Generation Method of Concurrency Control Program by Using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Tamura:2011:SNPD,
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author = "Shinji Tamura and Teruhisa Hochin and Hiroki Nomiya",
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title = "Generation Method of Concurrency Control Program by
Using Genetic Programming",
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booktitle = "12th ACIS International Conference on Software
Engineering, Artificial Intelligence, Networking and
Parallel/Distributed Computing (SNPD 2011)",
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year = "2011",
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month = "6-8 " # jul,
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pages = "175--180",
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address = "Sydney, Australia",
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abstract = "This paper proposes a generation system of concurrency
control program by using genetic programming (GP). This
system generates concurrency control program according
to the features of transactions, which are collections
of database operations. Functions and terminals of
trees representing program in GP, and the fitness
measure function used in GP are proposed. The functions
and the terminals include those changing and testing
variables attached to data items and transactions as
well as those checking the kind of operation etc. These
will bring us general concurrency control program,
which is beyond the combination of the parts of
traditional concurrency control program. As the
granularity of the functions and the terminals is
small, the sub-trees, which are used for the popular
concurrency control protocol, and are prepared in
advance, are used. The fitness measure function
considers the goodness of concurrency control program.
The experiments show that a concurrency control program
using locks could be generated under the concurrent
environment, while a concurrency control program better
than the two-phase locking protocol could be generated
under the not-so-concurrent environment.",
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keywords = "genetic algorithms, genetic programming, concurrency
control program, database operation, fitness measure
function, two-phase locking protocol, concurrency
control",
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DOI = "doi:10.1109/SNPD.2011.16",
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notes = "Also known as \cite{6063562}",
- }
Genetic Programming entries for
Shinji Tamura
Teruhisa Hochin
Hiroki Nomiya
Citations