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Beyond Hadoop

Published: 01 January 2013 Publication History

Abstract

The leading open source system for processing big data continues to evolve, but new approaches with added features are on the rise.

References

[1]
Anglade, T. NoSQL Tapes, http://www.nosqltapes.com.
[2]
Dean, J. and Ghemawat, S. MapReduce: Simplified data processing on large cluters, Proceedings of the 6th Symposium on Operating Systems Design and Implementation, San Francisco, 2004.
[3]
Ghemawat, S., Gobioff, H., and Leung, S. The Google file system, Proceedings of the 19th ACM Symposium on Operating Systems Principles, Lake George, NY, Oct. 19-22, 2003.
[4]
Low, Y., Gonzalez, J., Kyrola, A., Bickson, D., Guestrin, C., and Hellerstein, J.M. GraphLab: A new parallel framework for machine learning, The 26th Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, July 8-11, 2010.
[5]
White, T. Hadoop: The Definitive Guide, O'Reilly Media, Sebastopol, CA, 2009.

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Published In

cover image Communications of the ACM
Communications of the ACM  Volume 56, Issue 1
January 2013
117 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/2398356
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 January 2013
Published in CACM Volume 56, Issue 1

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Cited By

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  • (2019)TCP proactive congestion control for east-west trafficComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2019.01.002151:C(1-11)Online publication date: 14-Mar-2019
  • (2017)High Throughput and Low Latency on Hadoop Clusters Using Explicit Congestion Notification: The Untold Truth2017 IEEE International Conference on Cluster Computing (CLUSTER)10.1109/CLUSTER.2017.19(349-353)Online publication date: Sep-2017
  • (2017)Self-adaptive processing graph with operator fission for elastic stream processingJournal of Systems and Software10.1016/j.jss.2016.06.010127:C(205-216)Online publication date: 1-May-2017
  • (2017)Failure detector abstractions for MapReduce-based systemsInformation Sciences10.1016/j.ins.2016.08.013379(112-127)Online publication date: Feb-2017
  • (2017)Learning the way to the cloud: Big Data ParkConcurrency and Computation: Practice and Experience10.1002/cpe.423431:2Online publication date: 23-Aug-2017
  • (2016)On the Dynamic Shifting of the MapReduce TimeoutManaging and Processing Big Data in Cloud Computing10.4018/978-1-4666-9767-6.ch001(1-22)Online publication date: 2016
  • (2016)GraPhysProceedings of the 25th International Conference Companion on World Wide Web10.1145/2872518.2890544(227-230)Online publication date: 11-Apr-2016
  • (2016)Little Big Data: Shaping Minds for the Cloud2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld)10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0120(745-752)Online publication date: Jul-2016
  • (2016)Fault Tolerance in MapReduce: A SurveyResource Management for Big Data Platforms10.1007/978-3-319-44881-7_11(205-240)Online publication date: 28-Oct-2016
  • (2015)Scalable Fast Evolutionary k-Means ClusteringProceedings of the 2015 Brazilian Conference on Intelligent Systems (BRACIS)10.1109/BRACIS.2015.20(74-79)Online publication date: 4-Nov-2015
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