Alternatives to Relational Databases in Precision Medicine: Comparison of Nosql Approaches for Big Data Storage Using Supercomputers
ALTERNATIVES TO RELATIONAL DATABASES IN PRECISION MEDICINE: COMPARISON OF NOSQL APPROACHES FOR BIG DATA STORAGE USING SUPERCOMPUTERS by Enrique Israel Velazquez MS, University of Pittsburgh, 2011 MPH, University of Pittsburgh, 2011 MD, University of Nuevo Leon Medical School, Mexico, 2005 Submitted to the Graduate Faculty of Department of Human Genetics Graduate School of Public Health in partial fulfillment of the requirements for the degree of Doctor of Philosophy University of Pittsburgh 2015 UNIVERSITY OF PITTSBURGH Graduate School of Public Health This dissertation was presented by Enrique Israel Velazquez It was defended on June 29, 2015 and approved by Dissertation Advisor: Michael Barmada, Ph.D., Associate Professor, Department of Human Genetics, Graduate School of Public Health; Associate Professor, Department of Biomedical Informatics; Director, Center for Computational Genetics, Graduate School of Public Health; Associate Director, Center for Simulation and Modeling, University of Pittsburgh; Co-Director, Informatics Resource Center, Institute for Personalized Medicine, University of Pittsburgh Schools of the Health Sciences and University of Pittsburgh Medical Center (UPMC) Committee Members: Eleonor Feingold, Ph.D., Professor, Department of Human Genetics; Professor, Department of Biostatistics; Associate Dean for Education, Office of the Dean; Senior Associate Dean, Office of the Dean, Graduate School of Public Health, University of Pittsburgh Harry Hochheiser, Ph.D., Assistant Professor, Department of Biomedical Informatics, School of Medicine, University of Pittsburgh Alexandros Labrinidis, Ph.D., Associate Professor, Department of Computer Science; Co-Director, Advanced Data Management Technologies Laboratory, University of Pittsburgh; Adjunct Associate Professor, Computer Science Department, Carnegie Mellon University Ryan Minster, Ph.D., Assistant Professor, Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh ii Copyright © by Enrique Israel Velazquez 2015 iii Michael Barmada, Ph.D.
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