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Load Shedding in a Data Stream Manager (2003)  (Make Corrections)  (27 citations)
Nesime Tatbul, Ugur Cetintemel, Stan Zdonik, Mitch Cherniack, Michael Stonebraker



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Abstract: A Data Stream Manager accepts push-based input from a set of data sources, processes these inputs with respect to a set of standing queries, and produces outputs based on Quality-of-Service (QoS) speci cations. When input rates exceed system capacity, the system will become overloaded and latency will deteriorate. Under these conditions, the system will shed load, thus degrading the answer, in order to improve the observed latency of the results. (Update)

Cited by:   More
Loadstar: A Load Shedding Scheme for Classifying Data Streams - Yun Chi Philip   (Correct)
InteMon: Continuous Mining of Sensor Data in.. - Hoke, Sun.. (2006)   (Correct)
Issues in Data Stream Management - Lukasz Golab And (2003)   (Correct)

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0.8:   Load Shedding in a Data Stream Manager - Tatbul, Cetintemel, Cherniack.. (2002)   (Correct)
0.5:   Thesis Proposal - Ruoming Jin Department   (Correct)
0.2:   Distributed Streams Algorithms for Sliding Windows - Gibbons, Tirthapura (2002)   (Correct)

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0.6:   Index Structures and Algorithms for Efficient Profile Matching - Tatbul (2001)   (Correct)
0.6:   Retrospective on Aurora - Balakrishnan, Balazinska, Carney.. (2004)   (Correct)
0.6:   Aurora: a new model and architecture for data stream.. - Abadi, Carney.. (2003)   (Correct)

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12:   Monitoring Streams - A New Class of Data Management Applications (context) - CARNEY, CETINTEMEL et al. - 2002
11:   Aurora: A New Model and Architecture for Data Stream Management - Abadi, Camey et al. - 2003
10:   TelegraphCQ: Continuous Dataflow Processing for an Uncertain World - Chandrasekaran - 2003

BibTeX entry:   (Update)

N. Tatbul, U. etintemel, S. Zdonik, M. Chemiack, and M. Stonebraker. Load Shedding in a Data Stream Manager. In Proceedings of VLDB, Berlin, Germany, 2003. http://citeseer.ist.psu.edu/article/tatbul03load.html   More

@misc{ tatbul03load,
  author = "N. Tatbul and U. etintemel and S. Zdonik and M. Chemiack and M. Stonebraker",
  title = "Load Shedding in a Data Stream Manager",
  text = "N. Tatbul, U. etintemel, S. Zdonik, M. Chemiack, and M. Stonebraker. Load
    Shedding in a Data Stream Manager. In Proceedings of VLDB, Berlin, Germany,
    2003.",
  year = "2003",
  url = "citeseer.ist.psu.edu/article/tatbul03load.html" }
Citations (may not include all citations):
194   Online Aggregation - Hellerstein, Haas et al. - 1997
71   Monitoring Streams - A New Class of Data Management Applicat.. (context) - Carney, etintemel et al. - 2002
66   On Computing Correlated Aggregates over Continual Data Strea.. - Gehrke, Korn et al. - 2001
46   The New Jersey Data Reduction Report (context) - Barbara, DuMouchel et al. - 1997
43   Join Synopses for Approximate Query Answering - Acharya, Gibbons et al. - 1999
37   Aurora: A New Model and Architecture for Data Stream Managem.. - Abadi, Carney et al. - 2002
35   Query Processing in Sensor Networks - Yao, Gehrke - 2003
32   and Resource Management in a Data Stream Management System (context) - Motwani, Widom et al. - 2003
30   An Overview of Realtime Database Systems - Kao, Garcia-Molina - 1994
27   Collaborative Load Shedding for Media-Based Applications - Compton, Tennenhouse - 1994
26   Scalable Distributed Stream Processing (context) - Cherniack, Balakrishnan et al. - 2003
26   The Aqua Approximate Query Answering System (context) - Acharya, Gibbons et al. - 1999
21   A Taxonomy for Congestion Control Algorithms in Packet Switc.. (context) - Yang, Reddy - 1995
14   Sampling from a moving window over streaming data - Babcock, Datar et al. - 2002
8   Sur ng Wavelets on Streams: One-pass Summaries for Approxima.. (context) - Gilbert, Kotidis et al. - 2001
2   Overload Management in RealTime Databases (context) - Hansson, Son - 2001
2   TelegraphCQ: Continuous Data ow Processing for an Uncertain .. (context) - Chandrasekaran, Deshpande et al. - 2003
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