | |||
o Path characteristics: as described in Section 4.2 | Path characteristics: as described in Section 4.2 | |||
o Application-related: | Application-related: | |||
* Media Traffic: | Media Traffic: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: forward. | Media direction: forward | |||
- Number of media sources: one (1) | Number of media sources: one (1) | |||
- Media timeline: | Media timeline: | |||
o Start time: 0s. | Start time: 0 s | |||
o End time: 99s. | End time: 99 s | |||
+ Media type: Audio | Media type: Audio | |||
- Media direction: forward. | Media direction: forward | |||
- Number of media sources: one (1) | Number of media sources: one (1) | |||
- Media timeline: | Media timeline: | |||
o Start time: 0s. | Start time: 0 s | |||
o End time: 99s. | End time: 99 s | |||
* Competing traffic: | Competing traffic: | |||
+ Number of sources : zero (0) | Number of sources: zero (0) | |||
o Test Specific Information: | Test-specific information: | |||
* One-way propagation delay: [ 50 ms, 100 ms]. on the forward | One-way propagation delay: [50 ms, 100 ms]. On the forward path | |||
path direction | direction. | |||
* This test uses bottleneck path capacity variation as listed in | This test uses bottleneck path capacity variation as listed in | |||
Table 1 | Table 1. | |||
* When using background non-adaptive UDP traffic to induce time- | When using background non-adaptive UDP traffic to induce a time- | |||
varying bottleneck , the physical path capacity remains at | varying bottleneck, the physical path capacity remains at 4 Mbps, | |||
4Mbps and the UDP traffic source rate changes over time as (4 - | and the UDP traffic source rate changes over time as (4 - (Y x | |||
(Y x r)), where r is the Reference bottleneck capacity in Mbps | r)), where r is the Reference bottleneck capacity in Mbps, and Y | |||
and Y is the path capacity ratio specified in Table 1 | is the path capacity ratio specified in Table 1. | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| Variation pattern | Path | Start | Path capacity | | | Variation pattern index | Path direction | Start | Path capacity | | |||
| index | direction | time | ratio | | | | | time | ratio | | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| One | Forward | 0s | 1.0 | | | One | Forward | 0 s | 1.0 | | |||
| Two | Forward | 40s | 2.5 | | +-------------------------+----------------+-------+---------------+ | |||
| Three | Forward | 60s | 0.6 | | | Two | Forward | 40 s | 2.5 | | |||
| Four | Forward | 80s | 1.0 | | +-------------------------+----------------+-------+---------------+ | |||
+--------------------+--------------+-----------+-------------------+ | | Three | Forward | 60 s | 0.6 | | |||
+-------------------------+----------------+-------+---------------+ | ||||
| Four | Forward | 80 s | 1.0 | | ||||
+-------------------------+----------------+-------+---------------+ | ||||
Table 1: Path capacity variation pattern for forward direction | Table 1: Path Capacity Variation Pattern for the Forward Direction | |||
5.2. Variable Available Capacity with Multiple Flows | 5.2. Variable Available Capacity with Multiple Flows | |||
This test case is similar to Section 5.1. However in addition this | This test case is similar to Section 5.1. However, this test will | |||
test will also consider persistent network load due to competing | also consider persistent network load due to competing traffic. | |||
traffic. | ||||
Expected behavior: the candidate algorithm is expected to detect the | Expected behavior: The candidate algorithm is expected to detect the | |||
variation in available capacity and adapt the media stream(s) | variation in available capacity and adapt the media stream(s) | |||
accordingly. The flows stabilize around their maximum bit rate as | accordingly. The flows stabilize around their maximum bit rate as | |||
the maximum link capacity is large enough to accommodate the flows. | the maximum link capacity is large enough to accommodate the | |||
When the available capacity drops, the flows adapt by decreasing | flows. When the available capacity drops, the flows adapt by | |||
their sending bit rate, and when congestion disappears, the flows are | decreasing their sending bit rate, and when congestion disappears, | |||
again expected to ramp up. | the flows are again expected to ramp up. | |||
Evaluation metrics : as described in Section 4.1. | Evaluation metrics: As described in Section 4.1. | |||
Testbed Topology: Two (2) media sources S1 and S2 are connected to | Testbed topology: Two (2) media sources S1 and S2 are connected to | |||
their corresponding destinations R1 and R2. The media traffic is | their corresponding destinations R1 and R2. The media traffic is | |||
transported over the forward path and corresponding feedback/control | transported over the forward path and corresponding feedback/ | |||
traffic is transported over the backward path. | control traffic is transported over the backward path. | |||
+---+ +---+ | +---+ +---+ | |||
|S1 |===== \ / =======|R1 | | |S1 |===== \ / =======|R1 | | |||
+---+ \\ Forward --> // +---+ | +---+ \\ Forward --> // +---+ | |||
\\ // | \\ // | |||
+-----+ +-----+ | +-----+ +-----+ | |||
| A |------------------------------>| B | | | A |------------------------------>| B | | |||
| |<------------------------------| | | | |<------------------------------| | | |||
+-----+ +-----+ | +-----+ +-----+ | |||
// \\ | // \\ | |||
// <-- Backward \\ | // <-- Backward \\ | |||
+---+ // \\ +---+ | +---+ // \\ +---+ | |||
|S2 |====== / \ ======|R2 | | |S2 |====== / \ ======|R2 | | |||
+---+ +---+ | +---+ +---+ | |||
Figure 3: Testbed Topology for Variable Available Capacity | Figure 3: Testbed Topology for Variable Available Capacity | |||
Testbed attributes: | ||||
Testbed attributes are similar as described in Section 5.1 except the | Testbed attributes: Testbed attributes are similar to those | |||
test specific capacity variation setup. | described in Section 5.1, except for the test-specific capacity | |||
variation setup. | ||||
Test Specific Information: This test uses path capacity variation as | Test-specific information: This test uses path capacity variation as | |||
listed in Table 2 with a corresponding end time of 125 seconds. The | listed in Table 2 with a corresponding end time of 125 seconds. | |||
reference bottleneck capacity is 2Mbps. When using background non- | The reference bottleneck capacity is 2 Mbps. When using | |||
adaptive UDP traffic to induce time-varying bottleneck for congestion | background non-adaptive UDP traffic to induce time-varying | |||
controlled media flows, the physical path capacity is 4Mbps and the | bottleneck for congestion-controlled media flows, the physical | |||
UDP traffic source rate changes over time as (4 - (Y x r)), where r | path capacity is 4 Mbps, and the UDP traffic source rate changes | |||
is the Reference bottleneck capacity in Mbps and Y is the path | over time as (4 - (Y x r)), where r is the Reference bottleneck | |||
capacity ratio specified in Table 2. | capacity in Mbps, and Y is the path capacity ratio specified in | |||
Table 2. | ||||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| Variation pattern | Path | Start | Path capacity | | | Variation pattern index | Path direction | Start | Path capacity | | |||
| index | direction | time | ratio | | | | | time | ratio | | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| One | Forward | 0s | 2.0 | | | One | Forward | 0 s | 2.0 | | |||
| Two | Forward | 25s | 1.0 | | +-------------------------+----------------+-------+---------------+ | |||
| Three | Forward | 50s | 1.75 | | | Two | Forward | 25 s | 1.0 | | |||
| Four | Forward | 75s | 0.5 | | +-------------------------+----------------+-------+---------------+ | |||
| Five | Forward | 100s | 1.0 | | | Three | Forward | 50 s | 1.75 | | |||
+--------------------+--------------+-----------+-------------------+ | +-------------------------+----------------+-------+---------------+ | |||
| Four | Forward | 75 s | 0.5 | | ||||
+-------------------------+----------------+-------+---------------+ | ||||
