Ant Colony Optimization Algorithm for Building Virtual Machine Images in Cloud Systems

被引：0

作者：

Shukhman, Alexander E. ^{[1
]}

Polezhaev, Petr N. ^{[1
]}

Legashev, Leonid V. ^{[1
]}

Ushakov, Yury A. ^{[1
]}

Bolodurina, Irina P. ^{[1
]}

机构：

[1] Orenburg State Univ, Dept Math & Informat Technol, Orenburg, Russia

来源：

PROCEEDINGS OF THE 2018 3RD RUSSIAN-PACIFIC CONFERENCE ON COMPUTER TECHNOLOGY AND APPLICATIONS (RPC) | 2018年

基金：

俄罗斯基础研究基金会;

关键词：

cloud systems; virtual classrooms; virtual machine images; Steiner problem; nt colony optimization;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

The paper describes the development of an efficient algorithm for building virtual machine (VM) images in a cloud educational resource datacenter (CERD) providing remote shared access for educational institutions to software packages. In this paper the problem of time optimization for building VM images with limited server disk capacity is formalized. This problem is reduced to the Steiner problem for directed graphs. We have developed the efficient algorithm for building VM images based on ant colony optimization. Comparing the developed algorithm with the greedy algorithm we find that its solutions very effective for the proposed problem.

引用

页数：4

共 3 条

[1] Minimizing Response Latency via Efficient Virtual Machine Placement in Cloud Systems
Deng, Hou
Huang, Liusheng
Yang, Chenkai
Xu, Hongli
Leng, Bing
2015 IEEE 34TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2015,
[2] A probabilistic multi-tenant model for virtual machine mapping in cloud systems
Wang, Zhuoyao
Hayat, Majeed M.
Ghani, Nasir
Shaban, Khaled Bashir
2014 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2014, : 339 - 343
[3] Dynamic Virtual Machine Allocation in Cloud Server Facility Systems with Renewable Energy Sources
Hatzopoulos, Dimitris
Koutsopoulos, Iordanis
Koutitas, George
van Heddeghem, Ward
2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 4217 - +

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