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Deadline-aware datacenter tcp (D2TCP)

Authors:

Balajee Vamanan,

Jahangir Hasan,

T.N. VijaykumarAuthors Info & Claims

SIGCOMM '12: Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication

Pages 115 - 126

https://doi.org/10.1145/2342356.2342388

Published: 13 August 2012 Publication History

Abstract

An important class of datacenter applications, called Online Data-Intensive (OLDI) applications, includes Web search, online retail, and advertisement. To achieve good user experience, OLDI applications operate under soft-real-time constraints (e.g., 300 ms latency) which imply deadlines for network communication within the applications. Further, OLDI applications typically employ tree-based algorithms which, in the common case, result in bursts of children-to-parent traffic with tight deadlines. Recent work on datacenter network protocols is either deadline-agnostic (DCTCP) or is deadline-aware (D3) but suffers under bursts due to race conditions. Further, D3 has the practical drawbacks of requiring changes to the switch hardware and not being able to coexist with legacy TCP. We propose Deadline-Aware Datacenter TCP (D2TCP), a novel transport protocol, which handles bursts, is deadline-aware, and is readily deployable. In designing D2TCP, we make two contributions: (1) D2TCP uses a distributed and reactive approach for bandwidth allocation which fundamentally enables D2TCP's properties. (2) D2TCP employs a novel congestion avoidance algorithm, which uses ECN feedback and deadlines to modulate the congestion window via a gamma-correction function. Using a small-scale implementation and at-scale simulations, we show that D2TCP reduces the fraction of missed deadlines compared to DCTCP and D3 by 75% and 50%, respectively.

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https://dl.acm.org/doi/10.1145/3651890.3672235
Gupta JKant KPal ABiswas J(2024)Configuring and Coordinating End-to-end QoS for Emerging Storage InfrastructureACM Transactions on Modeling and Performance Evaluation of Computing Systems10.1145/36316069:1(1-32)Online publication date: 15-Jan-2024
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Tao XQian XHan LFan WShi YZhu XLi ZWei SXu R(2024)Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data CentersIEEE Transactions on Network and Service Management10.1109/TNSM.2024.336414921:3(3264-3277)Online publication date: Jun-2024
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Index Terms

Deadline-aware datacenter tcp (D2TCP)
1. Networks
  1. Network protocols

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Published In

cover image ACM Conferences

SIGCOMM '12: Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication

August 2012

474 pages

ISBN:9781450314190

DOI:10.1145/2342356

General Chairs:
Lars Eggert
NetApp, Germany
,
Jörg Ott
Aalto University, Finland
,
Program Chairs:
Venkat Padmanabhan
Microsoft Research, India
,
George Varghese
UCSD, USA

Copyright © 2012 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SIGCOMM: ACM Special Interest Group on Data Communication

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 13 August 2012

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SIGCOMM '12

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SIGCOMM '12: ACM SIGCOMM 2012 Conference

August 13 - 17, 2012

Helsinki, Finland

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Overall Acceptance Rate 462 of 3,389 submissions, 14%

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Suo LPang YLi WPei RLi KLiu XHe XHu YLiu GSekar VYu MSeneviratne AVeitch D(2024)PPT: A Pragmatic Transport for DatacentersProceedings of the ACM SIGCOMM 2024 Conference10.1145/3651890.3672235(954-969)Online publication date: 4-Aug-2024
https://dl.acm.org/doi/10.1145/3651890.3672235
Gupta JKant KPal ABiswas J(2024)Configuring and Coordinating End-to-end QoS for Emerging Storage InfrastructureACM Transactions on Modeling and Performance Evaluation of Computing Systems10.1145/36316069:1(1-32)Online publication date: 15-Jan-2024
https://dl.acm.org/doi/10.1145/3631606
Tao XQian XHan LFan WShi YZhu XLi ZWei SXu R(2024)Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data CentersIEEE Transactions on Network and Service Management10.1109/TNSM.2024.336414921:3(3264-3277)Online publication date: Jun-2024
https://doi.org/10.1109/TNSM.2024.3364149
Lu YMa XCui C(2024)DCCSComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2024.110457247:COnline publication date: 18-Jul-2024
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Zhang THuang RHu YLi YZou SZhang QLiu XRuan C(2023)Load Balancing With Deadline-Driven Parallel Data Transmission in Data Center NetworksIEEE Internet of Things Journal10.1109/JIOT.2022.320490810:2(1171-1191)Online publication date: 15-Jan-2023
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