| Five | Forward | 100 s | 1.0 | | ||||
+-------------------------+----------------+-------+---------------+ | ||||
Table 2: Path capacity variation pattern for forward direction | Table 2: Path Capacity Variation Pattern for the Forward Direction | |||
5.3. Congested Feedback Link with Bi-directional Media Flows | 5.3. Congested Feedback Link with Bi-directional Media Flows | |||
Real-time interactive media uses RTP hence it is assumed that RTCP, | Real-time interactive media uses RTP; hence it is assumed that RTCP, | |||
RTP header extension or such would be used by the congestion control | RTP header extension, or such would be used by the congestion control | |||
algorithm in the backchannel. Due to the asymmetric nature of the | algorithm in the back channel. Due to the asymmetric nature of the | |||
link between communicating peers it is possible for a participating | link between communicating peers, it is possible for a participating | |||
peer to not receive such feedback information due to an impaired or | peer to not receive such feedback information due to an impaired or | |||
congested backchannel (even when the forward channel might not be | congested back channel (even when the forward channel might not be | |||
impaired). This test case is designed to observe the candidate | impaired). This test case is designed to observe the candidate | |||
congestion control behavior in such an event. | congestion control behavior in such an event. | |||
Expected behavior: It is expected that the candidate algorithms are | Expected behavior: It is expected that the candidate algorithms are | |||
able to cope with the lack of feedback information and adapt to | able to cope with the lack of feedback information and to adapt to | |||
minimize the performance degradation of media flows in the forward | minimize the performance degradation of media flows in the forward | |||
channel. | channel. | |||
It should be noted that for this test case: logs are compared with | It should be noted that for this test case, logs are compared with | |||
the reference case, i.e, when the backward channel has no | the reference case, i.e., when the backward channel has no | |||
impairments. | impairments. | |||
Evaluation metrics : as described in Section 4.1. | Evaluation metrics: As described in Section 4.1. | |||
Testbed topology: One (1) media source S1 is connected to | Testbed topology: One (1) media source S1 is connected to | |||
corresponding R1, but both endpoints are additionally receiving and | corresponding R1, but both endpoints are additionally receiving | |||
sending data, respectively. The media traffic (S1->R1) is | and sending data, respectively. The media traffic (S1->R1) is | |||
transported over the forward path and corresponding feedback/control | transported over the forward path, and the corresponding feedback/ | |||
traffic is transported over the backward path. Likewise media | control traffic is transported over the backward path. Likewise, | |||
traffic (S2->R2) is transported over the backward path and | media traffic (S2->R2) is transported over the backward path, and | |||
corresponding feedback/control traffic is transported over the | the corresponding feedback/control traffic is transported over the | |||
forward path. | forward path. | |||
+---+ +---+ | +---+ +---+ | |||
|S1 |===== \ Forward --> / =======|R1 | | |S1 |====== \ Forward --> / =======|R1 | | |||
+---+ \\ // +---+ | +---+ \\ // +---+ | |||
\\ // | \\ // | |||
+-----+ +-----+ | +-----+ +-----+ | |||
| A |------------------------------>| B | | | A |------------------------------>| B | | |||
| |<------------------------------| | | | |<------------------------------| | | |||
+-----+ +-----+ | +-----+ +-----+ | |||
// \\ | // \\ | |||
// <-- Backward \\ | // <-- Backward \\ | |||
+---+ // \\ +---+ | +---+ // \\ +---+ | |||
|R2 |===== / \ ======|S2 | | |R2 |===== / \ ======|S2 | | |||
+---+ +---+ | +---+ +---+ | |||
Figure 4: Testbed Topology for Congested Feedback Link | Figure 4: Testbed Topology for Congested Feedback Link | |||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 100s | Test duration: 100 s | |||
o Path characteristics: | Path characteristics: | |||
* Reference bottleneck capacity: 1Mbps. | Reference bottleneck capacity: 1 Mbps | |||
o Application-related: | Application-related: | |||
* Media Source: | Media source: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: forward and backward | Media direction: forward and backward | |||
- Number of media sources: two (2) | Number of media sources: two (2) | |||
- Media timeline: | Media timeline: | |||
o Start time: 0s. | Start time: 0 s | |||
o End time: 99s. | End time: 99 s | |||
+ Media type: Audio | Media type: Audio | |||
- Media direction: forward and backward | Media direction: forward and backward | |||
- Number of media sources: two (2) | Number of media sources: two (2) | |||
- Media timeline: | Media timeline: | |||
o Start time: 0s. | Start time: 0 s | |||
o End time: 99s. | End time: 99 s | |||
* Competing traffic: | Competing traffic: | |||
+ Number of sources : zero (0) | Number of sources: zero (0) | |||
o Test Specific Information: this test uses path capacity variations | Test-specific information: This test uses path capacity variations | |||
to create congested feedback link. Table 3 lists the variation | to create a congested feedback link. Table 3 lists the variation | |||
patterns applied to the forward path and Table 4 lists the | patterns applied to the forward path, and Table 4 lists the | |||
variation patterns applied to the backward path. When using | variation patterns applied to the backward path. When using | |||
background non-adaptive UDP traffic to induce time-varying | background non-adaptive UDP traffic to induce a time-varying | |||
bottleneck for congestion controlled media flows, the physical | bottleneck for congestion-controlled media flows, the physical | |||
path capacity is 4Mbps for both directions and the UDP traffic | path capacity is 4 Mbps for both directions, and the UDP traffic | |||
source rate changes over time as (4-x)Mbps in each direction, | source rate changes over time as (4-x) Mbps in each direction, | |||
where x is the bottleneck capacity specified in Table 4. | where x is the bottleneck capacity specified in Table 4. | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| Variation pattern | Path | Start | Path capacity | | | Variation pattern index | Path direction | Start | Path capacity | | |||
| index | direction | time | ratio | | | | | time | ratio | | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| One | Forward | 0s | 2.0 | | | One | Forward | 0 s | 2.0 | | |||
| Two | Forward | 20s | 1.0 | | +-------------------------+----------------+-------+---------------+ | |||
| Three | Forward | 40s | 0.5 | | | Two | Forward | 20 s | 1.0 | | |||
| Four | Forward | 60s | 2.0 | | +-------------------------+----------------+-------+---------------+ | |||
+--------------------+--------------+-----------+-------------------+ | | Three | Forward | 40 s | 0.5 | | |||
+-------------------------+----------------+-------+---------------+ | ||||
| Four | Forward | 60 s | 2.0 | | ||||
+-------------------------+----------------+-------+---------------+ | ||||
Table 3: Path capacity variation pattern for forward direction | Table 3: Path Capacity Variation Pattern for the Forward Direction | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| Variation pattern | Path | Start | Path capacity | | | Variation pattern index | Path direction | Start | Path capacity | | |||
| index | direction | time | ratio | | | | | time | ratio | | |||
+--------------------+--------------+-----------+-------------------+ | +=========================+================+=======+===============+ | |||
| One | Backward | 0s | 2.0 | | | One | Backward | 0 s | 2.0 | | |||
| Two | Backward | 35s | 0.8 | | +-------------------------+----------------+-------+---------------+ | |||
| Three | Backward | 70s | 2.0 | | | Two | Backward | 35 s | 0.8 | | |||
