Energy-Efficient Web Server Load Balancing

被引:5
|
作者
Lenhardt, Joerg [1 ]
Chen, Kai [1 ]
Schiffmann, Wolfram [1 ]
机构
[1] Univ Hagen, Fac Math & Comp Sci, Comp Architecture Grp, D-58084 Hagen, Germany
来源
IEEE SYSTEMS JOURNAL | 2017年 / 11卷 / 02期
关键词
Algorithms; energy; load balancing; power efficiency; web servers;
D O I
10.1109/JSYST.2015.2465813
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Rising energy costs and negative environmental impact resulting from the generation of electricity, particularly when relying on fossil fuels, increase the need for energy-efficient computing. In addition to the optimization of hardware devices, the use of sophisticated software solutions for reducing energy consumption is an important area of current research. Distributing the load among servers for performance optimization is a well-researched area. There is a large potential to reduce energy consumption with similar techniques. In this paper, we examine the application of energy-efficient load-balancing (or unbalancing) strategies for web server requests sent to a web server farm. Single requests usually lead to small fractions of performance need. They are quite suited for strategies relying on the assumption of a fully divisible load. We show that we are able to reduce the power consumption continuously for replays ofWikipedia access traces. Eventually, we are able to reduce the energy consumption in web server farms, significantly.
引用
收藏
页码:878 / 888
页数:11
相关论文
共 50 条
  • [31] An energy-efficient adaptive clustering algorithm with load balancing for wireless sensor network
    Singh, Buddha
    Lobiyal, D. K.
    INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2012, 12 (01) : 37 - 52
  • [32] An energy-efficient load balancing scheme to extend lifetime in wireless sensor networks
    Kim, Hye-Young
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2016, 19 (01): : 279 - 283
  • [33] The art of optimization in a Web server farm: Intelligent Load Balancing
    Liu, YB
    ICCC2004: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION VOL 1AND 2, 2004, : 713 - 718
  • [34] Design and implementation of load balancing in web server cluster system
    College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China
    Nanjing Hangkong Hangtian Daxue Xuebao, 2006, 3 (347-351):
  • [35] Temporal load-balancing of web-server traffic
    Sandnes, Frode Eika
    Huang, Yo-Ping
    SEVENTH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES, PROCEEDINGS, 2006, : 266 - +
  • [36] WSQ: Web Server Queueing Algorithm for Dynamic Load Balancing
    Singh, Harikesh
    Kumar, Shishir
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 80 (01) : 229 - 245
  • [37] WSQ: Web Server Queueing Algorithm for Dynamic Load Balancing
    Harikesh Singh
    Shishir Kumar
    Wireless Personal Communications, 2015, 80 : 229 - 245
  • [38] Dispatcher Based Dynamic Load Balancing on Web Server System
    Singh, Harikesh
    Kumar, Shishir
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2011, 4 (03): : 89 - 105
  • [39] Architectures and algorithms for load balancing on Web-server systems
    Borzemski, Leszek
    Nowak, Ziemowit
    Porczynski, Radoslaw
    Proceedings of the ISAT International Scientific School, 2000, : 247 - 254
  • [40] Response Time Based Balancing of Load in Web Server Clusters
    Sharma, Deepti
    2018 7TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO) (ICRITO), 2018, : 471 - 476