Healthcare Big Data Analytics Platform with Hadoop/MapReduce Framework

Chrimes, Dillon

ISBN 10: 3330335114 / ISBN 13: 9783330335110

Editore: LAP LAMBERT Academic Publishing, 2017

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136 pages. 8.66x5.91x0.31 inches. In Stock.

Codice articolo 3330335114

Dati bibliografici

• Titolo: Healthcare Big Data Analytics Platform with Hadoop/MapReduce Framework
• Editore: LAP LAMBERT Academic Publishing
• Data di pubblicazione: 2017
• Lingua: Inglese
• ISBN 10: 3330335114
• ISBN 13: 9783330335110
• Rilegatura: Paperback
• Condizione: Brand New
• Peso: 0,25 chilogrammi

Descrizione articolo

Riassunto

Big data analytics (BDA) is important to reduce healthcare costs. However, in many hospital systems, new technologies that influence patient data require extensive technical and rigorous usability testing before implementation into production. Therefore, to implement, an existing High Performance Computing (HPC) Linux node clusters were utilized externally, and simulation of patient data benchmarked and cross-referenced with current metadata profiles in operational hospital systems at the Vancouver Island Health Authority (VIHA), Victoria, Canada. Over the tested platform, the data were generated, indexed and stored over a Hadoop Distributed File System (HDFS) to noSQL database (HBase) that represented three billion patient records. Hadoop/MapReduce framework formed the BDA platform with HBase (NoSQL database) using hospital-specific metadata and file ingestion. Queries showed high performance with a variety of Apache tools in Hadoop’s ecosystem. BDA platform of HBase distributed by Hadoop successfully under high performance at large volumes and the entire data archive. Importance on representation of health informatics using technologies for big data in healthcare is discussed.

Informazioni sull?autore

I am a health information technologist and platform specialist in healthcare. My current research is big data technologies and middleware application at Vancouver Island Health Authority, Canada. Five university degrees, collaboration at University of Victoria, professorship at University of Tokyo and PhD from Swedish University of Agric Sciences.