+--------------------+--------------+-----------+-------------------+ | +-------------------------+----------------+-------+---------------+ | |||
| Three | Backward | 70 s | 2.0 | | ||||
+-------------------------+----------------+-------+---------------+ | ||||
Table 4: Path capacity variation pattern for backward direction | Table 4: Path Capacity Variation Pattern for the Backward Direction | |||
5.4. Competing Media Flows with same Congestion Control Algorithm | 5.4. Competing Media Flows with the Same Congestion Control Algorithm | |||
In this test case, more than one media flow share the bottleneck link | In this test case, more than one media flow share the bottleneck | |||
and each of them uses the same congestion control algorithm. This is | link, and each of them uses the same congestion control algorithm. | |||
a typical scenario where a real-time interactive application sends | This is a typical scenario where a real-time interactive application | |||
more than one media flow to the same destination and these flows are | sends more than one media flow to the same destination, and these | |||
multiplexed over the same port. In such a scenario it is likely that | flows are multiplexed over the same port. In such a scenario, it is | |||
the flows will be routed via the same path and need to share the | likely that the flows will be routed via the same path and need to | |||
available bandwidth amongst themselves. For the sake of simplicity | share the available bandwidth amongst themselves. For the sake of | |||
it is assumed that there are no other competing traffic sources in | simplicity, it is assumed that there are no other competing traffic | |||
the bottleneck link and that there is sufficient capacity to | sources in the bottleneck link and that there is sufficient capacity | |||
accommodate all the flows individually. While this appears to be a | to accommodate all the flows individually. While this appears to be | |||
variant of the test case defined in Section 5.2, it focuses on the | a variant of the test case defined in Section 5.2, it focuses on the | |||
capacity sharing aspect of the candidate algorithm. The previous | capacity-sharing aspect of the candidate algorithm. The previous | |||
test case, on the other hand, measures adaptability, stability, and | test case, on the other hand, measures adaptability, stability, and | |||
responsiveness of the candidate algorithm. | responsiveness of the candidate algorithm. | |||
Expected behavior: It is expected that the competing flows will | Expected behavior: It is expected that the competing flows will | |||
converge to an optimum bit rate to accommodate all the flows with | converge to an optimum bit rate to accommodate all the flows with | |||
minimum possible latency and loss. Specifically, the test introduces | minimum possible latency and loss. Specifically, the test | |||
three media flows at different time instances, when the second flow | introduces three media flows at different time instances. When | |||
appears there should still be room to accommodate another flow on the | the second flow appears, there should still be room to accommodate | |||
bottleneck link. Lastly, when the third flow appears the bottleneck | another flow on the bottleneck link. Lastly, when the third flow | |||
link should be saturated. | appears, the bottleneck link should be saturated. | |||
Evaluation metrics : as described in Section 4.1. | Evaluation metrics: As described in Section 4.1. | |||
Testbed topology: Three media sources S1, S2, S3 are connected to R1, | Testbed topology: Three media sources S1, S2, and S3 are connected | |||
R2, R3 respectively. The media traffic is transported over the | to R1, R2, and R3, respectively. The media traffic is transported | |||
forward path and corresponding feedback/control traffic is | over the forward path, and the corresponding feedback/control | |||
transported over the backward path. | traffic is transported over the backward path. | |||
+---+ +---+ | +---+ +---+ | |||
|S1 |===== \ Forward --> / =======|R1 | | |S1 |===== \ Forward --> / =======|R1 | | |||
+---+ \\ // +---+ | +---+ \\ // +---+ | |||
\\ // | \\ // | |||
+---+ +-----+ +-----+ +---+ | +---+ +-----+ +-----+ +---+ | |||
|S2 |=======| A |------------------------------>| B |=======|R2 | | |S2 |=======| A |------------------------------>| B |=======|R2 | | |||
+---+ | |<------------------------------| | +---+ | +---+ | |<------------------------------| | +---+ | |||
+-----+ +-----+ | +-----+ +-----+ | |||
// <-- Backward \\ | // <-- Backward \\ | |||
+---+ // \\ +---+ | +---+ // \\ +---+ | |||
|S3 |===== / \ ======|R3 | | |S3 |===== / \ ======|R3 | | |||
+---+ +---+ | +---+ +---+ | |||
Figure 5: Testbed Topology for Multiple congestion controlled media | Figure 5: Testbed Topology for Multiple Congestion-Controlled | |||
Flows | Media Flows | |||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 120s | Test duration: 120 s | |||
o Path characteristics: | Path characteristics: | |||
* Reference bottleneck capacity: 3.5Mbps | Reference bottleneck capacity: 3.5 Mbps | |||
* Path capacity ratio: 1.0 | Path capacity ratio: 1.0 | |||
o Application-related: | Application-related: | |||
* Media Source: | Media Source: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: forward. | Media direction: forward | |||
- Number of media sources: three (3) | Number of media sources: three (3) | |||
- Media timeline: new media flows are added sequentially, | Media timeline: New media flows are added sequentially, | |||
at short time intervals. See test specific setup below. | at short time intervals. See the test-specific setup | |||
below. | ||||
+ Media type: Audio | Media type: Audio | |||
- Media direction: forward. | ||||
- Number of media sources: three (3) | Media direction: forward | |||
- Media timeline: new media flows are added sequentially, | Number of media sources: three (3) | |||
at short time intervals. See test specific setup below. | ||||
* Competing traffic: | Media timeline: New media flows are added sequentially, | |||
at short time intervals. See the test-specific setup | ||||
below. | ||||
+ Number of sources : zero (0) | Competing traffic: | |||
o Test Specific Information: Table 5 defines the media timeline for | Number of sources: zero (0) | |||
both media type. | ||||
+---------+------------+------------+----------+ | Test-specific information: Table 5 defines the media timeline for | |||
both media types. | ||||
+=========+============+============+==========+ | ||||
| Flow ID | Media type | Start time | End time | | | Flow ID | Media type | Start time | End time | | |||
+=========+============+============+==========+ | ||||
| 1 | Video | 0 s | 119 s | | ||||
+---------+------------+------------+----------+ | +---------+------------+------------+----------+ | |||
| 1 | Video | 0s | 119s | | | 2 | Video | 20 s | 119 s | | |||
| 2 | Video | 20s | 119s | | +---------+------------+------------+----------+ | |||
| 3 | Video | 40s | 119s | | | 3 | Video | 40 s | 119 s | | |||
| 4 | Audio | 0s | 119s | | +---------+------------+------------+----------+ | |||
| 5 | Audio | 20s | 119s | | | 4 | Audio | 0 s | 119 s | | |||
| 6 | Audio | 40s | 119s | | +---------+------------+------------+----------+ | |||
| 5 | Audio | 20 s | 119 s | | ||||
+---------+------------+------------+----------+ | ||||
| 6 | Audio | 40 s | 119 s | | ||||
+---------+------------+------------+----------+ | +---------+------------+------------+----------+ | |||
Table 5: Media Timeline for Video and Audio media sources | Table 5: Media Timelines for Video and Audio | |||
Media Sources | ||||
5.5. Round Trip Time Fairness | 5.5. Round Trip Time Fairness | |||
In this test case, multiple media flows share the bottleneck link, | In this test case, multiple media flows share the bottleneck link, | |||
but the one-way propagation delay for each flow is different. For | but the one-way propagation delay for each flow is different. For | |||
the sake of simplicity it is assumed that there are no other | the sake of simplicity, it is assumed that there are no other | |||
