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Apache Spark によるストリーム処理
book

Apache Spark によるストリーム処理

by Gerard Maas, Francois Garillot
May 2025
Intermediate to advanced
452 pages
6h 3m
Japanese
O'Reilly Media, Inc.
Content preview from Apache Spark によるストリーム処理

付録D. パートIVの参考文献

  • [Alon1999]Alon, N., T. Matias, and M. Szegedy."周波数モーメントを近似する空間の複雑さ".Proceedings of the Twenty-Eighth Annual ACM Symposium on the Theory of Computing(1999). http://bit.ly/2W7jG6c.

  • [Bifet2015]Bifet, A., S. Maniu, J. Qian, G. Tian, C. He, W. Fan."StreamDM: Advanced Data Mining in Spark Streaming," Data Mining Workshop (ICDMW), November 2015.http://bit.ly/2XlXBSV.

  • [Carter1979]Carter, J. Lawrence, and Mark N. Wegman."Universal Classes of Hash Functions,"Journal of Computer and System Sciences18 (1979).http://bit.ly/2EQkkzf.

  • [Conway2012]Conway, D., and J. White.Machine Learning for Hackers.O'Reilly, 2012.

  • [Cormode2003]Cormode, Graham, and S. Muthukrishnan.改良されたデータストリームの要約:カウント・ミン・スケッチとその応用。Elsevier Scienceに提出されたプレプリント、2003年12月。http://bit.ly/2HSmSPe

  • [Domingos2000]Domingos, Pedro, and Geoff Hulten."高速データストリームのマイニング".Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(2000).http://bit.ly/315nSqH.

  • [Dunning2013]Dunning, Ted, and Otmar Erti."Computing Extremely Accurate Quantiles Using t-Digests." http://bit.ly/2IlpZhs.

  • [Flajolet2007]Flajolet, Philippe, Éric Fusy, Olivier Gandouet, and Frédéric Meunier."HyperLogLog:The Analysis of a Near-Optimal Cardinality Estimation Algorithm"Discrete Mathematics and Theoretical Computer Science(2007).http://bit.ly/2MFI6V5.

  • [Freeman2015]Freeman, Jeremy."Introducing Streaming k-means in Apache Spark 1.2, "Databricks Engineering blog, January 28, 2015.http://bit.ly/2WlFn7k ...

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Publisher Resources

ISBN: 9798341650602