Mapping task graphs onto Network Processors using genetic algorithm
Nandeesh Kumar
Broschiertes Buch

Mapping task graphs onto Network Processors using genetic algorithm

Multi-Task Processing

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This book presents an automated task schedulingtechnique to address this parallel programmingcomplexity. Our proposed technique is based on GA. Byincorporating tasks dependency into scheduling listand encoding task scheduling list as a chromosome, GAcan quickly remove the invalid mappings and evolve tothe high quality solutions. This technique takesadvantage of task-level and application-levelparallelism to maximize system performance for agiven NPs architecture. The simulation results showthat this proposed technique can generate highquality mapping comparing to other heuristics bymapping som...