competing traffic sources in the bottleneck link and that there is | competing traffic sources in the bottleneck link and that there is | |||
sufficient capacity to accommodate all the flows. While this appears | sufficient capacity to accommodate all the flows. While this appears | |||
to be a variant of test case 5.2, it focuses on the capacity sharing | to be a variant of test case 5.2 (Section 5.2), it focuses on the | |||
aspect of the candidate algorithm under different RTTs. | capacity-sharing aspect of the candidate algorithm under different | |||
RTTs. | ||||
Expected behavior: It is expected that the competing flows will | Expected behavior: It is expected that the competing flows will | |||
converge to bit rates to accommodate all the flows with minimum | converge to bit rates to accommodate all the flows with minimum | |||
possible latency and loss. The effectiveness of the algorithm | possible latency and loss. The effectiveness of the algorithm | |||
depends on how fast and fairly the competing flows converge to their | depends on how fast and fairly the competing flows converge to | |||
steady states irrespective of the RTT observed. | their steady states irrespective of the RTT observed. | |||
Evaluation metrics : as described in Section 4.1. | Evaluation metrics: As described in Section 4.1. | |||
Testbed Topology: Five (5) media sources S1,S2,..,S5 are connected to | Testbed topology: Five (5) media sources S1..S5 are connected to | |||
their corresponding media sinks R1,R2,..,R5. The media traffic is | their corresponding media sinks R1..R5. The media traffic is | |||
transported over the forward path and corresponding feedback/control | transported over the forward path, and the corresponding feedback/ | |||
traffic is transported over the backward path. The topology is the | control traffic is transported over the backward path. The | |||
same as in Section 5.4. | topology is the same as in Section 5.4. | |||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 300s | Test duration: 300 s | |||
o Path characteristics: | Path characteristics: | |||
* Reference bottleneck capacity: 4Mbps | Reference bottleneck capacity: 4 Mbps | |||
* Path capacity ratio: 1.0 | Path capacity ratio: 1.0 | |||
* One-Way propagation delay for each flow: 10ms for S1-R1, 25ms | One-way propagation delay for each flow: 10 ms for S1-R1, 25 | |||
for S2-R2, 50ms for S3-R3, 100ms for S4-R4, and 150ms S5-R5. | ms for S2-R2, 50 ms for S3-R3, 100 ms for S4-R4, and 150 ms | |||
S5-R5. | ||||
o Application-related: | Application-related: | |||
* Media Source: | Media source: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: forward | Media direction: forward | |||
- Number of media sources: five (5) | Number of media sources: five (5) | |||
- Media timeline: new media flows are added sequentially, | Media timeline: New media flows are added sequentially, | |||
at short time intervals. See test specific setup below. | at short time intervals. See the test-specific setup | |||
below. | ||||
+ Media type: Audio | Media type: Audio | |||
- Media direction: forward. | Media direction: forward | |||
- Number of media sources: five (5) | Number of media sources: five (5) | |||
- Media timeline: new media flows are added sequentially, | Media timeline: New media flows are added sequentially, | |||
at short time intervals. See test specific setup below. | at short time intervals. See the test-specific setup | |||
below. | ||||
* Competing traffic: | Competing traffic: | |||
+ Number of sources : zero (0) | Number of sources: zero (0) | |||
o Test Specific Information: Table 6 defines the media timeline for | Test-specific information: Table 6 defines the media timeline for | |||
both media type. | both media types. | |||
+=========+============+============+==========+ | ||||
| Flow ID | Media type | Start time | End time | | ||||
+=========+============+============+==========+ | ||||
| 1 | Video | 0 s | 299 s | | ||||
+---------+------------+------------+----------+ | +---------+------------+------------+----------+ | |||
| Flow IF | Media type | Start time | End time | | | 2 | Video | 10 s | 299 s | | |||
+---------+------------+------------+----------+ | +---------+------------+------------+----------+ | |||
| 1 | Video | 0s | 299s | | | 3 | Video | 20 s | 299 s | | |||
| 2 | Video | 10s | 299s | | +---------+------------+------------+----------+ | |||
| 3 | Video | 20s | 299s | | | 4 | Video | 30 s | 299 s | | |||
| 4 | Video | 30s | 299s | | +---------+------------+------------+----------+ | |||
| 5 | Video | 40s | 299s | | | 5 | Video | 40 s | 299 s | | |||
| 6 | Audio | 0 | 299s | | +---------+------------+------------+----------+ | |||
| 7 | Audio | 10s | 299s | | | 6 | Audio | 0 s | 299 s | | |||
| 8 | Audio | 20s | 299s | | +---------+------------+------------+----------+ | |||
| 9 | Audio | 30s | 299s | | | 7 | Audio | 10 s | 299 s | | |||
| 10 | Audio | 40s | 299s | | +---------+------------+------------+----------+ | |||
| 8 | Audio | 20 s | 299 s | | ||||
+---------+------------+------------+----------+ | ||||
| 9 | Audio | 30 s | 299 s | | ||||
+---------+------------+------------+----------+ | ||||
| 10 | Audio | 40 s | 299 s | | ||||
+---------+------------+------------+----------+ | +---------+------------+------------+----------+ | |||
Table 6: Media Timeline for Video and Audio media sources | Table 6: Media Timeline for Video and Audio | |||
Media Sources | ||||
5.6. Media Flow Competing with a Long TCP Flow | 5.6. Media Flow Competing with a Long TCP Flow | |||
In this test case, one or more media flows share the bottleneck link | In this test case, one or more media flows share the bottleneck link | |||
with at least one long lived TCP flow. Long lived TCP flows download | with at least one long-lived TCP flow. Long-lived TCP flows download | |||
data throughout the session and are expected to have infinite amount | data throughout the session and are expected to have infinite amount | |||
of data to send and receive. This is a scenario where a multimedia | of data to send and receive. This is a scenario where a multimedia | |||
application co-exists with a large file download. The test case | application coexists with a large file download. The test case | |||
measures the adaptivity of the candidate algorithm to competing | measures the adaptivity of the candidate algorithm to competing | |||
traffic. It addresses the requirement 3 in | traffic. It addresses requirement 3 in Section 2 of [RFC8836]. | |||
[I-D.ietf-rmcat-cc-requirements]. | ||||
Expected behavior: depending on the convergence observed in test case | Expected behavior: Depending on the convergence observed in test | |||
5.1 and 5.2, the candidate algorithm may be able to avoid congestion | cases 5.1 and 5.2, the candidate algorithm may be able to avoid | |||
collapse. In the worst case, the media stream will fall to the | congestion collapse. In the worst case, the media stream will | |||
minimum media bit rate. | fall to the minimum media bit rate. | |||
Evaluation metrics : following metrics in addition to as described in | Evaluation metrics: Includes the following metrics in addition to | |||
Section 4.1. | those described in Section 4.1: | |||
1. Flow level: | 1. Flow level: | |||
A. TCP throughput. | a. TCP throughput | |||
B. Loss for the TCP flow | b. Loss for the TCP flow | |||
Testbed topology: One (1) media source S1 is connected to the | Testbed topology: One (1) media source S1 is connected to the | |||
corresponding media sink, R1. In addition, there is a long-live TCP | corresponding media sink, R1. In addition, there is a long-lived | |||
flow sharing the same bottleneck link. The media traffic is | TCP flow sharing the same bottleneck link. The media traffic is | |||
transported over the forward path and corresponding feedback/control | transported over the forward path, and the corresponding feedback/ | |||
traffic is transported over the backward path. The TCP traffic goes | control traffic is transported over the backward path. The TCP | |||
