Browsing Computer Science by Subject "Hadoop"

Now showing items 1-3 of 3

Enhancing Data Processing on Clouds with Hadoop/HBase

Zhang, Chen (University of Waterloo, 2011-10-12)

In the current information age, large amounts of data are being generated and accumulated rapidly in various industrial and scientific domains. This imposes important demands on data processing capabilities that can extract ...
PStorM: Profile Storage and Matching for Feedback-Based Tuning of MapReduce Jobs

Ead, Mostafa (University of Waterloo, 2013-01-02)

The MapReduce programming model has become widely adopted for large scale analytics on big data. MapReduce systems such as Hadoop have many tuning parameters, many of which have a significant impact on performance. The map ...
Scalable Scientific Computing Algorithms Using MapReduce

Xiang, Jingen (University of Waterloo, 2013-09-03)

Cloud computing systems, like MapReduce and Pregel, provide a scalable and fault tolerant environment for running computations at massive scale. However, these systems are designed primarily for data intensive computational ...