Kniha Dataflow-Based Rollback Recovery in Distributed and Multi-Core Systems David Cummings

Dataflow-Based Rollback Recovery in Distributed and Multi-Core Systems

A Novel Software Approach for Building Highly Reliable Distributed and Multi-Core Systems

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: VDM Verlag
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
1 875
Many computer programs, especially those involving scientific computing, are long running and rely o...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
236
EAN
9783639210194
ISBN
3639210190
Enbook ID
06828948
Vydavatel
Hmotnost
349
Rozměry
152 x 229 x 14

Kompletní popis

Many computer programs, especially those involving scientific computing, are long running and rely on parallel processing. The long run times, as well as the increased probability of hardware failures as the number of processors increases and semiconductor feature sizes shrink, demand a high level of recoverability from hardware failures. To address this, we describe a novel approach to parallel programming based on the large grain dataflow model of computing. This approach provides a number of fault-tolerance features, including two forms of application-transparent rollback recovery, process restart and distributed checkpoint/rollback. We describe a simulator for a large grain dataflow system named COSMOS that was originally developed at NASA s Jet Propulsion Laboratory and was based on a distributed-memory architecture. Using the COSMOS simulator, performance comparisons and tradeoffs are made between process restart and checkpoint/rollback, and an analytical model is developed to validate the empirical results. This is then used to predict the behavior of COSMOS programs in a multi-core environment, with very favorable results.

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