over the forward path from, S_tcp with acknowledgment packets go over | traffic goes over the forward path from S_tcp with acknowledgment | |||
the backward path from, R_tcp. | packets going over the backward path from R_tcp. | |||
+--+ +--+ | +--+ +--+ | |||
|S1|===== \ Forward --> / =====|R1| | |S1|===== \ Forward --> / =====|R1| | |||
+--+ \\ // +--+ | +--+ \\ // +--+ | |||
\\ // | \\ // | |||
+-----+ +-----+ | +-----+ +-----+ | |||
| A |---------------------------->| B | | | A |---------------------------->| B | | |||
| |<----------------------------| | | | |<----------------------------| | | |||
+-----+ +-----+ | +-----+ +-----+ | |||
// <-- Backward \\ | // <-- Backward \\ | |||
+-----+ // \\ +-----+ | +-----+ // \\ +-----+ | |||
|S_tcp|=== / \ ===|R_tcp| | |S_tcp|=== / \ ===|R_tcp| | |||
+-----+ +-----+ | +-----+ +-----+ | |||
Figure 6: Testbed Topology for TCP vs congestion controlled media | Figure 6: Testbed Topology for TCP vs Congestion-Controlled Media | |||
Flows | Flows | |||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 120s | Test duration: 120 s | |||
o Path characteristics: | Path characteristics: | |||
* Reference bottleneck capacity: 2Mbps | Reference bottleneck capacity: 2 Mbps | |||
* Path capacity ratio: 1.0 | Path capacity ratio: 1.0 | |||
* Bottleneck queue size: [300ms, 1000ms] | Bottleneck queue size: [300 ms, 1000 ms] | |||
o Application-related: | Application-related: | |||
* Media Source: | Media source: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: forward | Media direction: forward | |||
- Number of media sources: one (1) | Number of media sources: one (1) | |||
- Media timeline: | Media timeline: | |||
o Start time: 5s. | Start time: 5 s | |||
o End time: 119s. | End time: 119 s | |||
+ Media type: Audio | Media type: Audio | |||
- Media direction: forward | ||||
- Number of media sources: one (1) | Media direction: forward | |||
- Media timeline: | Number of media sources: one (1) | |||
o Start time: 5s. | Media timeline: | |||
o End time: 119s. | Start time: 5 s | |||
* Additionally, implementers are encouraged to run the experiment | End time: 119 s | |||
with multiple media sources. | ||||
* Competing traffic: | Additionally, implementers are encouraged to run the | |||
experiment with multiple media sources. | ||||
+ Number and Types of sources : one (1) and long-lived TCP | Competing traffic: | |||
+ Traffic direction : forward | Number and types of sources: one (1) and long-lived TCP | |||
+ Congestion control: default TCP congestion control[RFC5681]. | Traffic direction: forward | |||
Implementers are also encouraged to run the experiment with | ||||
alternative TCP congestion control algorithm. | ||||
+ Traffic timeline: | Congestion control: default TCP congestion control | |||
[RFC5681]. Implementers are also encouraged to run the | ||||
experiment with alternative TCP congestion control | ||||
algorithms. | ||||
- Start time: 0s. | Traffic timeline: | |||
- End time: 119s. | Start time: 0 s | |||
o Test Specific Information: none | End time: 119 s | |||
Test-specific information: none | ||||
5.7. Media Flow Competing with Short TCP Flows | 5.7. Media Flow Competing with Short TCP Flows | |||
In this test case, one or more congestion controlled media flow | In this test case, one or more congestion-controlled media flows | |||
shares the bottleneck link with multiple short-lived TCP flows. | share the bottleneck link with multiple short-lived TCP flows. | |||
Short-lived TCP flows resemble the on/off pattern observed in the web | Short-lived TCP flows resemble the on/off pattern observed in web | |||
traffic, wherein clients (for example, browsers) connect to a server | traffic, wherein clients (for example, browsers) connect to a server | |||
and download a resource (typically a web page, few images, text | and download a resource (typically a web page, few images, text | |||
files, etc.) using several TCP connections. This scenario shows the | files, etc.) using several TCP connections. This scenario shows the | |||
performance of a multimedia application when several browser windows | performance of a multimedia application when several browser windows | |||
are active. The test case measures the adaptivity of the candidate | are active. The test case measures the adaptivity of the candidate | |||
algorithm to competing web traffic, it addresses the requirements 1.E | algorithm to competing web traffic, and it addresses requirement 1.E | |||
in [I-D.ietf-rmcat-cc-requirements]. | in Section 2 of [RFC8836]. | |||
Depending on the number of short TCP flows, the cross-traffic either | Depending on the number of short TCP flows, the cross traffic either | |||
appears as a short burst flow or resembles a long TCP flow. The | appears as a short burst flow or resembles a long-lived TCP flow. | |||
intention of this test is to observe the impact of short-term burst | The intention of this test is to observe the impact of a short-term | |||
on the behavior of the candidate algorithm. | burst on the behavior of the candidate algorithm. | |||
Expected behavior: The candidate algorithm is expected to avoid flow | Expected behavior: The candidate algorithm is expected to avoid flow | |||
starvation during the presence of short and bursty competing TCP | starvation during the presence of short and bursty competing TCP | |||
flows, streaming at least at the minimum media bit rate. After | flows, streaming at least at the minimum media bit rate. After | |||
competing TCP flows terminate, the media streams are expected to be | competing TCP flows terminate, the media streams are expected to | |||
robust enough to eventually recover to previous steady state | be robust enough to eventually recover to previous steady state | |||
behavior, and at the very least, avoid persistent starvation. | behavior, and at the very least, avoid persistent starvation. | |||
Evaluation metrics : following metrics in addition to as described in | Evaluation metrics: Includes the following metrics in addition to | |||
Section 4.1. | those described in Section 4.1: | |||
1. Flow level: | 1. Flow level: | |||
A. Variation in the sending rate of the TCP flow. | A. Variation in the sending rate of the TCP flow | |||
B. TCP throughput. | B. TCP throughput | |||
Testbed topology: The topology described here is same as the one | Testbed topology: The topology described here is the same as the one | |||
described in Figure 6. | described in Figure 6. | |||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 300s | Test duration: 300 s | |||
o Path characteristics: | Path characteristics: | |||
* Reference bottleneck capacity: 2.0Mbps | Reference bottleneck capacity: 2.0 Mbps | |||
* Path capacity ratio: 1.0 | Path capacity ratio: 1.0 | |||
o Application-related: | Application-related: | |||
* Media source: | Media source: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: forward | Media direction: forward | |||
- Number of media sources: two (2) | Number of media sources: two (2) | |||
- Media timeline: | Media timeline: | |||
o Start time: 5s. | Start time: 5 s | |||
o End time: 299s. | End time: 299 s | |||
+ Media type: Audio | Media type: Audio | |||
- Media direction: forward | Media direction: forward | |||
- Number of media sources: two (2) | ||||
- Media timeline: | Number of media sources: two (2) | |||
o Start time: 5s. | Media timeline: | |||
o End time: 299s. | Start time: 5 s | |||
* Competing traffic: | End time: 299 s | |||
+ Number and Types of sources : ten (10), short-lived TCP | Competing traffic: | |||
flows. | ||||
+ Traffic direction : forward | Number and types of sources: ten (10), short-lived TCP | |||
flows. | ||||
+ Congestion algorithm: default TCP Congestion control | Traffic direction: forward | |||
[RFC5681]. Implementers are also encouraged to run the | ||||
experiment with alternative TCP congestion control | ||||
algorithm. | ||||
+ Traffic timeline: each short TCP flow is modeled as a | Congestion algorithm: default TCP congestion control | |||
sequence of file downloads interleaved with idle periods. | [RFC5681]. Implementers are also encouraged to run the | |||
