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Simulating Web Search Engines

Name: Simulating Web Search Engines
Keywords: PARALLEL AND DISTRIBUTED COMPUTING, SCIENTIFIC COMPUTING, https://purl.org/becyt/ford/1.2, https://purl.org/becyt/ford/1, DISCRETE-EVENT SIMULATION, INFORMATION RETRIEVAL

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2017 Argentina English Publisher:IEEE Computer Society

Authors: Marín, Mauricio; Gil Costa, Graciela Verónica; Bonacic, Carolina; Inostrosa Psijas, Alonso;

handle: 11336/150640

Simulating Web Search Engines

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Abstract

A simulation methodology is proposed to evaluate the performance of large-scale Web search engines hosted by datacenters. The salient features of the methodology are the use of models of parallel computing to overcome the complexities associated with the simulation of hardware and system software details; a circulating tokens approach to represent sequences of operations that compete for search engine resources; benchmark programs to measure the cost of relevant operations; and simulations driven by real user traces to consider the dynamics of user behavior. An experimental evaluation of the methodology, which ranges from clusters of processors to single multithreaded processors, shows that it can generate respective simulation programs capable of predicting performance in a precise and efficient manner.

Fil: Gil Costa, Graciela Verónica. Universidad Nacional de San Luis. Facultad de Ciencias Físico- Matemáticas y Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina

Fil: Inostrosa Psijas, Alonso. Universidad de Santiago de Chile; Chile

Fil: Bonacic, Carolina. Universidad de Santiago de Chile; Chile

Fil: Marín, Mauricio. Universidad de Santiago de Chile; Chile

Country

Argentina

Related Organizations

National Scientific and Technical Research Council
Argentina

Keywords

PARALLEL AND DISTRIBUTED COMPUTING, SCIENTIFIC COMPUTING, https://purl.org/becyt/ford/1.2, https://purl.org/becyt/ford/1, DISCRETE-EVENT SIMULATION, INFORMATION RETRIEVAL

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