An Energy Efficient Load Balancing Algorithm Based on the Active Time of Cores

被引:1
作者
Enokido, Tomoya [1 ]
Duolikun, Dilawaer [2 ]
Takizawa, Makoto [2 ]
机构
[1] Rissho Univ, Fac Business Adm, Tokyo, Japan
[2] Hosei Univ, Dept Adv Sci, Fac Sci & Engn, Tokyo, Japan
来源
ADVANCES ON BROAD-BAND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2017 | 2018年 / 12卷
关键词
Energy-efficient information systems; Virtual machine; Load balance; Active time-based (ATB) algorithm; POWER-CONSUMPTION MODEL;
D O I
10.1007/978-3-319-69811-3_16
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Server cluster systems are widely used to realize scalable and high performance computing systems with virtual machine technologies. A large amount of electric energy is consumed in a server cluster system since a server cluster system is composed of large number of servers and multiple servers consume electric energy to perform application processes on multiple virtual machines. In order to design and implement an energy-efficient server cluster system, it is necessary to realize energy-efficient load balancing algorithms. In this paper, the active time-based (ATB) algorithm is proposed to select a virtual machine for each request process so that the total electric energy of a server cluster to perform computation type application processes can be reduced. In the ATB algorithm, it is not necessary to collect a state of every process on every virtual machine to estimate the electric energy of each server. We evaluate the ATB algorithm in terms of the total electric energy of a server cluster compared with the energy consumption laxity based (ECLB) and basic round-robin (RR) algorithms.
引用
收藏
页码:185 / 196
页数:12
相关论文
共 11 条
  • [1] [Anonymous], 2010, LVS PROJECT JOB SCHE
  • [2] An Energy-Efficient Load Balancing Algorithm to Perform Computation Type Application Processes for Virtual Machine Environments
    Enokido, Tomoya
    Takizawa, Makoto
    [J]. PROCEEDINGS 2015 18TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS 2015), 2015, : 32 - 39
  • [3] Power Consumption and Computation Models of Virtual Machines to Perform Computation Type Application Processes
    Enokido, Tomoya
    Takizawa, Makoto
    [J]. 2015 9TH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS CISIS 2015, 2015, : 126 - 133
  • [4] An Extended Simple Power Consumption Model for Selecting a Server to Perform Computation Type Processes in Digital Ecosystems
    Enokido, Tomoya
    Aikebaier, Ailixier
    Takizawa, Makoto
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (02) : 1627 - 1636
  • [5] An Integrated Power Consumption Model for Distributed Systems
    Enokido, Tomoya
    Takizawa, Makoto
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (02) : 824 - 836
  • [6] Process Allocation Algorithms for Saving Power Consumption in Peer-to-Peer Systems
    Enokido, Tomoya
    Aikebaier, Ailixier
    Takizawa, Makoto
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (06) : 2097 - 2105
  • [7] A Model for Reducing Power Consumption in Peer-to-Peer Systems
    Enokido, Tomoya
    Aikebaier, Ailixier
    Takizawa, Makoto
    [J]. IEEE SYSTEMS JOURNAL, 2010, 4 (02): : 221 - 229
  • [8] *INT, 2010, INT XEON PROC 5600 S
  • [9] KVM, 2015, MAIN PAG KVM KERN BA
  • [10] Natural Resources Defense Council (NRDS), 2012, IS CLOUD COMP ALW GR