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Author:

Yuan, Haitao (Yuan, Haitao.) | Bi, Jing (Bi, Jing.) (Scholars:毕敬) | Zhou, MengChu (Zhou, MengChu.)

Indexed by:

CPCI-S

Abstract:

Many different types of applications simultaneously execute in current data centers (DCs). To provide low cost and improved performance, each application is typically deployed in distributed DCs. Tasks of users around the world first go through Internet service providers (ISPs) which deliver data between distributed DCs and users. However, capacities and bandwidth cost of different ISPs vary. Besides, energy cost of multiple DCs located in different geographical pi aces is different. With the growth of tasks, the DC provider's energy and ISP bandwidth cost is huge and continues to increase. Therefore, due to the energy and bandwidth cost difference in different geographical pi aces, it is highly difficult to minimize the DC provider's total cost. Therefore, to tackle the problem, this work proposes a cost-sensitive task routing approach that can jointly specify the optimal selection of available ISPs for the arriving tasks, and the optimal number of switched-on servers in each DC. Finally, the simulation with tasks in Google's data center shows the proposed cost-sensitive task routing approach can effectively decrease the DC provider's cost, and raise system throughput in comparison with some typical scheduling method.

Keyword:

cIoud performance analysis cost optimization data center task routing

Author Community:

  • [ 1 ] [Yuan, Haitao]Beijing Jiaotong Univ, Sch Software Engn, Beijing 100044, Peoples R China
  • [ 2 ] [Bi, Jing]Beijing Univ Technol, Sch Software Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Zhou, MengChu]New Jersey Inst Technol, Dept Elect & Comp Engn, Newark, NJ 07102 USA

Reprint Author's Address:

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

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Source :

PROCEEDINGS OF THE 2017 IEEE 14TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC 2017)

ISSN: 1810-7869

Year: 2017

Page: 507-512

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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