A Data-Parallel Version of Aleph
| dc.creator | Konstantopoulos, Stasinos | |
| dc.date | 2007-08-10 | |
| dc.date.accessioned | 2026-07-07T08:23:17Z | |
| dc.date.available | 2026-07-07T08:23:17Z | |
| dc.description | This is to present work on modifying the Aleph ILP system so that it evaluates the hypothesised clauses in parallel by distributing the data-set among the nodes of a parallel or distributed machine. The paper briefly discusses MPI, the interface used to access message- passing libraries for parallel computers and clusters. It then proceeds to describe an extension of YAP Prolog with an MPI interface and an implementation of data-parallel clause evaluation for Aleph through this interface. The paper concludes by testing the data-parallel Aleph on artificially constructed data-sets. | |
| dc.description | Proceedings of Parallel and Distributed Computing for Machine Learning workshop, held in conjunction with the 14th European Conference on Machine Learning. Cavtat, Croatia, 2003 | |
| dc.identifier | https://arxiv.org/abs/0708.1527 | |
| dc.identifier | http://arxiv.org/abs/0708.1527 | |
| dc.identifier.uri | http://salesiana.dossiersoluciones.com/handle/123456789/135939 | |
| dc.subject | Artificial Intelligence | |
| dc.subject | Distributed, Parallel, and Cluster Computing | |
| dc.title | A Data-Parallel Version of Aleph | |
| dc.type | text |