Automatic Algorithm Recognition and Replacement: A New Approach to Program Optimization - Couverture rigide

Metzger, Robert; Wen, Zhaofang

 
9780262133685: Automatic Algorithm Recognition and Replacement: A New Approach to Program Optimization

Synopsis

This book describes a fundamentally new theoretical framework for finding poor algorithms in an application program and replacing them with ones that parallelize the code.

Parallel computation will become the norm in the coming decades. Unfortunately, advances in parallel hardware have far outpaced parallel applications of software. There are currently two approaches to applying parallelism to applications. One is to write completely new applications in new languages. But abandoning applications that work is unacceptable to most nonacademic users of high-performance computers. The other approach is to convert existing applications to a parallel form. This can be done manually or automatically. Even partial success in doing the job automatically has obvious economic advantages. This book describes a fundamentally new theoretical framework for finding poor algorithms in an application program and replacing them with ones that parallelize the code.

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À propos de l?auteur

Zhaofang Wen is a researcher working at Sandia National Labs.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.