Not all short TCP flows start at the same time, 2 of them | experiment with an alternative TCP congestion control | |||
start in the ON state while rest of the 8 flows start in an | algorithm. | |||
OFF state. For description of short TCP flow model see test | ||||
specific information below. | ||||
o Test Specific Information: | Traffic timeline: Each short TCP flow is modeled as a | |||
sequence of file downloads interleaved with idle periods. | ||||
Not all short TCP flows start at the same time, two of | ||||
them start in the ON state, while rest of the eight flows | ||||
start in an OFF state. For a description of the short | ||||
TCP flow model, see test-specific information below. | ||||
* Short-TCP traffic model: The short TCP model to be used in this | Test-specific information: | |||
test is described in [I-D.ietf-rmcat-eval-criteria]. | ||||
Short TCP traffic model: The short TCP model to be used in this | ||||
test is described in [RFC8868]. | ||||
5.8. Media Pause and Resume | 5.8. Media Pause and Resume | |||
In this test case, more than one real-time interactive media flows | In this test case, more than one real-time interactive media flow | |||
share the link bandwidth and all flows reach to a steady state by | share the link bandwidth, and all flows reach to a steady state by | |||
utilizing the link capacity in an optimum way. At this stage one of | utilizing the link capacity in an optimum way. At this stage, one of | |||
the media flows is paused for a moment. This event will result in | the media flows is paused for a moment. This event will result in | |||
more available bandwidth for the rest of the flows as they are on a | more available bandwidth for the rest of the flows as they are on a | |||
shared link. When the paused media flow resumes it would no longer | shared link. When the paused media flow resumes, it no longer has | |||
have the same bandwidth share on the link. It has to make its way | the same bandwidth share on the link. It has to make its way through | |||
through the other existing flows in the link to achieve a fair share | the other existing flows in the link to achieve a fair share of the | |||
of the link capacity. This test case is important specially for | link capacity. This test case is important specially for real-time | |||
real-time interactive media which consists of more than one media | interactive media, which consists of more than one media flows and | |||
flows and can pause/resume media flows at any point of time during | can pause/resume media flows at any point of time during the session. | |||
the session. This test case directly addresses the requirement | This test case directly addresses requirement 5 in Section 2 of | |||
number 5 in [I-D.ietf-rmcat-cc-requirements]. One can think it as a | [RFC8836]. One can think of it as a variation of the test case | |||
variation of test case defined in Section 5.4. However, it is | defined in Section 5.4. However, it is different as the candidate | |||
different as the candidate algorithms can use different strategies to | algorithms can use different strategies to increase efficiency, for | |||
increase its efficiency, for example in terms of fairness, | example, in terms of fairness, convergence time, oscillation | |||
convergence time, reduce oscillation etc, by capitalizing the fact | reduction, etc., by capitalizing on the fact that they have previous | |||
that they have previous information of the link. | information of the link. | |||
Expected behavior: During the period where the third stream is | Expected behavior: During the period where the third stream is | |||
paused, the two remaining flows are expected to increase their rates | paused, the two remaining flows are expected to increase their | |||
and reach the maximum media bit rate. When the third stream resumes, | rates and reach the maximum media bit rate. When the third stream | |||
all three flows are expected to converge to the same original fair | resumes, all three flows are expected to converge to the same | |||
share of rates prior to the media pause/resume event. | original fair share of rates prior to the media pause/resume | |||
event. | ||||
Evaluation metrics : following metrics in addition to as described in | Evaluation metrics: Includes the following metrics in addition to | |||
Section 4.1. | those described in Section 4.1: | |||
1. Flow level: | 1. Flow level: | |||
A. Variation in sending bit rate and throughput. Mainly | A. Variation in sending bit rate and throughput. Mainly | |||
observing the frequency and magnitude of oscillations. | observing the frequency and magnitude of oscillations. | |||
Testbed Topology: Same as test case defined in Section 5.4 | Testbed topology: Same as the test case defined in Section 5.4. | |||
Testbed attributes: The general description of the testbed parameters | Testbed attributes: The general description of the testbed | |||
are same as Section 5.4 with changes in the test specific setup as | parameters are the same as Section 5.4 with changes in the test- | |||
below- | specific setup as below: | |||
o Other test specific setup: | Other test-specific setup: | |||
* Media flow timeline: | Media flow timeline: | |||
+ Flow ID: one (1) | Flow ID: one (1) | |||
+ Start time: 0s | Start time: 0 s | |||
+ Flow duration: 119s | Flow duration: 119 s | |||
+ Pause time: not required | Pause time: not required | |||
+ Resume time: not required | Resume time: not required | |||
* Media flow timeline: | Media flow timeline: | |||
+ Flow ID: two (2) | Flow ID: two (2) | |||
+ Start time: 0s | Start time: 0 s | |||
+ Flow duration: 119s | Flow duration: 119 s | |||
+ Pause time: at 40s | Pause time: at 40 s | |||
+ Resume time: at 60s | ||||
* Media flow timeline: | Resume time: at 60 s | |||
+ Flow ID: three (3) | Media flow timeline: | |||
+ Start time: 0s | Flow ID: three (3) | |||
+ Flow duration:119s | Start time: 0 s | |||
+ Pause time: not required | Flow duration: 119 s | |||
+ Resume time: not required | Pause time: not required | |||
6. Other potential test cases | Resume time: not required | |||
6. Other Potential Test Cases | ||||
It has been noticed that there are other interesting test cases | It has been noticed that there are other interesting test cases | |||
besides the basic test cases listed above. In many aspects, these | besides the basic test cases listed above. In many aspects, these | |||
additional test cases can help further evaluation of the candidate | additional test cases can help further evaluation of the candidate | |||
algorithm. They are listed as below. | algorithm. They are listed below. | |||
6.1. Media Flows with Priority | 6.1. Media Flows with Priority | |||
In this test case media flows will have different priority levels. | In this test case, media flows will have different priority levels. | |||
This will be an extension of Section 5.4 where the same test will be | This is an extension of Section 5.4 where the same test is run with | |||
run with different priority levels imposed on each of the media | different priority levels imposed on each of the media flows. For | |||
flows. For example, the first flow (S1) is assigned a priority of 2 | example, the first flow (S1) is assigned a priority of 2, whereas the | |||
whereas the remaining two flows (S2 and S3) are assigned a priority | remaining two flows (S2 and S3) are assigned a priority of 1. The | |||
of 1. The candidate algorithm must reflect the relative priorities | candidate algorithm must reflect the relative priorities assigned to | |||
assigned to each media flow. In this case, the first flow (S1) must | each media flow. In this case, the first flow (S1) must arrive at a | |||
arrive at a steady-state rate approximately twice of that of the | steady-state rate approximately twice that of the other two flows (S2 | |||
other two flows (S2 and S3). | and S3). | |||
The candidate algorithm can use a coupled congestion control | The candidate algorithm can use a coupled congestion control | |||
mechanism [I-D.ietf-rmcat-coupled-cc] or use a weighted priority | mechanism [RFC8699] or use a weighted priority scheduler for the | |||
