Optimized and Parallel Query Processing in Similarity-based Databases
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F15%3A33155577" target="_blank" >RIV/61989592:15310/15:33155577 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-319-23240-9_14" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-319-23240-9_14</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-23240-9_14" target="_blank" >10.1007/978-3-319-23240-9_14</a>
Alternative languages
Result language
angličtina
Original language name
Optimized and Parallel Query Processing in Similarity-based Databases
Original language description
We present a novel method of query execution in similarity-based databases which adopts techniques commonly used in traditional programming language compilers. Our method is based on decomposition of relational algebra operators into a small set of simple operations which are subject of further optimizations. It shows up that with a small set of optimizations rules our system itself is able to infer efficient algorithms for data processing. Furthermore, operations we propose are compatible with the map/reduce approach to data processing, and thus, allow for implicitly parallel or distributed data processing.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GPP202%2F12%2FP167" target="_blank" >GPP202/12/P167: Implicitly Parallel Programming Models</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Modeling Decisions for Artificial Intelligence: 12th International Conference, MDAI 2015, Skövde, Sweden, September 21-23, 2015, Proceedings
ISBN
978-3-319-23239-3
ISSN
0302-9743
e-ISSN
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Number of pages
13
Pages from-to
167-179
Publisher name
Springer Basel
Place of publication
Basel
Event location
Skövde, Švédské království
Event date
Sep 21, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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