Dealing with big data outside of the cloud:GPU accelerated sort

Vidler, John and Rayson, Paul and Anthony, Laurence and Scott, Andrew and Mariani, John (2014) Dealing with big data outside of the cloud:GPU accelerated sort. In: LREC2014 Workshop on Challenges in the Management of Large Corpora (CMLC-2), 2014-05-31.

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Abstract

The demands placed on systems to analyse corpus data increase with input size, and the traditional approaches to processing this data are increasingly having impractical run-times. We show that the use of desktop GPUs presents a significant opportunity to accelerate a number of stages in the normal corpus analysis pipeline. This paper contains our exploratory work and findings into applying high-performance computing technology and methods to the problem of sorting large numbers of concordance lines.

Item Type:
Contribution to Conference (Paper)
Journal or Publication Title:
LREC2014 Workshop on Challenges in the Management of Large Corpora (CMLC-2)
Subjects:
ID Code:
70174
Deposited By:
Deposited On:
04 Aug 2014 08:22
Refereed?:
Yes
Published?:
Published
Last Modified:
21 Oct 2020 00:38