Paper Info
Title
Hybrid approach for data-flow analysis of MPI programs
Abstract
With the increasing cost of developing robust HPC software, precise data-flow analysis for MPI programs -- the mainstay of HPC programming -- are essential. The knowledge of communication is essential for precise data-flow analysis and the difficulty of statically determining it makes the conventional techniques insufficient. Hybrid methods combining static and dynamic techniques are needed and in this work we demonstrate one such approach in building the parallel control-flow graph which can then be used to leverage the precision of data-flow analyses for MPI programs.
Year
DOI
Venue
2013
10.1145/2464996.2467286
I4CS
Keywords
Field
DocType
hybrid method,conventional technique,data-flow analysis,hybrid approach,hpc programming,dynamic technique,parallel control-flow graph,mpi program,increasing cost,precise data-flow analysis,robust hpc software,mpi,data flow analysis
Graph,Computer science,Parallel computing,Data-flow analysis,Software,Distributed computing
Conference
Citations 
PageRank 
References 
8
0.53
2
Authors
3
Name
Order
Citations
PageRank
Sriram Aananthakrishnan1523.11
Greg Bronevetsky294944.91
Ganesh Gopalakrishnan31619130.11