• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Bi, Jing (Bi, Jing.) | Yuan, Haitao (Yuan, Haitao.) | Tan, Wei (Tan, Wei.) | Li, Bo Hu (Li, Bo Hu.)

Indexed by:

Scopus SCIE

Abstract:

The growing deployment of Internet services in cloud data centers significantly increases the grid energy cost of cloud providers. Considering the environmental effect, many of current cloud providers migrate to green cloud data centers (GCDCs), and seek to reduce the usage of brown energy by partially (or entirely) adopting renewable energy sources. However, the temporal diversity in the grid price, wind speed and solar irradiance makes it a big challenge to minimize the grid energy cost of a GCDC while meeting the performance of each delay bounded request. This work proposes a Temporal Request Scheduling algorithm (TRS) that jointly considers the temporal diversity. TRS considers the long tail in real-life requests' delay, and can provide strict delay assurance to all arriving requests by scheduling them to execute within their delay bound. Besides, this work explicitly provides mathematical modeling of the relation between the service rate in a GCDC and the refusal of delay bounded requests. Specifically, TRS solves' a constrained nonlinear optimization problem by a hybrid meta-heuristic in each of its iterations. Compared with some existing scheduling methods, TRS can achieve higher throughput and lower grid energy cost for a GCDC while meeting each request's delay requirement. (C) 2016 Elsevier Inc. All rights reserved.

Keyword:

Simulated annealing Energy management Particle swarm optimization Scheduling Cloud data center

Author Community:

  • [ 1 ] [Bi, Jing]Beijing Univ Technol, Sch Software Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Bi, Jing]Beijing Engn Res Ctr IoT Software & Syst, Beijing 100124, Peoples R China
  • [ 3 ] [Yuan, Haitao]Beijing Jiaotong Univ, Sch Software Engn, Beijing 100044, Peoples R China
  • [ 4 ] [Tan, Wei]IBM TJ Watson Res Ctr, Yorktown Hts, NY 10598 USA
  • [ 5 ] [Li, Bo Hu]Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China

Reprint Author's Address:

  • [Yuan, Haitao]Beijing Jiaotong Univ, Sch Software Engn, Beijing 100044, Peoples R China

Show more details

Related Keywords:

Related Article:

Source :

INFORMATION SCIENCES

ISSN: 0020-0255

Year: 2016

Volume: 360

Page: 57-72

8 . 1 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:167

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 32

SCOPUS Cited Count: 37

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

Online/Total:1266/10605852
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.