DocumentCode
579097
Title
Average delay SLAs in Cloud computing
Author
Saovapakhiran, Boonyarith ; Devetsikiotis, Michael ; Michailidis, George ; Viniotis, Yannis
Author_Institution
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
fYear
2012
fDate
10-15 June 2012
Firstpage
1302
Lastpage
1308
Abstract
In this paper, we conduct feasibility studies on the average delay space for Cloud computing, and we propose a heuristic method to control the vector of average delays, subject to predefined delay constraints. Our work is strongly motivated by the fact that delay control plays a critical role to improve Service Level Agreements (SLA) between users and Cloud service providers, which is necessary for empowering online business. Specifically, our main contributions are two-fold: First, the feasible regions of various routing algorithms for the system´s dispatcher are investigated in depth. Second, a simple heuristic algorithm is designed, to move the average delay point along the feasible direction until achieving the delay constraints. Average delay is dependent on multiple factors such as job size, inter-arrival time, flow rate, and the dispatching rules of the system. Therefore, we vary their distribution, parameters and routing rules to examine how the feasible regions move or change. After establishing the feasible delay space, then by moving along the feasible directions, we show that a simple heuristic algorithm can achieve the delay constraints for a two queue system.
Keywords
cloud computing; delays; queueing theory; aerage delay SLA; average delay point; average delay space; cloud computing; cloud service providers; heuristic algorithm; heuristic method; online business; predefined delay constraints; queue system; routing rules; service level agreements; vector control; Algorithm design and analysis; Cloud computing; Delay; Dispatching; Heuristic algorithms; Servers; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2012 IEEE International Conference on
Conference_Location
Ottawa, ON
ISSN
1550-3607
Print_ISBN
978-1-4577-2052-9
Electronic_ISBN
1550-3607
Type
conf
DOI
10.1109/ICC.2012.6364548
Filename
6364548
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