DocumentCode :
7902
Title :
A Distributed Control Law for Load Balancing in Content Delivery Networks
Author :
Manfredi, S. ; Oliviero, F. ; Romano, S.P.
Author_Institution :
Dipt. di Inf. e Sist., Federico II Univ. of Napoli, Naples, Italy
Volume :
21
Issue :
1
fYear :
2013
fDate :
Feb. 2013
Firstpage :
55
Lastpage :
68
Abstract :
In this paper, we face the challenging issue of defining and implementing an effective law for load balancing in Content Delivery Networks (CDNs). We base our proposal on a formal study of a CDN system, carried out through the exploitation of a fluid flow model characterization of the network of servers. Starting from such characterization, we derive and prove a lemma about the network queues equilibrium. This result is then leveraged in order to devise a novel distributed and time-continuous algorithm for load balancing, which is also reformulated in a time-discrete version. The discrete formulation of the proposed balancing law is eventually discussed in terms of its actual implementation in a real-world scenario. Finally, the overall approach is validated by means of simulations.
Keywords :
Internet; control engineering computing; distributed algorithms; network servers; queueing theory; resource allocation; ίuid ίow model characterization; CDN system; content delivery networks; distributed algorithm; distributed control law; load balancing; network queues equilibrium; network servers; time-continuous algorithm; time-discrete version; Heuristic algorithms; Load management; Load modeling; Routing; Servers; Symmetric matrices; Time factors; Content Delivery Network (CDN); control theory; request balancing;
fLanguage :
English
Journal_Title :
Networking, IEEE/ACM Transactions on
Publisher :
ieee
ISSN :
1063-6692
Type :
jour
DOI :
10.1109/TNET.2012.2190297
Filename :
6176282
Link To Document :
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