On fairness and application performance of active queue management in broadband cable networks

We evaluate the performance of modern delay-based active queue management (AQM) algorithms in downstream DOCSIS 3.0 cable environments. Our simulation-based study involves scenarios that include tiered service levels and application workloads that include FTP, HTTP-based adaptive streaming (HAS), Vo...

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Vydané v:	Computer networks (Amsterdam, Netherlands : 1999) Ročník 91; s. 390 - 406
Hlavní autori:	Hong, Gongbing, Martin, James, Westall, James M.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Amsterdam Elsevier B.V 14.11.2015 Elsevier Sequoia S.A
Predmet:	Active queue management Algorithms Application Bandwidth Bandwidths Broadband Broadband communication systems Cable access Cable television Cable TV Cables Computer simulation Delay Deployment Fairness Feedback Latency Management Network performance evaluation Networks Packet scheduling algorithms Performance evaluation Queueing Queues Queuing theory Service introduction Simulation Studies TCP (protocol) Traffic flow Workloads Cable access Packet scheduling algorithms Network performance evaluation Active queue management
ISSN:	1389-1286, 1872-7069
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Abstract	We evaluate the performance of modern delay-based active queue management (AQM) algorithms in downstream DOCSIS 3.0 cable environments. Our simulation-based study involves scenarios that include tiered service levels and application workloads that include FTP, HTTP-based adaptive streaming (HAS), VoIP, and web traffic. Our results show that AQM maintains target queuing delays and consequently provides strong isolation between responsive high bandwidth and low bandwidth latency sensitive flows. We also show that lowering target queuing delays exacerbates TCP’s RTT unfairness. Nevertheless, in the scenarios that we studied, observed application performance was not significantly impacted by the specific AQM in use. With the potential large deployment of AQM imminent for DOCSIS 3.0, the analysis presented in this paper provides timely feedback to the community concerning how delay-based AQM can manage bandwidth allocation fairness and application performance in realistic downstream DOCSIS 3.0 cable network systems.
AbstractList	We evaluate the performance of modern delay-based active queue management (AQM) algorithms in downstream DOCSIS 3.0 cable environments. Our simulation-based study involves scenarios that include tiered service levels and application workloads that include FTP, HTTP-based adaptive streaming (HAS), VoIP, and web traffic. Our results show that AQM maintains target queuing delays and consequently provides strong isolation between responsive high bandwidth and low bandwidth latency sensitive flows. We also show that lowering target queuing delays exacerbates TCP's RTT unfairness. Nevertheless, in the scenarios that we studied, observed application performance was not significantly impacted by the specific AQM in use. With the potential large deployment of AQM imminent for DOCSIS 3.0, the analysis presented in this paper provides timely feedback to the community concerning how delay-based AQM can manage bandwidth allocation fairness and application performance in realistic downstream DOCSIS 3.0 cable network systems. We evaluate the performance of modern delay-based active queue management (AQM) algorithms in downstream DOCSIS 3.0 cable environments. Our simulation-based study involves scenarios that include tiered service levels and application workloads that include FTP, HTTP-based adaptive streaming (HAS), VoIP, and web traffic. Our results show that AQM maintains target queuing delays and consequently provides strong isolation between responsive high bandwidth and low bandwidth latency sensitive flows. We also show that lowering target queuing delays exacerbates TCP’s RTT unfairness. Nevertheless, in the scenarios that we studied, observed application performance was not significantly impacted by the specific AQM in use. With the potential large deployment of AQM imminent for DOCSIS 3.0, the analysis presented in this paper provides timely feedback to the community concerning how delay-based AQM can manage bandwidth allocation fairness and application performance in realistic downstream DOCSIS 3.0 cable network systems.
Author	Hong, Gongbing Martin, James Westall, James M.
Author_xml	– sequence: 1 givenname: Gongbing surname: Hong fullname: Hong, Gongbing email: hgb.bus@gmail.com, gongbih@clemson.edu – sequence: 2 givenname: James surname: Martin fullname: Martin, James email: jmarty@clemson.edu – sequence: 3 givenname: James M. surname: Westall fullname: Westall, James M. email: westall@clemson.edu
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Cites_doi	10.1016/j.ijhcs.2005.12.002 10.17487/RFC7661 10.1145/956981.956985 10.1177/0037549707080605 10.1145/2043164.2018478 10.1145/505666.505669 10.1145/505724.505728 10.1109/TNET.2013.2253797 10.1145/122419.122421 10.1109/TNET.2002.801399 10.1145/263932.264023 10.1109/JSAC.2014.140405 10.1109/TNET.2013.2281542 10.1109/HPSR.2013.6602305 10.1109/90.793002 10.1109/90.251892 10.1145/2063176.2063196 10.1145/2428556.2428577 10.1109/SURV.2012.082212.00018 10.1109/90.650143 10.1145/2209249.2209264
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Snippet	We evaluate the performance of modern delay-based active queue management (AQM) algorithms in downstream DOCSIS 3.0 cable environments. Our simulation-based...
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SubjectTerms	Active queue management Algorithms Application Bandwidth Bandwidths Broadband Broadband communication systems Cable access Cable television Cable TV Cables Computer simulation Delay Deployment Fairness Feedback Latency Management Network performance evaluation Networks Packet scheduling algorithms Performance evaluation Queueing Queues Queuing theory Service introduction Simulation Studies TCP (protocol) Traffic flow Workloads
Title	On fairness and application performance of active queue management in broadband cable networks
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