scheduler for the bandwidth distribution according to the respective | bandwidth distribution according to the respective media flow | |||
media flow priority or use. | priority or use. | |||
6.2. Explicit Congestion Notification Usage | 6.2. Explicit Congestion Notification Usage | |||
This test case requires to run all the basic test cases with the | This test case requires running all the basic test cases with the | |||
availability of Explicit Congestion Notification (ECN) [RFC6679] | availability of Explicit Congestion Notification (ECN) [RFC6679] | |||
feature enabled. The goal of this test is to exhibit that the | feature enabled. The goal of this test is to exhibit that the | |||
candidate algorithms do not fail when ECN signals are available. | candidate algorithms do not fail when ECN signals are available. | |||
With ECN signals enabled the algorithms are expected to perform | With ECN signals enabled, the algorithms are expected to perform | |||
better than their delay-based variants. | better than their delay-based variants. | |||
6.3. Multiple Bottlenecks | 6.3. Multiple Bottlenecks | |||
In this test case one congestion controlled media flow, S1->R1, | In this test case, one congestion-controlled media flow, S1->R1, | |||
traverses a path with multiple bottlenecks. As illustrated in | traverses a path with multiple bottlenecks. As illustrated in | |||
Figure 7, the first flow (S1->R1) competes with the second congestion | Figure 7, the first flow (S1->R1) competes with the second | |||
controlled media flow (S2->R2) over the link between A and B which is | congestion-controlled media flow (S2->R2) over the link between A and | |||
close to the sender side; again, that flow (S1->R1) competes with the | B, which is close to the sender side. Again, that flow (S1->R1) | |||
third congestion controlled media flow (S3->R3) over the link between | competes with the third congestion-controlled media flow (S3->R3) | |||
C and D which is close to the receiver side. The goal of this test | over the link between C and D, which is close to the receiver side. | |||
is to ensure that the candidate algorithms work properly in the | The goal of this test is to ensure that the candidate algorithms work | |||
presence of multiple bottleneck links on the end to end path. | properly in the presence of multiple bottleneck links on the end-to- | |||
end path. | ||||
Expected behavior: The candidate algorithm is expected to achieve | Expected behavior: The candidate algorithm is expected to achieve | |||
full utilization at both bottleneck links without starving any of the | full utilization at both bottleneck links without starving any of | |||
three congestion controlled media flows and ensuring fair share of | the three congestion-controlled media flows and ensuring fair | |||
the available bandwidth at each bottlenecks. | share of the available bandwidth at each bottleneck. | |||
Forward ----> | Forward ----> | |||
+---+ +---+ +---+ +---+ | +---+ +---+ +---+ +---+ | |||
|S2 | |R2 | |S3 | |R3 | | |S2 | |R2 | |S3 | |R3 | | |||
+---+ +---+ +---+ +---+ | +---+ +---+ +---+ +---+ | |||
| | | | | | | | | | |||
| | | | | | | | | | |||
+---+ +-----+ +-----+ +-----+ +-----+ +---+ | +---+ +-----+ +-----+ +-----+ +-----+ +---+ | |||
|S1 |=======| A |------>| B |----->| C |---->| D |=======|R1 | | |S1 |======| A |------>| B |----->| C |---->| D |======|R1 | | |||
+---+ | |<------| |<-----| |<----| | +---+ | +---+ | |<------| |<-----| |<----| | +---+ | |||
+-----+ +-----+ +-----+ +-----+ | +-----+ +-----+ +-----+ +-----+ | |||
1st 2nd | 1st 2nd | |||
Bottleneck (A->B) Bottleneck (C->D) | Bottleneck (A->B) Bottleneck (C->D) | |||
<------ Backward | <------ Backward | |||
Figure 7: Testbed Topology for Multiple Bottlenecks | Figure 7: Testbed Topology for Multiple Bottlenecks | |||
Testbed topology: Three media sources S1, S2, and S3 are connected to | Testbed topology: Three media sources S1, S2, and S3 are connected | |||
respective destinations R1, R2, and R3. For all three flows the | to respective destinations R1, R2, and R3. For all three flows, | |||
media traffic is transported over the forward path and corresponding | the media traffic is transported over the forward path, and the | |||
feedback/control traffic is transported over the backward path. | corresponding feedback/control traffic is transported over the | |||
backward path. | ||||
Testbed attributes: | Testbed attributes: | |||
o Test duration: 300s | Test duration: 300 s | |||
o Path characteristics: | Path characteristics: | |||
* Reference bottleneck capacity: 2Mbps. | Reference bottleneck capacity: 2 Mbps | |||
* Path capacity ratio between A and B: 1.0 | Path capacity ratio between A and B: 1.0 | |||
* Path capacity ratio between B and C: 4.0. | Path capacity ratio between B and C: 4.0 | |||
* Path capacity ratio between C and D: 0.75. | Path capacity ratio between C and D: 0.75 | |||
* One-Way propagation delay: | One-way propagation delay: | |||
1. Between S1 and R1: 100ms | Between S1 and R1: 100 ms | |||
2. Between S2 and R2: 40ms | Between S2 and R2: 40 ms | |||
3. Between S3 and R3: 40ms | Between S3 and R3: 40 ms | |||
o Application-related: | Application-related: | |||
* Media Source: | Media source: | |||
+ Media type: Video | Media type: Video | |||
- Media direction: Forward | Media direction: Forward | |||
- Number of media sources: Three (3) | Number of media sources: Three (3) | |||
- Media timeline: | Media timeline: | |||
o Start time: 0s. | Start time: 0 s | |||
o End time: 299s. | End time: 299 s | |||
+ Media type: Audio | Media type: Audio | |||
- Media direction: Forward | Media direction: Forward | |||
- Number of media sources: Three (3) | Number of media sources: Three (3) | |||
- Media timeline: | Media timeline: | |||
o Start time: 0s. | Start time: 0 s | |||
o End time: 299s. | End time: 299 s | |||
* Competing traffic: | Competing traffic: | |||
+ Number of sources : Zero (0) | Number of sources: Zero (0) | |||
7. Wireless Access Links | 7. Wireless Access Links | |||
Additional wireless network (both cellular network and WiFi network) | Additional wireless network (both cellular network and Wi-Fi network) | |||
specific test cases are defined in [I-D.ietf-rmcat-wireless-tests]. | specific test cases are defined in [RFC8869]. | |||
8. Security Considerations | 8. Security Considerations | |||
The security considerations in [I-D.ietf-rmcat-eval-criteria] and the | The security considerations in Section 6 of [RFC8868] and the | |||
relevant congestion control algorithms apply. The principles for | relevant congestion control algorithms apply. The principles for | |||
congestion control are described in [RFC2914], and in particular any | congestion control are described in [RFC2914], and in particular any | |||
new method must implement safeguards to avoid congestion collapse of | new method must implement safeguards to avoid congestion collapse of | |||
the Internet. | the Internet. | |||
The evaluation of the test cases are intended to be run in a | The evaluation of the test cases are intended to be run in a | |||
controlled lab environment. Hence, the applications, simulators and | controlled lab environment. Hence, the applications, simulators, and | |||
network nodes ought to be well-behaved and should not impact the | network nodes ought to be well-behaved and should not impact the | |||
desired results. Moreover, proper measures must be taken to avoid | desired results. Moreover, proper measures must be taken to avoid | |||
leaking non-responsive traffic from unproven congestion avoidance | leaking nonresponsive traffic from unproven congestion avoidance | |||
techniques onto the open Internet. | techniques onto the open Internet. | |||
9. IANA Considerations | 9. IANA Considerations | |||
There are no IANA impacts in this memo. | This document has no IANA actions. | |||
10. Acknowledgements | ||||
Much of this document is derived from previous work on congestion | ||||
control at the IETF. | ||||
The content and concepts within this document are a product of the | ||||
