Comparing IndexedHBase and Riak for Serving Truthy: Performance of Data Loading and Query Evaluation

Abstract

This report summarizes our performance evaluation of IndexedHBase and Riak in their support of the Truthy system. We used data from June 2012 to test the performance of these platforms in two aspects: data loading and query evaluation. The total data size is 352GB. Queries tested can be found online. For IndexedHBase, we conducted scalability tests for data loading using more nodes on Alamo in FutureGrid (see appendix) while basic tests where done on 8 nodes of the FutureGrid Bravo cluster.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 2013
Accession Number
ADA603198

Entities

People

  • Judy Qiu
  • Xiaoming Gao

Organizations

  • Indiana University

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Compression Ratio
  • Computations
  • Computer Programs
  • Data Rate
  • Data Sets
  • Databases
  • Information Operations
  • Information Retrieval
  • Lightweight
  • Military Research
  • Parallel Computing
  • Parallel Processing
  • Platforms
  • Scalability
  • Test And Evaluation
  • Throughput

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Information Retrieval
  • Pavement Materials Engineering.