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Abstract: Emerging large-scale monitoring applications require continuous tracking of complex dataanalysis queries over collections of physicallydistributed streams. Effective solutions have to be simultaneously space/time efficient (at each remote monitor site), communication efficient (across the underlying communication network), and provide continuous, guaranteed-quality approximate query answers. In this paper, we propose novel algorithmic solutions for the problem of continuously tracking ... (Update)
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BibTeX entry: (Update)
G. Cormode and M. arofalakis. Sketching streams through the net: Distributed approximate query tracking. In Proceedings of the International Conference on Very Large Data Bases, 2005. http://citeseer.ist.psu.edu/cormode05sketching.html More
@misc{ cormode05sketching,
author = "G. Cormode and M. arofalakis",
title = "Sketching streams through the net: Distributed approximate query tracking",
text = "G. Cormode and M. arofalakis. Sketching streams through the net: Distributed
approximate query tracking. In Proceedings of the International Conference
on Very Large Data Bases, 2005.",
year = "2005",
url = "citeseer.ist.psu.edu/cormode05sketching.html" }
Citations (may not include all citations):387 The Space Complexity of Approximating the Frequency Moments - Alon, Matias et al. - 1996
68 The Design of an Acquisitional Query Processor for Sensor Ne.. - Madden, Franklin et al. - 2003
67 Approximate Frequency Counts over Data Streams - Manku, Motwani - 2002
67 Maintaining Stream Statistics over Sliding Windows - Datar, Gionis et al. - 2002
52 Surfing Wavelets on Streams: One-pass Summaries for Approxim.. - Gilbert, Kotidis et al. - 2001
48 Finding Frequent Items in Data Streams - Charikar, Chen et al. - 2002
45 Gigascope: A Stream Database for Network Applications (context) - Cranor, Johnson et al. - 2003
35 Processing Complex Aggregate Queries over Data Streams - Dobra, Garofalakis et al. - 2002
33 Adaptive Filters for Continuous Queries over Distributed Dat.. - Olston, Jiang et al. - 2003
27 Tracking Join and Self-Join Sizes in Limited Storage - Alon, Gibbons et al. - 1999
23 Distributed Top-K Monitoring - Babcock, Olston - 2003
21 Distinct Sampling for Highly-Accurate Answers to Distinct Va.. - Gibbons - 2001
20 Space-Efficient Online Computation of Quantile Summaries - Greenwald, Khanna - 2001
17 Model-Driven Data Acquisition in Sensor Networks - Deshpande, Guestrin et al. - 2004
8 Dynamic Multidimensional Histograms (context) - Thaper, Guha et al. - 2002
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3 Processing DataStream Join Aggregates Using Skimmed Sketches (context) - Ganguly, Garofalakis et al. - 2004
2 Distributed Set-Expression Cardinality Estimation - Das, Ganguly et al. - 2004
1 Finding (Recently) Frequent Items in Distributed Data Stream.. - Manjhi, Shkapenyuk et al. - 2005
1 Holistic Aggregates in a Networked World: Distributed Tracki.. (context) - Cormode, Garofalakis et al. - 2005
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