Title :
A hardware-accelerated novel IR system
Author :
Weeks, Michael ; Hodge, Victoria J. ; Austin, Jim
Author_Institution :
Dept. of Comput. Sci., York Univ., UK
Abstract :
AURA (Advanced Uncertain Reasoning Architecture) is a generic family of techniques and implementations intended for high-speed approximate search and match operations on large unstructured datasets. This paper continues the AURA II (Advanced Uncertain Reasoning Architecture) project´s research into distributed binary Correlation Matrix Memory (CMM) based upon the PRESENCE (PaRallEl Structured Neural Computing Engine) hardware architecture [14]. Previous work has described how CMMs can be seamlessly implemented onto multiple hardware PRESENCE cards to accelerate core CMM operations. To demonstrate the system, this paper describes how a novel CMM-based information retrieval (IR) system, called MinerTaur, was implemented using multiple PRESENCE cards distributed across a cluster
Keywords :
inference mechanisms; information retrieval systems; neural nets; AURA; AURA II; CMM-based information retrieval system; MinerTaur; PRESENCE; advanced uncertain reasoning architecture; distributed binary correlation matrix memory; high-speed approximate search; large unstructured datasets; parallel structured neural computing engine; Computer architecture; Computer science; Concurrent computing; Coordinate measuring machines; Data structures; Distributed computing; Hardware; Indexing; Information retrieval; Software libraries;
Conference_Titel :
Parallel, Distributed and Network-based Processing, 2002. Proceedings. 10th Euromicro Workshop on
Conference_Location :
Canary Islands
Print_ISBN :
0-7695-1444-8
DOI :
10.1109/EMPDP.2002.994291