On the Implementation of an Or-Parallel Prolog System for Clusters of Multicores

• Type: Article in International Scientific Journal
• Date: 2016

Authors

Joao Santos (Author) Other; Ricardo Rocha (Author) FCUP

Journal

Title: Theory and Practice of Logic Programming

Vol. 16

Pages: 899-915

ISSN: 1471-0684

Publisher: Cambridge University Press

Indexing

ISI Web of Knowledge - 1 Citation

Other information

Authenticus ID: P-00K-THM

DOI: 10.1017/s1471068416000296

Abstract (EN): Nowadays, clusters of multicores are becoming the norm and, although, many or-parallel Prolog systems have been developed in the past, to the best of our knowledge, none of them was specially designed to explore the combination of shared and distributed memory architectures. In recent work, we have proposed a novel computational model specially designed for such combination which introduces a layered model with two scheduling levels, one for workers sharing memory resources, which we named a team of workers, and another for teams of workers (not sharing memory resources). In this work, we present a first implementation of such model and for that we revive and extend the YapOr system to exploit or-parallelism between teams of workers. We also propose a new set of built-in predicates that constitute the syntax to interact with an or-parallel engine in our platform. Experimental results show that our implementation is able to increase speedups as we increase the number of workers per team, thus taking advantage of the maximum number of cores in a machine, and to increase speedups as we increase the number of teams, thus taking advantage of adding more computer nodes to a cluster.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 17