Title :
Pro-active task sharing in a self-organizing server cluster
Author :
Senbel, Samah A.
Author_Institution :
Coll. of Comput. & Inf. Technol., Arab Acad. for Sci., Technol., & Maritime Transp., Cairo
Abstract :
We present a dynamic self-organizing design for a server cluster that dynamically allocates jobs to servers in a server cluster, while maintaining certain QoS objectives, mainly a guaranteed maximum response time. Our design is based upon providing autonomy for each node in the cluster by having the node maintain only partial information about the system and having a mechanism for each node to process jobs or redirect it to a neighbor node. We introduce a new technique for load balancing to be implemented by nodes with low utilization that drastically reduces the job rejection ratio as well as the average response time. The basic idea is for low-utilization nodes to aggressively advertise themselves to high-utilization nodes as candidate neighbors, and to attempt to ldquograbrdquo jobs from the job queues of more busy neighbors. Our new technique is compared to other techniques and it performed well in all metrics: rejection ratio, average job response time, average node utilization, and reaction to an overload situation.
Keywords :
pattern clustering; quality of service; QoS objectives; average job response time; average node utilization; high-utilization nodes; load balancing; overload situation; partial information; proactive task sharing; rejection ratio; self-organizing server cluster; Delay; Educational institutions; Job design; Peer to peer computing; Routing; Scalability; Software maintenance; Time sharing computer systems; Web and internet services; Web server;
Conference_Titel :
Computers and Communications, 2008. ISCC 2008. IEEE Symposium on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4244-2702-4
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2008.4625597