A simple and efficient explicit parallelization of logic programs using low-level threading primitives

Diptikalyan Saha; Paul Fodor

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arXiv · 0912.3510

A simple and efficient explicit parallelization of logic programs using low-level threading primitives

Diptikalyan Saha·Paul Fodor

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Abstract

In this work, we present an automatic way to parallelize logic programs for finding all the answers to queries using a transformation to low level threading primitives. Although much work has been done in parallelization of logic programming more than a decade ago (e.g., Aurora, Muse, YapOR), the current state of parallelizing logic programs is still very poor. This work presents a way for parallelism of tabled logic programs in XSB Prolog under the well founded semantics. An important contribution of this work relies in merging answer-tables from multiple children threads without incurring copying or full-sharing and synchronization of data-structures. The implementation of the parent-children shared answer-tables surpasses in efficiency all the other data-structures currently implemented for completion of answers in parallelization using multi-threading. The transformation and its lower-level answer merging predicates were implemented as an extension to the XSB system.

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Diptikalyan Saha, Paul Fodor. 2009-12-28. A simple and efficient explicit parallelization of logic programs using low-level threading primitives. https://arxiv.org/abs/0912.3510

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