Title :
Microeconomic algorithms for load balancing in distributed computer systems
Author :
Ferguson, D. ; Yemini, Yechiam ; Nikolaou, Christos
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
Abstract :
A novel approach to allocating and sharing communication and computational resources in a distributed system is described. The approach, which is based on concepts drawn from microeconomics, uses algorithms that are competitive rather than cooperative. The effectiveness of these concepts is demonstrated by describing an economy that improves the performance of a distributed system by implementing load balancing. In this economy, competition sets prices for the resources in the system. Jobs complete for the resources by issuing bids, and the resource allocation decisions are made through auctions held by the processors. The benefits of the method include limited complexity and algorithms that are intrinsically decentralized and modular. Simulation studies show that these economies achieve substantial performance benefits.<>
Keywords :
distributed processing; performance evaluation; supervisory programs; auctions; distributed computer systems; load balancing; microeconomics; performance benefits; resource allocation decisions; Bandwidth; Computational modeling; Computer science; Computer simulation; Distributed computing; Load management; Microeconomics; Parallel processing; Power generation economics; Resource management;
Conference_Titel :
Distributed Computing Systems, 1988., 8th International Conference on
Conference_Location :
San Jose, CA, USA
Print_ISBN :
0-8186-0865-X
DOI :
10.1109/DCS.1988.12552