A Distributed Data Allocation Algorithm for Biological Databases

被引：2

作者：

Tonini, Gustavo ^{[1
]}

Siqueira, Frank ^{[1
]}

机构：

[1] Univ Fed Santa Catarina, Dept Informat & Stat, Florianopolis, SC, Brazil

来源：

2013 IEEE 16TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE 2013) | 2013年

关键词：

data allocation; distributed databases; biological data; parallel processing; datawarehouse; OPTIMIZATION; SYSTEMS;

D O I：

10.1109/CSE.2013.85

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Storage and processing of large data sets on distributed platforms allows parallel query execution and is capable of improving scalability. However, defining a distributed allocation schema is a complex task that has been based mostly on ad-hoc, trial-and-error strategies. This paper describes an algorithm for creating a distributed allocation schema aimed at improving query performance. The algorithm is based on data patterns and query history analysis and can be applied to any existing centralized database. The proposed algorithm was evaluated using a large biological database as case study, achieving very promising results.

引用

页码：531 / 537

页数：7

共 20 条

[1]

Abdalla H.I., 2012, 2012 INT C INF TECHN, P1

[2] A new ant colony optimization based algorithm for data allocation problem in distributed databases [J].

Adl, Rosa Karimi ;

Rankoohi, Seyed Mohammad Taghi Rouhani .

KNOWLEDGE AND INFORMATION SYSTEMS, 2009, 20 (03) :349-373

[3] Evolutionary algorithms for allocating data in distributed database systems [J].

Ahmad, I ;

Karlapalem, K ;

Kwok, YK ;

So, SK .

DISTRIBUTED AND PARALLEL DATABASES, 2002, 11 (01) :5-32

[4]

Apache Software Foundation, 2005, AP HAD

[5]

Bajda-Pawlikowski Kamil., 2011, Proceedings of the 2011 ACM SIGMOD International Conference on Management of Data, SIGMOD '11, P1165, DOI DOI 10.1145/1989323.1989447

[6]

Bell D., 1992, DISTRIBUTED DATABASE

[7]

Bellatreche L, 2010, LECT NOTES COMPUT SC, V6081, P124

[8]

Contrino S., 2011, NUCLEIC ACIDS RES, P1082

[9] Five steps to construct a model of data allocation for distributed database systems [J].

Daudpota, NH .

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 1998, 11 (02) :153-168

[10]

Endpoint Corporation, 2008, BUC WIK

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