Irregular applications: architectures & algorithms

Authors:
John Feo;Oreste Villa;Antonino Tumeo;Simone Secchi
Affiliations:
Pacific Northwest National Laboratory, Richland, WA, USA;Pacific Northwest National Laboratory, Richland, WA, USA;Pacific Northwest National Laboratory, Richand, WA, USA;Pacific Northwest National Laboratory, Richland, WA, USA
Venue:
Proceedings of the first workshop on Irregular applications: architectures and algorithm
Year:
2011

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Abstract

Irregular applications are characterized by irregular data structures, control and communication patterns. Novel irregular high performance applications which deal with large data sets and require have recently appeared. Unfortunately, current high performance systems and software infrastructures executes irregular algorithms poorly. Only coordinated efforts by end user, area specialists and computer scientists that consider both the architecture and the software stack may be able to provide solutions to the challenges of modern irregular applications.