Reputation-based QoS provisioning in cloud computing via Dirichlet multinomial model

Yanping Xiao; Chuang Lin; Yixin Jiang; Xiaowen Chu; Xuemin Shen

doi:10.1109/ICC.2010.5502407

Reputation-based QoS provisioning in cloud computing via Dirichlet multinomial model

Yanping Xiao^*, Chuang Lin, Yixin Jiang, Xiaowen Chu, Xuemin Shen

^*Corresponding author for this work

Department of Computer Science

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

50 Citations (Scopus)

Abstract

In Cloud computing, users with different service requirements often need to negotiate with service provider via Service Level Agreement (SLA). The unique pay-as-you-go billing way in Cloud computing challenges resource provisioning for service providers. In this paper, based on the Dirichlet multinomial model, we present an efficient reputation-based QoS provisioning scheme, which can minimize the cost of computing resources, while satisfying the desired QoS metrics. Unlike the previous counterparts, we consider the statistical probability of the response time as a practical metric rather than the typical mean response time. Numerical results show the efficiency and effectiveness of the proposed scheme.

Original language	English
Title of host publication	2010 IEEE International Conference on Communications, ICC 2010
DOIs	https://doi.org/10.1109/ICC.2010.5502407
Publication status	Published - 2010
Event	2010 IEEE International Conference on Communications, ICC 2010 - Cape Town, South Africa Duration: 23 May 2010 → 27 May 2010

Publication series

Name	IEEE International Conference on Communications
ISSN (Print)	0536-1486

Conference

Conference	2010 IEEE International Conference on Communications, ICC 2010
Country/Territory	South Africa
City	Cape Town
Period	23/05/10 → 27/05/10

User-Defined Keywords

Cloud computing
QoS provisioning
Reputation

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10.1109/ICC.2010.5502407

Cite this

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title = "Reputation-based QoS provisioning in cloud computing via Dirichlet multinomial model",

abstract = "In Cloud computing, users with different service requirements often need to negotiate with service provider via Service Level Agreement (SLA). The unique pay-as-you-go billing way in Cloud computing challenges resource provisioning for service providers. In this paper, based on the Dirichlet multinomial model, we present an efficient reputation-based QoS provisioning scheme, which can minimize the cost of computing resources, while satisfying the desired QoS metrics. Unlike the previous counterparts, we consider the statistical probability of the response time as a practical metric rather than the typical mean response time. Numerical results show the efficiency and effectiveness of the proposed scheme.",

keywords = "Cloud computing, QoS provisioning, Reputation",

author = "Yanping Xiao and Chuang Lin and Yixin Jiang and Xiaowen Chu and Xuemin Shen",

year = "2010",

doi = "10.1109/ICC.2010.5502407",

language = "English",

isbn = "9781424464043",

series = "IEEE International Conference on Communications",

booktitle = "2010 IEEE International Conference on Communications, ICC 2010",

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Xiao, Y, Lin, C, Jiang, Y, Chu, X & Shen, X 2010, Reputation-based QoS provisioning in cloud computing via Dirichlet multinomial model. in 2010 IEEE International Conference on Communications, ICC 2010., 5502407, IEEE International Conference on Communications, 2010 IEEE International Conference on Communications, ICC 2010, Cape Town, South Africa, 23/05/10. https://doi.org/10.1109/ICC.2010.5502407

TY - GEN

T1 - Reputation-based QoS provisioning in cloud computing via Dirichlet multinomial model

AU - Xiao, Yanping

AU - Lin, Chuang

AU - Jiang, Yixin

AU - Chu, Xiaowen

AU - Shen, Xuemin

PY - 2010

Y1 - 2010

N2 - In Cloud computing, users with different service requirements often need to negotiate with service provider via Service Level Agreement (SLA). The unique pay-as-you-go billing way in Cloud computing challenges resource provisioning for service providers. In this paper, based on the Dirichlet multinomial model, we present an efficient reputation-based QoS provisioning scheme, which can minimize the cost of computing resources, while satisfying the desired QoS metrics. Unlike the previous counterparts, we consider the statistical probability of the response time as a practical metric rather than the typical mean response time. Numerical results show the efficiency and effectiveness of the proposed scheme.

AB - In Cloud computing, users with different service requirements often need to negotiate with service provider via Service Level Agreement (SLA). The unique pay-as-you-go billing way in Cloud computing challenges resource provisioning for service providers. In this paper, based on the Dirichlet multinomial model, we present an efficient reputation-based QoS provisioning scheme, which can minimize the cost of computing resources, while satisfying the desired QoS metrics. Unlike the previous counterparts, we consider the statistical probability of the response time as a practical metric rather than the typical mean response time. Numerical results show the efficiency and effectiveness of the proposed scheme.

KW - Cloud computing

KW - QoS provisioning

KW - Reputation

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U2 - 10.1109/ICC.2010.5502407

DO - 10.1109/ICC.2010.5502407

M3 - Conference proceeding

AN - SCOPUS:77955358419

SN - 9781424464043

T3 - IEEE International Conference on Communications

BT - 2010 IEEE International Conference on Communications, ICC 2010

T2 - 2010 IEEE International Conference on Communications, ICC 2010

Y2 - 23 May 2010 through 27 May 2010

ER -

Reputation-based QoS provisioning in cloud computing via Dirichlet multinomial model

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