A Hadoop toolkit for web-scale information retrieval research Ivory is a Hadoop toolkit for web-scale information retrieval research that features a retrieval engine based on Markov Random Fields, appropriately named SMRF (Searching with Markov Random Fields). Ivory takes full advantage of the Hadoop distributed environment (the MapReduce programming model and the underlying distributed file syste