Enabling the Latent Semantic Analysis of Large-Scale Information Retrieval Datasets by Means of Out-of-Core Heterogeneous Systems

Gabriel A. León-Paredes, Liliana I. Barbosa-Santillán, Antonio Pareja-Lora

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Original languageEnglish
Title of host publicationSmart Technologies, Systems and Applications - 1st International Conference, SmartTech-IC 2019, Proceedings
EditorsFabián R. Narváez, Diego F. Vallejo, Paulina A. Morillo, Julio R. Proaño
PublisherSpringer
Pages105-119
Number of pages15
ISBN (Print)9783030467845
DOIs
StatePublished - 1 Jan 2020
Event1st International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2019 - Quito, Ecuador
Duration: 2 Dec 20194 Dec 2019

Publication series

NameCommunications in Computer and Information Science
Volume1154 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference1st International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2019
CountryEcuador
CityQuito
Period2/12/194/12/19

Bibliographical note

Funding Information:
Acknowledgements. This work has been supported by the Universidad Politécnica Salesiana (UPS) through its research group of Cloud Computing, Smart Cities & High Performance Computing (GIHP4C). It has also been supported by the Sciences Research Council (CONACyT) through the research project no. 262756, as well as (partially) by the projects RedR+Human (Dynamically Reconfigurable Educational Repositories in the Humanities, ref. TIN2014-52010-R) and CetrO+Spec (Creation, Exploration and Transformation of Educational Object Repositories in Specialized Domains, ref. TIN2017-88092-R), both financed by the Spanish Ministry of Economy and Competitiveness.

Funding Information:
This work has been supported by the Universidad Polit?cnica Salesiana (UPS) through its research group of Cloud Computing, Smart Cities & High Performance Computing (GIHP4C). It has also been supported by the Sciences Research Council (CONACyT) through the research project no. 262756, as well as (partially) by the projects RedR+Human (Dynamically Reconfigurable Educational Repositories in the Humanities, ref. TIN2014-52010-R) and CetrO+Spec (Creation, Exploration and Transformation of Educational Object Repositories in Specialized Domains, ref. TIN2017-88092-R), both financed by the Spanish Ministry of Economy and Competitiveness.

Publisher Copyright:
© Springer Nature Switzerland AG 2020.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

Keywords

  • Distributed system
  • GPU
  • Heterogeneous system
  • Information retrieval
  • Latent Semantic Analysis
  • Multi-CPU
  • Parallel computing
  • Question answering

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