Title :
Optimizing a “content-aware” load balancing strategy for shared Web hosting service
Author :
Cherkasova, Ludmila ; Ponnekanti, Shankar R.
Author_Institution :
Hewlett-Packard Labs., Palo Alto, CA, USA
Abstract :
FLEX is a new scalable “locality-aware” solution for achieving both load balancing and efficient memory usage on a cluster of machines hosting several Web sites. FLEX allocates the sites to different machines in the cluster based on their traffic characteristics. We propose a set of new methods and algorithms (Simple+, Advanced and Advanced+) to improve the allocation of the Web sites to different machines. New methods show additional performance benefits as compared to the original Simple strategy. Experiments show that FLEX outperforms traditional load-balancing solutions by 50% to 100% (in throughput), even for a four-node cluster. The miss ratio is improved 2-3 times
Keywords :
Internet; file servers; information resources; optimisation; resource allocation; shared memory systems; telecommunication traffic; FLEX; World Wide Web site allocation; cluster computing; content-aware load balancing strategy optimization; efficient memory usage; miss ratio; performance; scalable locality-aware solution; shared Web hosting service; throughput; traffic characteristics; Clustering algorithms; File servers; Hardware; Laboratories; Load management; Milling machines; Random access memory; Read-write memory; Routing; Web server;
Conference_Titel :
Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 2000. Proceedings. 8th International Symposium on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7695-0728-X
DOI :
10.1109/MASCOT.2000.876576