MapReduce and Its Applications, Challenges, and Architecture: a Comprehensive Review and Directions for Future Research

This publication has 119 references indexed in Scilit:

• ‘Big data’, Hadoop and cloud computing in genomics
  Journal of Biomedical Informatics, 2013
• CloudNMF: A MapReduce Implementation of Nonnegative Matrix Factorization for Large-Scale Biological Datasets
  Genomics, Proteomics & Bioinformatics, 2013
• G-Hadoop: MapReduce across distributed data centers for data-intensive computing
  Future Generation Computer Systems, 2013
• An efficient algorithm for DNA fragment assembly in MapReduce
  Biochemical and Biophysical Research Communications, 2012
• On the optimization of schedules for MapReduce workloads in the presence of shared scans
  The VLDB Journal, 2012
• Multi-pass sorted neighborhood blocking with MapReduce
  Computer Science - Research and Development, 2011
• Mining data with random forests: A survey and results of new tests
  Pattern Recognition, 2011
• MapReduce
  Communications of the ACM, 2010
• Sector and Sphere: the design and implementation of a high-performance data cloud
  Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2009
• Convex incremental extreme learning machine
  Neurocomputing, 2007