IFMapReduce: Interactive analysis of Big Data

Student thesis: Master thesis (including HD thesis)

  • Christian Møller Jensen
  • Lars Harald Larsen
4. term, Software, Master (Master Programme)
This report investigates the opportunities for interactive analysis of Big Data on the .NET platform through F# Interactive. This investigation includes the design of a programming framework called IFMapReduce which uses F# Code Quotations to facilitate code shipping in cluster computing.

A prototype of IFMapReduce have been implemented and evaluated through benchmarks using Pagerank and Wordcount algorithms. In addition the report present several suggestions to improve IFMapReduce and its prototype.
LanguageEnglish
Publication date8 Jun 2015
Number of pages43
ID: 213810371