DocumentCode
296690
Title
A dynamic load balancing algorithm for a heterogeneous computing environment
Author
Maheshwari, Piyush
Author_Institution
Sch. of Comput. & Inf. Technol., Griffith Univ., Brisbane, Qld., Australia
Volume
1
fYear
1996
fDate
3-6 Jan 1996
Firstpage
338
Abstract
Heterogeneous computing opens up new challenges and opportunities in fields such as parallel processing, design of algorithms for applications, partitioning and mapping of parallel tasks, interconnection network technology and the design of heterogeneous programming environments. Lots of load balancing algorithms have been proposed and experimented with in the past years for homogeneous parallel and distributed systems. The author presents a priority-based decay usage load balancing algorithm for a heterogeneous computing environment. The algorithm determines the task precedence graph of the parallel jobs dynamically at run-time and assigns appropriate priorities to the processes to resolve the dependencies. The heuristic algorithm has been tested on some heterogeneous program models
Keywords
multiprocessor interconnection networks; parallel algorithms; parallel programming; programming environments; resource allocation; algorithm design; dynamic load balancing algorithm; heterogeneous computing environment; heterogeneous programming environments; heuristic algorithm; interconnection network technology; parallel processing; parallel task mapping; parallel task partitioning; priority-based decay usage; process priority assignment; run-time system; task precedence graph; Algorithm design and analysis; Computer networks; Concurrent computing; Heuristic algorithms; Load management; Multiprocessor interconnection networks; Parallel processing; Partitioning algorithms; Process design; Programming environments;
fLanguage
English
Publisher
ieee
Conference_Titel
System Sciences, 1996., Proceedings of the Twenty-Ninth Hawaii International Conference on ,
Conference_Location
Wailea, HI
Print_ISBN
0-8186-7324-9
Type
conf
DOI
10.1109/HICSS.1996.495479
Filename
495479
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