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
Link To Document :
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