Contention-Aware Mapping and Scheduling Optimization for NoC-Based MPSoCs (Student Abstract)
Author(s) -
Yupeng Zhou,
Rongjie Yan,
Anyu Cai,
Yige Yan,
Minghao Yin
Publication year - 2020
Publication title -
proceedings of the aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v34i10.7270
Subject(s) - heuristics , computer science , network on a chip , scheduling (production processes) , distributed computing , parallel computing , constraint (computer aided design) , mathematical optimization , computer network , engineering , mathematics , operating system , mechanical engineering
We consider spacial and temporal aspects of communication to avoid contention in Network-on-Chip (NoC) architectures. A constraint model is constructed such that the design concerns can be evaluated, and an efficient evolutionary algorithm with various heuristics is proposed to search for better solutions. Experimentations from random benchmarks demonstrate the efficiency of our method in multi-objective optimization and the effectiveness of our techniques in avoiding network contention.
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