A Compression Technique for Large Statistical Data-Bases.
Susan J. Eggers, Frank Olken, Arie Shoshani:
A Compression Technique for Large Statistical Data-Bases.
VLDB 1981: 424-434@inproceedings{DBLP:conf/vldb/EggersOS81,
author = {Susan J. Eggers and
Frank Olken and
Arie Shoshani},
title = {A Compression Technique for Large Statistical Data-Bases},
booktitle = {Very Large Data Bases, 7th International Conference, September
9-11, 1981, Cannes, France, Proceedings},
publisher = {IEEE Computer Society},
year = {1981},
pages = {424-434},
ee = {db/conf/vldb/EggersOS81.html},
crossref = {DBLP:conf/vldb/81},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX
Abstract
In this paper we explore the compression
of large statistical databases and
propose techniques for organizing the
compressed data, such that the time
required to access the data is logarithmic.
Our techniques are variations of run-length
encoding, in which modified run-lengths for
the series are extracted from the data
stream and stored in a header, which is
used to form the base level of a B-tree
index into the database. The run-lengths
are cumulative, and therefore the access
time of the data is logarithmic in the size
of the header. We discuss the details of
the compression scheme and its implementation,
present several special cases and
give an analysis of the relative performance
of the various versions.
Copyright © 1981 by The Institute of
Electrical and Electronic Engineers, Inc. (IEEE).
Abstract used with permission.
CDROM Version: Load the CDROM "Volume 1 Issue 4, VLDB '75-'88" and ...
DVD Version: Load ACM SIGMOD Anthology DVD 1" and ...
BibTeX
Printed Edition
Very Large Data Bases, 7th International Conference, September 9-11, 1981, Cannes, France, Proceedings.
IEEE Computer Society 1981
Contents BibTeX
References
- [1]
- ...
- [2]
- ...
- [3]
- Don S. Batory:
On Searching Transposed Files.
ACM Trans. Database Syst. 4(4): 531-544(1979) BibTeX
- [4]
- ...
- [5]
- Susan J. Eggers, Arie Shoshani:
Efficient Access of Compressed Data.
VLDB 1980: 205-211 BibTeX
- [6]
- ...
- [7]
- Bruce Hahn:
A New Technique for Compression and Storage of Data.
Commun. ACM 17(8): 434-436(1974) BibTeX
- [8]
- Michael Hammer, Bahram Niamir:
A Heuristic Approach to Attribute Partitioning.
SIGMOD Conference 1979: 93-101 BibTeX
- [9]
- ...
- [10]
- Donald E. Knuth:
The Art of Computer Programming, Volume III: Sorting and Searching.
Addison-Wesley 1973, ISBN 0-201-03803-X
BibTeX
- [11]
- Per Svensson:
On Search Performance for Conjunctive Queries in Compressed, Fully Transposed Ordered Files.
VLDB 1979: 155-163 BibTeX
- [12]
- Robert Endre Tarjan, Andrew Chi-Chih Yao:
Storing a Sparse Table.
Commun. ACM 22(11): 606-611(1979) BibTeX
- [13]
- Jacob Ziv, Abraham Lempel:
A Universal Algorithm for Sequential Data Compression.
IEEE Transactions on Information Theory 23(3): 337-343(1977) BibTeX
- [14]
- Jacob Ziv, Abraham Lempel:
Compression of Individual Sequences via Variable-Rate Coding.
IEEE Transactions on Information Theory 24(5): 530-536(1978) BibTeX
Referenced by
- Jonathan Goldstein, Raghu Ramakrishnan, Uri Shaft:
Compressing Relations and Indexes.
ICDE 1998: 370-379
- Wee Keong Ng, Chinya V. Ravishankar:
Block-Oriented Compression Techniques for Large Statistical Databases.
IEEE Trans. Knowl. Data Eng. 9(2): 314-328(1997)
- Arie Shoshani:
OLAP and Statistical Databases: Similarities and Differences.
PODS 1997: 185-196
- Wee Keong Ng, Chinya V. Ravishankar:
A Physical Storage for Efficient Statistical Query Processing.
SSDBM 1994: 97-106
- Mostafa A. Bassiouni, Amar Mukherjee, N. Ranganathan:
On Software and Hardware Techniques of Data Engineering.
ICDE 1989: 208-215
- Mostafa A. Bassiouni, N. Ranganathan, Amar Mukherjee:
Software and Hardware Enhancement of Arithmetic Coding.
SSDBM 1988: 120-132
- Don S. Batory:
Concepts for a Database System Compiler.
PODS 1988: 184-192
- Jianzhong Li, Doron Rotem, Harry K. T. Wong:
A New Compression Method with Fast Searching on Large Databases.
VLDB 1987: 311-318
- Jianzhong Li, Harry K. T. Wong:
Batched Interpolation Searching on Databases.
ICDE 1987: 18-24
- Frank Olken, Doron Rotem:
Rearranging Data to Maximize the Efficiency of Compression.
PODS 1986: 78-90
- Harry K. T. Wong, Hsiu-Fen Liu, Frank Olken, Doron Rotem, Linda Wong:
Bit Transposed Files.
VLDB 1985: 448-457
- George P. Copeland, Setrag Khoshafian:
A Decomposition Storage Model.
SIGMOD Conference 1985: 268-279
- Chaitanya K. Baru, Stanley Y. W. Su:
Performance Evaluation of the Statistical Aggregation by Caterogization in the SM3 System.
SIGMOD Conference 1984: 77-89
- Harry K. T. Wong:
Micro and Macro Statistical/Scientific Database Management.
ICDE 1984: 104-106
- Stanley Y. W. Su, Shamkant B. Navathe, Don S. Batory:
Logical and Physical Modeling of Statistical Scientific Databases.
SSDBM 1983: 251-263
- Sandra Heiler, Rita F. Bergman:
SIBYL: An Economist's Workbench.
SSDBM 1983: 73-79
- Fredric C. Gey, John McCarthy, Deane Merrill, Harvard Holmes:
Computer-Independent Data Compression for Large Statistical Databases.
SSDBM 1983: 296-305
- Paul Chan, Susan J. Eggers, Fredric C. Gey, Harvard Holmes, Peter Kreps, John McCarthy, Deane Merrill, Frank Olken, Arie Shoshani, Harry K. T. Wong:
Statistical Data Management Research at Lawrence Berkeley Laboratory.
SSDBM 1983: 273-279
- Don S. Batory:
Index Coding: A Compression Technique for Large Statistical Databases.
SSDBM 1983: 306-314
- Arie Shoshani:
Statistical Databases: Characteristics, Problems, and some Solutions.
VLDB 1982: 208-222
- Paula B. Hawthorn:
Microprocessor Assisted Tuple Access, Decompression and Assembly for Statistical Database Systems.
VLDB 1982: 223-233
- Douglas M. Bates, Haran Boral, David J. DeWitt:
A Framework for Research in Database Management for Statistical Analysis.
SIGMOD Conference 1982: 69-78
BibTeX
ACM SIGMOD Anthology - DBLP:
[Home | Search: Author, Title | Conferences | Journals]
VLDB Proceedings (1977-1981): Copyright © by IEEE,
ACM SIGMOD Anthology: Copyright © by ACM (info@acm.org), Corrections: anthology@acm.org
DBLP: Copyright © by Michael Ley (ley@uni-trier.de), last change: Sat May 16 23:45:13 2009