JOURNAL ARTICLE

Distributed gene clinical decision support system based on cloud computing

Abstract

GCDSS is a distributed gene clinical decision support system based on cloud computing techniques. In particular, we incorporated a distributed genetic data analysis pipeline framework in the proposed GCDSS system. To boost the data processing of GCDSS, we propose CloudBWA, which is a novel distributed read mapping algorithm to leverage batch processing technique in mapping stage using Apache Spark platform.

Keywords:
Computer science Cloud computing Scalability SPARK (programming language) Speedup Distributed computing Pipeline (software) Leverage (statistics) Decision support system Clinical decision support system Data mining Parallel computing Machine learning Database Operating system

Metrics

5
Cited By
0.11
FWCI (Field Weighted Citation Impact)
32
Refs
0.48
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Gene expression and cancer classification
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Bioinformatics and Genomic Networks
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Genetics, Bioinformatics, and Biomedical Research
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
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