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FM-Index on GPU: A Cooperative Scheme to Reduce Memory Footprint
2014
2014 IEEE International Symposium on Parallel and Distributed Processing with Applications
The FM-index is a data structure which is seeing more and more pervasive use, in particular in the field of highthroughput bioinformatics. Algorithms based on it show a pseudo-random memory access pattern. As a consequence, they are usually bound by memory bandwidth rather than CPU usage. Naive GPU implementations are no exception. Here we show that the combination of a compact design of the FM-index and a thread-cooperative approach can be used to restore a proper balance. The resulting
doi:10.1109/ispa.2014.10
dblp:conf/ispa/ChaconMERM14
fatcat:o3qar2lhxvfn3da2g544k2mdmi