arXiv Open Access 2016

A mathematical formalization of data parallel operations

Victor Eijkhout

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Abstrak

We give a mathematical formalization of `generalized data parallel' operations, a concept that covers such common scientific kernels as matrix-vector multiplication, multi-grid coarsening, load distribution, and many more. We show that from a compact specification such computational aspects as MPI messages or task dependencies can be automatically derived.

Topik & Kata Kunci

cs.DC

Penulis (1)

Victor Eijkhout

Format Sitasi

APA MLA BibTeX

Eijkhout, V. (2016). A mathematical formalization of data parallel operations. https://arxiv.org/abs/1602.02409

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Informasi Jurnal

Tahun Terbit: 2016
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