Cloud Computing System Management Under Flat Rate Pricing

被引:18
作者
Li, Chu-Fen [1 ]
机构
[1] Natl Formosa Univ, Dept Finance, Grad Inst Business & Management, Huwei 63201, Yunlin, Taiwan
关键词
Fairness; Pricing mechanism; Performance evaluation; Social welfare; Tragedy of the commons; NETWORK; MODEL;
D O I
10.1007/s10922-010-9196-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Success of cloud computing service depends on an acceptable pricing mechanism both by users and the service provider. Piece rate pricing by counting work load should be favorable for the service provider due to the QoS control and finite resource, such as computing and, communication powers. Though the pricing mechanism based on counting work load is reasonable and fair, the experiences learned from ADSL, 3G and Wi-Fi show a different story. The flat rate pricing mechanism is the winner all the way. This study proposes a flat rate pricing mechanism with congestion control, called FRPCC. In the cloud computing system, allocation of resources can be formulated as an optimization problem seeking to maximize the sum of the utility function of each user under the constraints of fairness. The piece rate pricing mechanism is easy to achieve the social welfare but is not easy to be acceptable for customers. Consequently, we propose a congestion control scheme to reach the same goal with a flat rate pricing mechanism. The proposed FRPCC approach can achieve social welfare in the cloud computing environment. Performance evaluations show efficacy of, FRPCC approach in providing social welfare under fairness and preventing congestion.
引用
收藏
页码:305 / 318
页数:14
相关论文
共 37 条
[1]  
[Anonymous], P ACM SIGCOMM 98
[2]  
[Anonymous], 2009, DEP ELECT ENG COMPUT
[3]  
[Anonymous], 1997, P ACM SIGCOMM 1997 O
[4]  
[Anonymous], 1991, The Art of Computer Systems Performance Analysis: Techniquesfor Experimental Design, Measurement, Simulation, and Modeling
[5]   Pricing under quality of service uncertainty: Market segmentation via statistical QoS guarantees [J].
Bhargava, Hemant K. ;
Sun, Daewon .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 191 (03) :1189-1204
[6]   Market-Oriented Cloud Computing: Vision, Hype, and Reality for Delivering IT Services as Computing Utilities [J].
Buyya, Rajkumar ;
Yeo, Chee Shin ;
Venugopal, Srikumar .
HPCC 2008: 10TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS, PROCEEDINGS, 2008, :5-13
[7]   Comparison of the group-buying auction and the fixed pricing mechanism [J].
Chen, Jian ;
Chen, Xilong ;
Song, Xiping .
DECISION SUPPORT SYSTEMS, 2007, 43 (02) :445-459
[8]   Adaptive QoS provisioning by pricing incentive QoS routing for next generation networks [J].
Cheng, Gang ;
Ansari, Nirwan ;
Papavassiliou, Symeon .
COMPUTER COMMUNICATIONS, 2008, 31 (10) :2308-2318
[10]  
Clerget A, 2001, IEEE INFOCOM SER, P498, DOI 10.1109/INFCOM.2001.916752