The Delay Time-Based (DTB) Algorithm for Energy-Efficient Server Cluster Systems

被引:4
作者
Enokido, Tomoya [1 ]
Takizawa, Makoto [2 ]
Deen, S. Misbah [3 ]
机构
[1] Rissho Univ, Tokyo, Japan
[2] Hosei Univ, Tokyo, Japan
[3] Keele Univ, Keele ST5 5BG, Staffs, England
来源
2014 EIGHTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS (CISIS), | 2014年
关键词
Energy-efficient cluster systems; Green IT; Power consumption model; Delay Time-Based (DTB) Algorithm; Energy-aware distributed systems; POWER-CONSUMPTION; MODEL; ALLOCATION;
D O I
10.1109/CISIS.2014.40
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The improved power consumption laxity-based (IPCLB) algorithm is discussed to select one of servers so that the total power consumption of a cluster can be reduced. However, a load balancer has to collect a state of every current process on servers of a cluster to calculate the estimated power consumption of each server. In addition, it is difficult to precisely estimate the power consumption of each server since the state of each process on the server is changed during the estimation. Especially, a process might terminate before the termination time is estimated if the computation time of the process is shorter than the communication delay time between the load balancer and the server. In this paper, we assume the computation time of each process is shorter than the communication delay time. Then, we propose a delay time-based (DTB) algorithm to select a server for each request process so that the total power consumption of a cluster to perform processes on the server can be reduced. In the DTB algorithm, it is not necessary to collect a state of every process on each server to estimate the power consumption laxity. In addition, the minimum computation time of a process is not required to be a priori defined in the DTB algorithm.
引用
收藏
页码:294 / 301
页数:8
相关论文
共 50 条
[21]   QoS-Aware Energy-Efficient Cooperative Scheme for Cluster-Based IoT Systems [J].
Song, Liumeng ;
Chai, Kok Keong ;
Chen, Yue ;
Schormans, John ;
Loo, Jonathan ;
Vinel, Alexey .
IEEE SYSTEMS JOURNAL, 2017, 11 (03) :1447-1455
[22]   A Simple Algorithm to Select Energy-efficient Servers for Storage and Computation Processes [J].
Sawada, Atsuhiro ;
Duolikun, Dilawaer ;
Watanabe, Ryo ;
Enokido, Tomoya ;
Takizawa, Makoto .
2018 32ND INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (WAINA), 2018, :293-300
[23]   An Energy-Efficient Redundant Execution Algorithm by Terminating Meaningless Redundant Processes [J].
Enokido, Tomoya ;
Aikebaier, Ailixier ;
Takizawa, Makoto .
2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2013, :1-8
[24]   Energy-efficient machining systems: a critical review [J].
Peng, Tao ;
Xu, Xun .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 72 (9-12) :1389-1406
[25]   An energy-efficient task scheduling algorithm for heterogeneous cloud computing systems [J].
Panda, Sanjaya K. ;
Jana, Prasanta K. .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (02) :509-527
[26]   Differentiating the Starting Time of Computation Process Replicas in the Improved Redundant Delay Time-Based (IRDTB) Algorithm [J].
Enokido, Tomoya ;
Takizawa, Makoto .
2017 IEEE 31ST INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2017, :99-106
[27]   Hybrid Replication Schemes of Processes for Fault-Tolerance Systems in Energy-Efficient Server Clusters [J].
Oma, Ryuji ;
Nakamura, Shigenari ;
Enokido, Tomoya ;
Takizawa, Makoto .
ADVANCES ON BROAD-BAND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2017, 2018, 12 :597-607
[28]   Hybrid Replication Schemes of Processes in Energy-Efficient Server Clusters [J].
Oma, Ryuji ;
Nakamura, Shigenari ;
Enokido, Tomoya ;
Takizawa, Makoto .
ADVANCES IN NETWORK-BASED INFORMATION SYSTEMS, NBIS-2017, 2018, 7 :699-710
[29]   Accurate Energy-Efficient Power Control for Uplink NOMA Systems under Delay Constraint [J].
Cai, Bowen ;
Chen, Yu ;
Cui, Qimei ;
Zhu, Xiaoxuan ;
Yang, Yang .
2018 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2018, :682-687
[30]   Energy-Efficient Power Allocation for Delay-Sensitive Traffic over Wireless Systems [J].
Liu, Lingjia .
2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, :5901-5905