DYNAMIC PRICING SCHEME FOR RESOURCE ALLOCATION IN MULTI-CLOUD ENVIRONMENT

被引：0

作者：

Shaari, Nurul Ainaa Binti Muhamad ^{[1
]}

Ang, Tan Fong ^{[2
]}

Por, Lip Yee ^{[2
]}

Liew, Chee Sun ^{[2
]}

机构：

[1] SEGi Univ, Sch Informat Technol, Petaling Jaya 47810, Selangor Darul, Malaysia

[2] Univ Malaya, Fac Comp Sci & Informat Technol, Dept Comp Syst & Technol, Kuala Lumpur 50603, Malaysia

来源：

MALAYSIAN JOURNAL OF COMPUTER SCIENCE | 2017年 / 30卷 / 01期

关键词：

Cloud Computing; Dynamic Pricing; Multi-Cloud; Resource Allocation; Resource Utilization; MANAGEMENT; MODELS;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Cloud computing has taken the IT and business world by storm through its cost savings and quick-and-easy adoption. Currently, fixed price model is dominating the pricing schemes in the cloud market. However, this model is unable to reflect the current market needs for cost savings as the number of cloud provider and user increases. As a result, a dynamic pricing scheme has emerged as an attractive strategy to better cope with the unpredictable cloud demand. This paper proposed a dynamic pricing scheme that provides fairness among the service providers in a multi-cloud environment. The scheme adjusts the price accordingly to encourage the low utilized resources' usage and discourage over utilized resources' usage. The evaluation results showed that the proposed scheme is able to reduce the cost of the end user when running compute-intensive and data-intensive jobs in the multi-cloud environment.

引用

页码：1 / 11

页数：11

共 28 条

[1] Cloud Computing Pricing Models: A Survey
Al-Roomi, May
Al-Ebrahim, Shaikha
Buqrais, Sabika
Ahmad, Imtiaz
[J]. INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2013, 6 (05): : 93 - 106
[2] Anandasivam A., 2009, ECIS 2009 P
[3] Adaptive QoS scheduling in a service-oriented grid environment
Ang, Tan Fong
Ling, Teck Chaw
Phang, Keat Keong
[J]. TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2012, 20 (03) : 413 - 424
[4] [Anonymous], 2012, P 2012 CSI 6 INT C S
[5] [Anonymous], 2010 INT S PERF EV C
[6] Bennett C., 2010, Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '10, P145, DOI DOI 10.1145/1835804.1835826
[7] Economic models for resource management and scheduling in Grid computing
Buyya, R
Abramson, D
Giddy, J
Stockinger, H
[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2002, 14 (13-15) : 1507 - 1542
[8] Buyya R, 2009, IEEE INT S CLUST COM, P12
[9] CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
Calheiros, Rodrigo N.
Ranjan, Rajiv
Beloglazov, Anton
De Rose, Cesar A. F.
Buyya, Rajkumar
[J]. SOFTWARE-PRACTICE & EXPERIENCE, 2011, 41 (01) : 23 - 50
[10] Goudarzi H., 2011, Proceedings of the 2011 31st International Conference on Distributed Computing Systems Workshops (ICDCS Workshops), P1, DOI 10.1109/ICDCSW.2011.52

← 1 2 3 →