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