English

MIREX: MapReduce Information Retrieval Experiments

Information Retrieval 2012-05-02 v1

Abstract

We propose to use MapReduce to quickly test new retrieval approaches on a cluster of machines by sequentially scanning all documents. We present a small case study in which we use a cluster of 15 low cost ma- chines to search a web crawl of 0.5 billion pages showing that sequential scanning is a viable approach to running large-scale information retrieval experiments with little effort. The code is available to other researchers at: http://mirex.sourceforge.net

Keywords

Cite

@article{arxiv.1004.4489,
  title  = {MIREX: MapReduce Information Retrieval Experiments},
  author = {Djoerd Hiemstra and Claudia Hauff},
  journal= {arXiv preprint arXiv:1004.4489},
  year   = {2012}
}
R2 v1 2026-06-21T15:14:48.691Z