Energy-aware data center networks

被引:15
|
作者
Jiang, Han-Peng [1 ]
Chuck, David [2 ]
Chen, Wei-Mei [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Elect & Comp Engn, Taipei 106, Taiwan
[2] Cisco Syst, San Jose, CA USA
关键词
Cloud computing; Data center networks; Routing; Two node-disjoint paths;
D O I
10.1016/j.jnca.2016.04.003
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With developing on cloud computing, data center networks have received great attention recently. In order to support high availability and bandwidth, data center networks are usually designed based on peak traffic. Unfortunately, peak traffic does not happen all the time. This causes unnecessary energy wastage and leads to low network utilization. We aim to minimize the power usage of data center networks by consolidating traffic flows and turning off unnecessary network devices. To support high availability, a requirement of two node-disjoint paths between the source and destination of each traffic flow is considered. We formulate the problem in mathematical format by integer linear programming (ILP). Due to its high computational complexity, we further propose a heuristic approach for practical use. The experimental results show that the heuristic approach reduces the power consumption by 15 to 35% in average while improving the availability by about 15% with significant improvement on computation time. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:80 / 89
页数:10
相关论文
共 50 条
  • [21] An Energy-aware Virtual Machine Placement Algorithm in Cloud Data Center
    Tan, Mingzhe
    Chi, Ce
    Zhang, Jiahao
    Zhao, Shichang
    Li, Guangli
    Lu, Shuai
    [J]. IIP'17: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING, 2017,
  • [22] Balanced Energy-Aware and Fault-Tolerant Data Center Scheduling
    Shaukat, Muhammad
    Alasmary, Waleed
    Alanazi, Eisa
    Shuja, Junaid
    Madani, Sajjad A.
    Hsu, Ching-Hsien
    [J]. SENSORS, 2022, 22 (04)
  • [23] An Energy-aware Routing Mechanism based on MBOA for Data Center Network
    Zhao Jianzhe
    Song Qingyu
    Lei Guangwei
    [J]. 2019 9TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST2019), 2019, : 427 - 434
  • [24] Energy-aware Virtual Resource Mapping Algorithm in Wireless Data Center
    Luo, Juan
    Fu, Shan
    Wu, Di
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2014, 8 (03): : 819 - 837
  • [25] Managing the complex data center environment: an Integrated Energy-aware Framework
    Alexandre Mello Ferreira
    Barbara Pernici
    [J]. Computing, 2016, 98 : 709 - 749
  • [26] Managing the complex data center environment: an Integrated Energy-aware Framework
    Ferreira, Alexandre Mello
    Pernici, Barbara
    [J]. COMPUTING, 2016, 98 (07) : 709 - 749
  • [27] Energy-Aware Control of Home Networks
    Suraci, Vincenzo
    Marucci, Alvaro
    Bedini, Roberto
    Zuccaro, Letterio
    Palo, Andi
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2013, PT II, 2013, 7972 : 299 - 311
  • [28] Energy-aware wireless microsensor networks
    Raghunathan, V
    Schurgers, C
    Park, S
    Srivastava, MB
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2002, 19 (02) : 40 - 50
  • [29] SIMULATION OF ENERGY-AWARE BACKBONE NETWORKS
    Niewiadomska-Szynkiewicz, Ewa
    Sikora, Andrzej
    Mincer, Marcin
    Arabas, Piotr
    [J]. PROCEEDINGS 27TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2013, 2013, : 483 - +
  • [30] Energy-Aware Controllability of Complex Networks
    Baggio, Giacomo
    Pasqualetti, Fabio
    Zampieri, Sandro
    [J]. ANNUAL REVIEW OF CONTROL ROBOTICS AND AUTONOMOUS SYSTEMS, 2022, 5 : 465 - 489