Title :
A task allocation algorithm for distributed computing systems
Author :
Yau, Stephen S. ; Satish, Venkeepuram R.
Author_Institution :
Comput. & Inf. Sci. Dept., Florida Univ., Gainesville, FL, USA
Abstract :
Most performance lapses in distributed computing systems can be traced to the lack of a good task allocation strategy for distributed software. Random assignment of tasks or modules onto processors or subsystems can substantially degrade the performance of the entire distribution system. In this paper a heuristic algorithm for task allocation for any distributed computing system where the subsystems are connected in the form of a local area network and communicate by means of broadcasting is presented. This algorithm is based on minimizing communication cost and balancing the load among its subsystems. An example to illustrate our algorithm is also given
Keywords :
broadcasting; computational complexity; distributed algorithms; local area networks; resource allocation; broadcasting; communication cost minimisation; distributed computing; distributed software; heuristic algorithm; load balancing; local area network; performance lapses; subsystems; task allocation algorithm; Broadcasting; Costs; Degradation; Distributed computing; Heuristic algorithms; Linear programming; Local area networks; Software algorithms; Software performance; Very large scale integration;
Conference_Titel :
Computer Software and Applications Conference, 1993. COMPSAC 93. Proceedings., Seventeenth Annual International
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-8186-4440-0
DOI :
10.1109/CMPSAC.1993.404238