Now showing items 1-2 of 2

    • A Comparative Study of Hadoop MapReduce, Apache Spark & Apache Flink for Data Science 

      Akil, Bilal (University of Sydney Faculty of Engineering and IT School of Information Technology, 2018-03-29)
      Distributed data processing platforms for cloud computing are important tools for large-scale data analytics. Apache Hadoop MapReduce has become the de facto standard in this space, though its programming interface is ...
    • Rolling Window Time Series Prediction Using MapReduce 

      Li, Lei (University of Sydney Faculty of Engineering & IT School of Electrical and Information Engineering, 2014-08-30)
      Prediction of time series data is an important application in many domains. Despite their inherent advantages, traditional databases and MapReduce methodology are not ideally suited for this type of processing due to ...