Title
Mapping DAGs on Heterogeneous Platforms Using Logic-Based Benders Decompostion
Abstract
Efficient mapping of DAGs on heterogeneous multicore platforms is a key component for modern embedded applications. An approach based on the Benders decomposition principle that uses a heuristic pre-solver and Integer Linear and Constraint Programming methods to find proven-optimal solutions is introduced. We present multiple cuts generation schemes, that improve the performance of the solution process, and extensive experimental results, that show significant speedups compared to the pure ILP-based method.
Year
DOI
Venue
2015
10.1109/ISVLSI.2015.98
2015 IEEE Computer Society Annual Symposium on VLSI
Keywords
Field
DocType
Multicore architectures,DAGs mapping,Benders decomposition,ILP CP optimization
Integer,Heuristic,Scheduling (computing),Computer science,Constraint programming,Parallel computing,Embedded applications,Multi-core processor,Benders' decomposition
Conference
ISSN
Citations 
PageRank 
2159-3469
2
0.37
References 
Authors
12
4
Name
Order
Citations
PageRank
Andreas Emeretlis1112.95
George Theodoridis2101.91
Panayiotis Alefragis312014.33
Nikos S. Voros4255.31