ICICLES: Self-Tuning Samples for Approximate Query Answering.

@inproceedings{DBLP:conf/vldb/GantiLR00,
  author    = {Venkatesh Ganti and
               Mong-Li Lee and
               Raghu Ramakrishnan},
  editor    = {Amr El Abbadi and
               Michael L. Brodie and
               Sharma Chakravarthy and
               Umeshwar Dayal and
               Nabil Kamel and
               Gunter Schlageter and
               Kyu-Young Whang},
  title     = {ICICLES: Self-Tuning Samples for Approximate Query Answering},
  booktitle = {VLDB 2000, Proceedings of 26th International Conference on Very
               Large Data Bases, September 10-14, 2000, Cairo, Egypt},
  publisher = {Morgan Kaufmann},
  year      = {2000},
  isbn      = {1-55860-715-3},
  pages     = {176-187},
  ee        = {db/conf/vldb/GantiLR00.html},
  crossref  = {DBLP:conf/vldb/2000},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

Copyright © 2000 by the VLDB Endowment. Permission to copy without fee all or part of this material is granted provided that the copies are not made or distributed for direct commercial advantage, the VLDB copyright notice and the title of the publication and its date appear, and notice is given that copying is by the permission of the Very Large Data Base Endowment. To copy otherwise, or to republish, requires a fee and/or special permission from the Endowment.

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References

[AGPR99a]

Swarup Acharya, Phillip B. Gibbons, Viswanath Poosala, Sridhar Ramaswamy: The Aqua Approximate Query Answering System. SIGMOD Conference 1999: 574-576 BibTeX

[AGPR99b]

Swarup Acharya, Phillip B. Gibbons, Viswanath Poosala, Sridhar Ramaswamy: Join Synopses for Approximate Query Answering. SIGMOD Conference 1999: 275-286 BibTeX

[BDF+97]

Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik: The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20(4): 3-45(1997) BibTeX

[CMN99]

Surajit Chaudhuri, Rajeev Motwani, Vivek R. Narasayya: On Random Sampling over Joins. SIGMOD Conference 1999: 263-274 BibTeX

[Cou95]

...

[DSRN98]

Prasad Deshpande, Karthikeyan Ramasamy, Amit Shukla, Jeffrey F. Naughton: Caching Multidimensional Queries Using Chunks. SIGMOD Conference 1998: 259-270 BibTeX

[GM98]

Phillip B. Gibbons, Yossi Matias: New Sampling-Based Summary Statistics for Improving Approximate Query Answers. SIGMOD Conference 1998: 331-342 BibTeX

[HHW97]

Joseph M. Hellerstein, Peter J. Haas, Helen J. Wang: Online Aggregation. SIGMOD Conference 1997: 171-182 BibTeX

[MS00]

Heikki Mannila, Padhraic Smyth: Approximate Query Answering with Frequent Sets and Maximum Entropy. ICDE 2000: 309 BibTeX

[Olk93]

Frank Olken: Random Sampling from Databases. Ph.D. thesis, University of California at Berkeley LBL Technical Report 1993
BibTeX

[PG99]

Viswanath Poosala, Venkatesh Ganti: Fast Approximate Answers to Aggregate Queries on a Data Cube. SSDBM 1999: 24-33 BibTeX

[SFB99]

...

[Vit85]

Jeffrey Scott Vitter: Random Sampling with a Reservoir. ACM Trans. Math. Softw. 11(1): 37-57(1985) BibTeX

[VL92]

...

[VL93]

Susan V. Vrbsky, Jane W.-S. Liu: APPROXIMATE - A Query Processor that Produces Monotonically Improving Approximate Answers. IEEE Trans. Knowl. Data Eng. 5(6): 1056-1068(1993) BibTeX

[VW99]

Jeffrey Scott Vitter, Min Wang: Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets. SIGMOD Conference 1999: 193-204 BibTeX

[VWI98]

Jeffrey Scott Vitter, Min Wang, Balakrishna R. Iyer: Data Cube Approximation and Histograms via Wavelets. CIKM 1998: 96-104 BibTeX