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Single program, multiple data

In computing, single program, multiple data (SPMD) is a term that has been used to refer to computational models for exploiting parallelism whereby multiple

Single instruction, multiple data

comparing these different SIMD programming paradigms. Another approach is SPMD: write a program that looks as if it operates only one element on the time

Flynn's taxonomy

terminology for SPMD is technically incorrect, as SPMD is a parallel execution model and assumes multiple cooperating processors executing a program. SPMD is the

Semipermeable membrane device

Semipermeable membrane devices (SPMD) are passive sampling devices used to monitor trace levels of organic compounds with a log Kow > 3. SPMDs are an effective way

Collective operation

operations are building blocks for interaction patterns, that are often used in SPMD algorithms in the parallel programming context. Hence, there is an interest

Automatic vectorization

simultaneously perform operations such as the following four additions (via SIMD or SPMD hardware): c 1 = a 1 + b 1 c 2 = a 2 + b 2 c 3 = a 3 + b 3 c 4 = a 4 + b

Multiple instruction, multiple data

systems with more than four processors. Flynn's taxonomy MapReduce NUMA SMP SPMD Superscalar Torus interconnect Very long instruction word Flynn, Michael

SWAR

MIMD SIMD subcategories Array processing (SIMT) Pipelined processing (packed SIMD) Associative processing (predicated/masked SIMD) See also SPMD MPMD

Message Passing Interface

where Rmpi focuses on manager-workers parallelism while pbdMPI focuses on SPMD parallelism. Both implementations fully support Open MPI or MPICH2. Here

Single instruction, multiple threads

important to note is the difference between SIMT and SPMD - Single Program Multiple Data. SPMD, like standard multi-core systems, has multiple Program