Title :
Efficient algorithms for a class of partitioning problems
Author :
Iqbal, M. Ashraf ; Bokhari, Shahid H.
Author_Institution :
Dept. of Electr. Eng., Univ. of Eng. & Technol., Lahore, Pakistan
fDate :
2/1/1995 12:00:00 AM
Abstract :
We address the problem of optimally partitioning the modules of chain- or tree-like tasks over chain-structured or host-satellite multiple computer systems. This important class of problems includes many signal processing and industrial control applications. Prior research has resulted in a succession of faster exact and approximate algorithms for these problems. We describe polynomial exact and approximate algorithms for this class that are better than any of the previously reported algorithms. Our approach is based on a preprocessing step that condenses the given chain or tree structured task into a monotonic chain or tree. The partitioning of this monotonic task can then be carried out using fast search techniques
Keywords :
parallel algorithms; problem solving; processor scheduling; assignments; chain-like tasks; host-satellite systems; load balancing; monotonic chain; monotonic tree; optimally partitioning; parallel processing; partitioning problems; polynomial approximate algorithms; polynomial exact algorithms; preprocessing step; tree-like tasks; Application software; Concurrent computing; Costs; Industrial control; Parallel processing; Partitioning algorithms; Polynomials; Signal processing; Signal processing algorithms; Space technology;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on