Longer is Better: Exploiting Path Diversity in Data Center Networks

被引:8
|
作者
Tso, Fung Po [1 ]
Hamilton, Gregg [1 ]
Weber, Rene [2 ]
Perkins, Colin S. [1 ]
Pezaros, Dimitrios P. [1 ]
机构
[1] Univ Glasgow, Sch Comp Sci, Glasgow G12 8QQ, Lanark, Scotland
[2] Chemnitz Univ Tech, Dept Comp Sci, D-09107 Chemnitz, Germany
关键词
Traffic Engineering; Multipath Scheduling; Unequal-cost Multipath; Data Center Networks; Software Defined Networking;
D O I
10.1109/ICDCS.2013.36
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Data Center (DC) networks exhibit much more centralized characteristics than the legacy Internet, yet they are operated by similar distributed routing and control algorithms that fail to exploit topological redundancy to deliver better and more sustainable performance. Multipath protocols, for example, use node-local and heuristic information to only exploit path diversity between shortest paths. In this paper, we use a measurementbased approach to schedule flows over both shortest and non-shortest paths based on temporal network-wide utilization. We present the Baatdaat1 flow scheduling algorithm which uses spare DC network capacity to mitigate the performance degradation of heavily utilized links. Results show that Baatdaat achieves close to optimal Traffic Engineering by reducing network-wide maximum link utilization by up to 18% over Equal-Cost Multi-Path (ECMP) routing, while at the same time improving flow completion time by 41% - 95%.
引用
收藏
页码:430 / 439
页数:10
相关论文
共 50 条
  • [11] CapNet: Exploiting Wireless Sensor Networks for Data Center Power Capping
    Saifullah, Abusayeed
    Sankar, Sriram
    Liu, Jie
    Lu, Chenyang
    Chandra, Ranveer
    Priyantha, Bodhi
    ACM TRANSACTIONS ON SENSOR NETWORKS, 2019, 15 (01)
  • [12] Better Night Lights Data, For Longer*
    Gibson, John
    OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2021, 83 (03) : 770 - 791
  • [13] Exploiting the Diversity, Mass and Speed of Territorial Data by TELCO Operator for Better User Services
    Antonelli, Fabrizio
    Casella, Antonino
    Chitic, Cristiana
    Larcher, Roberto
    Torrisi, Giovanni
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2013, 6 (11): : 1164 - 1165
  • [14] All-Path bridging: Path exploration protocols for data center and campus networks
    Rojas, Elisa
    Ibanez, Guillermo
    Manuel Gimenez-Guzman, Jose
    Carral, Juan A.
    Garcia-Martinez, Alberto
    Martinez-Yelmo, Isaias
    Manuel Arco, Jose
    COMPUTER NETWORKS, 2015, 79 : 120 - 132
  • [15] QA OF THE OPTIMIZER: DOES A LONGER PATH LEAD TO A BETTER SOLUTION?
    Vanregemorter, J.
    RADIOTHERAPY AND ONCOLOGY, 2008, 88 : S421 - S421
  • [16] Exploiting diversity in type checkers for better error messages
    Chen, Sheng
    Erwig, Martin
    Smeltzer, Karl
    JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2017, 39 : 10 - 21
  • [17] Exploiting redundancy and path diversity for railway signalling resiliency
    Lopez, Igor
    Aguado, Marina
    Ugarte, Denis
    Mendiola, Alaitz
    Higuero, Marivi
    2016 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT RAIL TRANSPORTATION (ICIRT), 2016, : 432 - 439
  • [18] Path Consolidation for Dynamic Right-Sizing of Data Center Networks
    Adnan, Muhammad Abdullah
    Gupta, Rajesh
    2013 IEEE SIXTH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD 2013), 2013, : 581 - 588
  • [19] Adaptive Path Isolation for Elephant and Mice Flows by Exploiting Path Diversity in Datacenters
    Wang, Wei
    Sun, Yi
    Salamatian, Kave
    Li, Zhongcheng
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2016, 13 (01): : 5 - 18
  • [20] LLMP: Exploiting LLDP for Latency Measurement in Software-Defined Data Center Networks
    Yang Li
    Zhi-Ping Cai
    Hong Xu
    Journal of Computer Science and Technology, 2018, 33 : 277 - 285