DocumentCode
616062
Title
Distributed load balancing in a multiple server system by shift-invariant protocol sequences
Author
Yupeng Zhang ; Wing Shing Wong
Author_Institution
Dept. of Inf. Eng., Chinese Univ. of Hong Kong, Hong Kong, China
fYear
2013
fDate
7-10 April 2013
Firstpage
1639
Lastpage
1644
Abstract
Ideally, many application systems for distributed users should be designed without requiring a centralized controller, for example cloud computing or wireless sensor networks. A fundamental challenge to developing distributed algorithms for these systems is load balancing, which is the focus of study in this paper. A common feature of these distributed algorithms is that routing decisions should be derivable without requiring much information from the system, probabilistic routing is one example coming to mind. In this paper, we propose a new routing strategy based on the idea of shift-invariant protocol sequences. We study this load balancing approach in the context of a queuing model of multi-server system. Our model and strategy can be applied to many practical systems, including wireless networks. Numerical studies were carried out to compare our strategy with other routing strategies such as probabilistic routing and random sequences routing. The results show that the proposed algorithm has better performance than these strategies.
Keywords
centralised control; distributed algorithms; network servers; protocols; queueing theory; resource allocation; sequences; telecommunication control; wireless sensor networks; centralized controller; distributed algorithms; distributed load balancing; distributed users; multiple server system; probabilistic routing; queuing model; shift-invariant protocol sequences; wireless networks; Load management; Load modeling; Probabilistic logic; Protocols; Routing; Servers; Time factors; Distributed load balancing; Multiple server system; Shift- Invariant Protocol Sequences; Wireless sensor network;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications and Networking Conference (WCNC), 2013 IEEE
Conference_Location
Shanghai
ISSN
1525-3511
Print_ISBN
978-1-4673-5938-2
Electronic_ISBN
1525-3511
Type
conf
DOI
10.1109/WCNC.2013.6554809
Filename
6554809
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