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Flux: An Adaptive Partitioning Operator for Continuous Query Systems (2002)  (Make Corrections)  (16 citations)
Mehul A. Shah, Joseph M. Hellerstein, Sirish Chandrasekaran, Michael J. Franklin



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Abstract: The long-running nature of continuous queries poses new scalability challenges for dataflow processing. CQ systems execute pipelined dataflows that may be shared across multiple queries. The scalability of these dataflows is limited by their constituent, stateful operators -- e.g. windowed joins or grouping operators. To scale such operators, a natural solution is to partition them across a shared-nothing platform. But in the CQ context, traditional, static techniques for partitioned... (Update)

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Adaptive Distributed Query Processing - Yongluan Zhou Department (2003)   (Correct)
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Customizable Parallel Execution of Scientific Stream - Queries Milena Ivanova (2005)   (Correct)

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0.5:   Highly-Available, Fault-Tolerant, Parallel Dataflows - Shah, Hellerstein, Brewer (2004)   (Correct)

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0.3:   Highly Available, Fault-Tolerant, Parallel Dataflows - Shah, Hellerstein, Brewer (2004)   (Correct)

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10:   TelegraphCQ: Continuous Dataflow Processing for an Uncertain World - Chandrasekaran - 2003
8:   Eddies: Continuously Adaptive Query Processing - Avnur, Hellerstein - 2000
7:   NiagaraCQ: A scalable continuous query system for internet databases - Chen, DeWitt et al. - 2000

BibTeX entry:   (Update)

M. Shah, J. Hellerstein, S. Chandrasekaran, and M. Franklin. Flux: An Adaptive Partitioning Operator for Continuous Query Systems. Technical Report CS-02-1205, U.C. Berkeley, 2002. http://citeseer.ist.psu.edu/article/shah02flux.html   More

@misc{ shah02flux,
  author = "M. Shah and J. Hellerstein and S. Chandrasekaran and M. Franklin",
  title = "Flux: An Adaptive Partitioning Operator for Continuous Query Systems",
  text = "M. Shah, J. Hellerstein, S. Chandrasekaran, and M. Franklin. Flux: An Adaptive
    Partitioning Operator for Continuous Query Systems. Technical Report CS-02-1205,
    U.C. Berkeley, 2002.",
  year = "2002",
  url = "citeseer.ist.psu.edu/article/shah02flux.html" }
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298   Parallel Database Systems: The Future of High Performance Da.. - DeWitt, Gray - 1992  DBLP
165   NiagaraCQ: A Scalable Continuous Query System for Internet D.. - Chen, DeWitt et al. - 2000  DBLP
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45   Streaming Queries over Streaming Data - Chandrasekaran, Franklin - 2002  DBLP
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17   IEEE Database Engineering (context) - Stonebraker, for - 1986
16   Flux: An Adaptive Partitioning Operator for Continuous Query.. - Shah, Hellerstein et al. - 2002  ACM   DBLP
13   Java Support for Data Intensive Systems: Experiences Buildin.. - Shah, Madden et al. - 2001
12   High-Performance Sorting on Networks of Workstations (context) - Arpaci-Dusseau - 1997  ACM   DBLP
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3   Google Bets the Farm On Linux (context) - Wagner - 2000
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The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://gist.cs.berkeley.edu/~mashah/):   More
Java Support for Data-Intensive Systems.. - Shah, Madden.. (2001)   (Correct)
Continuously Adaptive Continuous Queries over Streams - Madden, Shah, Hellerstein.. (2002)   (Correct)
Flux: An Adaptive Partitioning Operator for.. - Shah, Hellerstein, .. (2002)   (Correct)

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