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Large Scale Analytical Insights of Email Communication Patterns.


Abstract This thesis research attempts to observe, measure and visualize the communication patterns among developers of an open source community and analyze how this can be inferred in terms of progress of that open source project. Here I attempted to analyze the Ubuntu open source project's email data (9 subproject log archives over a period of five years) and focused on drawing more precise metrics from different perspectives of the communication data. Also, I attempted to overcome the scalability issue by using Apache Pig libraries, which run on a MapReduce framework based Hadoop Cluster. I described four metrics based on which I observed and analyzed the data and also presented the results which show the required patterns and anomalies to be... (more)
Created Date 2011
Contributor Motamarri, Lakshminarayana (Author) / Santanam, Raghu (Advisor) / Ye, Jieping (Advisor) / Davulcu, Hasan (Committee member) / Arizona State University (Publisher)
Subject Computer Science / Apache Pig / Communication Patterns / Hadoop / Measurement / Software Project Monitoring
Type Masters Thesis
Extent 46 pages
Language English
Copyright
Reuse Permissions All Rights Reserved
Note M.S. Computer Science 2011
Collaborating Institutions Graduate College / ASU Library
Additional Formats MODS / OAI Dublin Core / RIS


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Description Dissertation/Thesis