Distributed and Parallel Computing

Tom Van Cutsem, Philipp Haller

Onderzoeksoutput: ChapterResearch

Samenvatting

The Scala Actors API puts a powerful, yet simple, parallel computing framework built on top of the JVM at your disposal. This chapter illustrates how to accomplish some common parallel and distributed computing tasks with actors. In particular, we focus on two patterns that are useful in many applications: MAPREDUCE and reliable broadcasting. MAPREDUCE is a paradigm for parallel and distributed programming that has been established as a de facto standard to accomplish a wide variety of tasks, such as hypertext document processing, machine learning, and data mining. Reliable broadcasting, on the other hand, is often necessary in distributed applications where machines in a cluster can fail due to hardware outages or communication delays.
Originele taal-2English
TitelActors in Scala
SubtitelConcurrent programming for the multi-core era
RedacteurenPhilipp Haller, Frank Sommers
UitgeverijArtima
Pagina's123-140
Aantal pagina's17
ISBN van geprinte versie9780981531656
StatusPublished - 31 jan 2012

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Philipp Haller and Frank Sommers

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