discussion carried out in the Design Team. | ||||
11. References | ||||
11.1. Normative References | ||||
[I-D.ietf-rmcat-cc-requirements] | ||||
Jesup, R. and Z. Sarker, "Congestion Control Requirements | ||||
for Interactive Real-Time Media", draft-ietf-rmcat-cc- | ||||
requirements-09 (work in progress), December 2014. | ||||
[I-D.ietf-rmcat-eval-criteria] | ||||
Singh, V., Ott, J., and S. Holmer, "Evaluating Congestion | ||||
Control for Interactive Real-time Media", draft-ietf- | ||||
rmcat-eval-criteria-08 (work in progress), November 2018. | ||||
[I-D.ietf-rmcat-video-traffic-model] | 10. References | |||
Zhu, X., Cruz, S., and Z. Sarker, "Video Traffic Models | ||||
for RTP Congestion Control Evaluations", draft-ietf-rmcat- | ||||
video-traffic-model-07 (work in progress), February 2019. | ||||
[I-D.ietf-rmcat-wireless-tests] | 10.1. Normative References | |||
Sarker, Z., Johansson, I., Zhu, X., Fu, J., Tan, W., and | ||||
M. Ramalho, "Evaluation Test Cases for Interactive Real- | ||||
Time Media over Wireless Networks", draft-ietf-rmcat- | ||||
wireless-tests-06 (work in progress), December 2018. | ||||
[RFC3550] Schulzrinne, H., Casner, S., Frederick, R., and V. | [RFC3550] Schulzrinne, H., Casner, S., Frederick, R., and V. | |||
Jacobson, "RTP: A Transport Protocol for Real-Time | Jacobson, "RTP: A Transport Protocol for Real-Time | |||
Applications", STD 64, RFC 3550, DOI 10.17487/RFC3550, | Applications", STD 64, RFC 3550, DOI 10.17487/RFC3550, | |||
July 2003, <https://www.rfc-editor.org/info/rfc3550>. | July 2003, <https://www.rfc-editor.org/info/rfc3550>. | |||
[RFC3551] Schulzrinne, H. and S. Casner, "RTP Profile for Audio and | [RFC3551] Schulzrinne, H. and S. Casner, "RTP Profile for Audio and | |||
Video Conferences with Minimal Control", STD 65, RFC 3551, | Video Conferences with Minimal Control", STD 65, RFC 3551, | |||
DOI 10.17487/RFC3551, July 2003, | DOI 10.17487/RFC3551, July 2003, | |||
<https://www.rfc-editor.org/info/rfc3551>. | <https://www.rfc-editor.org/info/rfc3551>. | |||
skipping to change at page 32, line 10 ¶ | skipping to change at line 1466 ¶ | |||
[RFC5681] Allman, M., Paxson, V., and E. Blanton, "TCP Congestion | [RFC5681] Allman, M., Paxson, V., and E. Blanton, "TCP Congestion | |||
Control", RFC 5681, DOI 10.17487/RFC5681, September 2009, | Control", RFC 5681, DOI 10.17487/RFC5681, September 2009, | |||
<https://www.rfc-editor.org/info/rfc5681>. | <https://www.rfc-editor.org/info/rfc5681>. | |||
[RFC6679] Westerlund, M., Johansson, I., Perkins, C., O'Hanlon, P., | [RFC6679] Westerlund, M., Johansson, I., Perkins, C., O'Hanlon, P., | |||
and K. Carlberg, "Explicit Congestion Notification (ECN) | and K. Carlberg, "Explicit Congestion Notification (ECN) | |||
for RTP over UDP", RFC 6679, DOI 10.17487/RFC6679, August | for RTP over UDP", RFC 6679, DOI 10.17487/RFC6679, August | |||
2012, <https://www.rfc-editor.org/info/rfc6679>. | 2012, <https://www.rfc-editor.org/info/rfc6679>. | |||
11.2. Informative References | [RFC8593] Zhu, X., Mena, S., and Z. Sarker, "Video Traffic Models | |||
for RTP Congestion Control Evaluations", RFC 8593, | ||||
DOI 10.17487/RFC8593, May 2019, | ||||
<https://www.rfc-editor.org/info/rfc8593>. | ||||
[HEVC-seq] | [RFC8836] Jesup, R. and Z. Sarker, Ed., "Congestion Control | |||
HEVC, "Test Sequences", | Requirements for Interactive Real-Time Media", RFC 8836, | |||
http://www.netlab.tkk.fi/~varun/test_sequences/ . | DOI 10.17487/RFC8836, January 2021, | |||
<https://www.rfc-editor.org/info/rfc8836>. | ||||
[I-D.ietf-rmcat-coupled-cc] | [RFC8868] Singh, V., Ott, J., and S. Holmer, "Evaluating Congestion | |||
Islam, S., Welzl, M., and S. Gjessing, "Coupled congestion | Control for Interactive Real-Time Media", RFC 8868, | |||
control for RTP media", draft-ietf-rmcat-coupled-cc-08 | DOI 10.17487/RFC8868, January 2021, | |||
(work in progress), January 2019. | <https://www.rfc-editor.org/info/rfc8868>. | |||
[RFC8869] Sarker, Z., Zhu, X., and J. Fu, "Evaluation Test Cases for | ||||
Interactive Real-Time Media over Wireless Networks", | ||||
RFC 8869, DOI 10.17487/RFC8869, January 2021, | ||||
<https://www.rfc-editor.org/info/rfc8869>. | ||||
10.2. Informative References | ||||
[HEVC-seq] HEVC, "Test Sequences", | ||||
<http://www.netlab.tkk.fi/~varun/test_sequences/>. | ||||
[RFC2914] Floyd, S., "Congestion Control Principles", BCP 41, | [RFC2914] Floyd, S., "Congestion Control Principles", BCP 41, | |||
RFC 2914, DOI 10.17487/RFC2914, September 2000, | RFC 2914, DOI 10.17487/RFC2914, September 2000, | |||
<https://www.rfc-editor.org/info/rfc2914>. | <https://www.rfc-editor.org/info/rfc2914>. | |||
[RFC7567] Baker, F., Ed. and G. Fairhurst, Ed., "IETF | [RFC7567] Baker, F., Ed. and G. Fairhurst, Ed., "IETF | |||
Recommendations Regarding Active Queue Management", | Recommendations Regarding Active Queue Management", | |||
BCP 197, RFC 7567, DOI 10.17487/RFC7567, July 2015, | BCP 197, RFC 7567, DOI 10.17487/RFC7567, July 2015, | |||
<https://www.rfc-editor.org/info/rfc7567>. | <https://www.rfc-editor.org/info/rfc7567>. | |||
skipping to change at page 32, line 42 ¶ | skipping to change at line 1512 ¶ | |||
Lightweight Control Scheme to Address the Bufferbloat | Lightweight Control Scheme to Address the Bufferbloat | |||
Problem", RFC 8033, DOI 10.17487/RFC8033, February 2017, | Problem", RFC 8033, DOI 10.17487/RFC8033, February 2017, | |||
<https://www.rfc-editor.org/info/rfc8033>. | <https://www.rfc-editor.org/info/rfc8033>. | |||
[RFC8290] Hoeiland-Joergensen, T., McKenney, P., Taht, D., Gettys, | [RFC8290] Hoeiland-Joergensen, T., McKenney, P., Taht, D., Gettys, | |||
J., and E. Dumazet, "The Flow Queue CoDel Packet Scheduler | J., and E. Dumazet, "The Flow Queue CoDel Packet Scheduler | |||
and Active Queue Management Algorithm", RFC 8290, | and Active Queue Management Algorithm", RFC 8290, | |||
DOI 10.17487/RFC8290, January 2018, | DOI 10.17487/RFC8290, January 2018, | |||
<https://www.rfc-editor.org/info/rfc8290>. | <https://www.rfc-editor.org/info/rfc8290>. | |||
[xiph-seq] | [RFC8699] Islam, S., Welzl, M., and S. Gjessing, "Coupled Congestion | |||
Xiph.org, "Video Test Media", | Control for RTP Media", RFC 8699, DOI 10.17487/RFC8699, | |||
http://media.xiph.org/video/derf/ . | January 2020, <https://www.rfc-editor.org/info/rfc8699>. | |||
[xiph-seq] Xiph.org, "Video Test Media", | ||||
<http://media.xiph.org/video/derf/>. | ||||
Acknowledgments | ||||
Much of this document is derived from previous work on congestion | ||||
control at the IETF. | ||||
The content and concepts within this document are a product of the | ||||
discussion carried out within the Design Team. | ||||
Authors' Addresses | Authors' Addresses | |||
Zaheduzzaman Sarker | Zaheduzzaman Sarker | |||
Ericsson AB | Ericsson AB | |||
Torshamnsgatan 23 | Torshamnsgatan 23 | |||
Stockholm, SE 164 83 | SE-164 83 Stockholm | |||
Sweden | Sweden | |||
Phone: +46 10 717 37 43 | Phone: +46 10 717 37 43 | |||
Email: zaheduzzaman.sarker@ericsson.com | Email: zaheduzzaman.sarker@ericsson.com | |||
Varun Singh | Varun Singh | |||
Nemu Dialogue Systems Oy | CALLSTATS I/O Oy | |||
Runeberginkatu 4c A 4 | Rauhankatu 11 C | |||
Helsinki 00100 | FI-00100 Helsinki | |||
Finland | Finland | |||
Email: varun.singh@iki.fi | Email: varun.singh@iki.fi | |||
URI: http://www.callstats.io/ | URI: http://www.callstats.io/ | |||
Xiaoqing Zhu | Xiaoqing Zhu | |||
Cisco Systems | Cisco Systems | |||
12515 Research Blvd | 12515 Research Blvd | |||
Austing, TX 78759 | Austin, TX 78759 | |||
USA | United States of America | |||
Email: xiaoqzhu@cisco.com | Email: xiaoqzhu@cisco.com | |||
Michael A. Ramalho | Michael A. Ramalho | |||
Cisco Systems, Inc. | AcousticComms Consulting | |||
6310 Watercrest Way Unit 203 | 6310 Watercrest Way Unit 203 | |||
Lakewood Ranch, FL 34202-5211 | Lakewood Ranch, FL 34202-5211 | |||
USA | United States of America | |||
Phone: +1 919 476 2038 | Phone: +1 732 832 9723 | |||
Email: mramalho@cisco.com | Email: mar42@cornell.edu | |||
URI: http://ramalho.webhop.info/ | ||||
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