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Distributed shared memory

From Wikipedia, the free encyclopedia

Distributed Shared Memory (DSM), in computer science, refers to a wide class of software and hardware implementations, in which each node of a cluster has access to a large shared memory in addition to each node's limited non-shared private memory.

Software DSM systems can be implemented within an operating system, or as a programming library. Software DSM systems implemented in the operating system can be thought of as extensions of the underlying virtual memory architecture. Such systems are transparent to the developer; which means that the underlying distributed memory is completely hidden from the users. In contrast, Software DSM systems implemented at the library or language level are not transparent and developers usually have to program differently. However, these systems offer a more portable approach to DSM system implementation.

Software DSM systems also have the flexibility to organise the shared memory region in different ways. The page based approach organises shared memory into pages of fixed size. In contrast, the object based approach organises the shared memory region as an abstract space for storing shareable objects of variable sizes.

Shared memory architecture may involve separating memory into shared parts distributed amongst nodes and main memory; or distributing all memory between nodes. A coherence protocol, chosen in accordance with a consistency model, maintains memory coherence.

Examples of such systems include:

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Topics in Parallel Computing  v  d  e 
General High-performance computing
Parallelism Data parallelismTask parallelism
Theory SpeedupAmdahl's lawFlynn's TaxonomyCost efficiencyGustafson's LawKarp-Flatt Metric
Elements ProcessThreadFiberParallel Random Access Machine
Coordination MultiprocessingMultitaskingMemory coherencyCache coherencyBarrierSynchronizationDistributed computingGrid computing
Programming Programming modelImplicit parallelismExplicit parallelism
Hardware Computer clusterBeowulfSymmetric multiprocessingNon-Uniform Memory AccessCache only memory architectureAsymmetric multiprocessingSimultaneous multithreadingShared memoryDistributed memoryMassively parallel processingSuperscalar processingVector processingSupercomputer
Software Distributed shared memoryApplication checkpointing
APIs PthreadsOpenMPMessage Passing Interface (MPI)
Problems Embarrassingly parallelGrand Challenge
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