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Apache Hama

Apache Hama
Developer(s)Apache Software Foundation
Preview release
0.7.1 / March 14, 2016 (2016-03-14)
RepositoryHama Repository
Written inJava
Operating systemCross-platform
TypeDistributed computing, bulk synchronous parallel
LicenseApache License 2.0
Websitehama.apache.org

Apache Hama is a distributed computing framework based on bulk synchronous parallel computing techniques for massive scientific computations e.g., matrix, graph and network algorithms.[1] Originally a sub-project of Hadoop,[2] it became an Apache Software Foundation top level project in 2012. It was created by Edward J. Yoon,[3] who named it (short for "Hadoop Matrix Algebra"),[4] and Hama also means hippopotamus in Yoon's native Korean language (하마),[5] following the trend of naming Apache projects after animals and zoology (such as Apache Pig). Hama was inspired by Google's Pregel large-scale graph computing framework described in 2010.[6] When executing graph algorithms, Hama showed a fifty-fold performance increase relative to Hadoop.[7]

Retired in April 2020,[8] project resources are made available as part of the Apache Attic. Yoon cited issues of installation, scalability, and a difficult programming model[9] for its lack of adoption.

  1. ^ "Apache Hama". Project web site. Retrieved September 20, 2013.
  2. ^ Seo, Sangwon; Yoon, Edward (2010). Hama: An efficient matrix computation with the mapreduce framework (PDF). 2010 IEEE Second International Conference on Cloud Computing Technology and Science. IEEE.
  3. ^ Apache Hama Proposal
  4. ^ Di, Liping (2023-07-24). Remote Sensing Big Data. Springer Nature. p. 180. ISBN 9783031339325.
  5. ^ "하마 - 위키낱말사전". ko.wiktionary.org (in Korean). Retrieved 2019-02-21.
  6. ^ Grzegorz Malewicz; Matthew H. Austern; Aart J.C Bik; James C. Dehnert; Ilan Horn; Naty Leiser; Grzegorz Czajkowski (2010). "Pregel: a system for large-scale graph processing". Proceedings of the 2010 ACM SIGMOD International Conference on Management of data. pp. 135–146. doi:10.1145/1807167.1807184. ISBN 9781450300322.
  7. ^ Elser, Benedikt; Montresor, Alberto (2013). An Evaluation Study of BigData Frameworks for Graph Processing (PDF). 2013 IEEE International Conference on Big Data. IEEE.
  8. ^ Apache Hama - Apache Attic
  9. ^ Jungblut, Thomas; Yoon, Edward; Lin, Chia-Hung Lin (2020-11-14). "Apache Hama - why it didn't become successful". thomasjungblut.com. Retrieved 2023-12-14.

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