Overview
- Editors:
- Vijay Gadepally
Massachusetts Institute of Technology, Lexington, USA
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- Timothy Mattson
Intel Corporation, Hillsboro, USA
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- Michael Stonebraker
Massachusetts Institute of Technology, Cambridge, USA
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- Fusheng Wang
Stony Brook University, Stony Brook, USA
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- Gang Luo
University of Washington, Seattle, USA
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- George Teodoro
University of Brasília, Brasilia, Brazil
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Part of the book series:Lecture Notes in Computer Science (LNCS, volume 11470)
Part of the book sub series:Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
- DMAH: VLDB Workshop on Data Management and Analytics for Medicine and Healthcare
- Poly: VLDB Workshop on Polystore Systems for Heterogeneous Data in Multiple Databases with Privacy and Security Assurances
Conference proceedings info: DMAH 2018, Poly 2018.
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About this book
The 11 regular papers presented together with 2 invited papers and 1 abstract of a keynote talk were carefully reviewed and selected from 16 initial submissions. The Poly 2018 Workshop focus on growing a larger and more diverse research agenda around data system solutions for heterogeneous data. The DMAH 2018 Workshop aims to foster exchange of information and discussions on innovative data management and analytics technologies.
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Keywords
Table of contents (13 papers)
Front Matter
Pages I-XIIPoly 2018
Front Matter
Pages 1-1FastDAWG: Improving Data Migration in the BigDAWG Polystore System
- Xiangyao Yu, Vijay Gadepally, Stan Zdonik, Tim Kraska, Michael Stonebraker
Pages 3-15Multi-model Database Management Systems - A Look Forward
- Zhen Hua Liu, Jiaheng Lu, Dieter Gawlick, Heli Helskyaho, Gregory Pogossiants, Zhe Wu
Pages 16-29TDM: A Tensor Data Model for Logical Data Independence in Polystore Systems
- Eric Leclercq, Marinette Savonnet
Pages 39-56Sketching Data Structures for Massive Graph Problems
- Juan P. A. Lopes, Fabiano S. Oliveira, Paulo E. D. Pinto, Valmir C. Barbosa
Pages 57-67Managing Structurally Heterogeneous Databases in Software Product Lines
- Parisa Ataei, Arash Termehchy, Eric Walkingshaw
Pages 68-77PDSPTF: Polystore Database System for Scalability and Access to PTF Time-Domain Astronomy Data Archives
- Shashank Shrestha, Manoj Poudel, Yilang Wu, Wanming Chu, Subhash Bhalla, Thomas Kupfer et al.
Pages 78-92
DMAH 2018
Front Matter
Pages 105-105RHCS - A Clinical Recommendation System for Geriatric Patients
- Saliha Irem Besik, Ferda Nur Alpaslan
Pages 115-132Implementation of a Medical Coding Support System by Combining Approaches: NLP and Machine Learning
- Idir Amine Amarouche, Dehbia Ahmed Zaid, Tayeb Kenaza
Pages 133-147Building a Research-Quality Copy Number Variation Data Repository for Translational Research
- Chen Wang, Raymond M. Moore, Jared M. Evans, Xiaonan Hou, S. John Weroha, Guoqian Jiang
Pages 148-161DEAME - Differential Expression Analysis Made Easy
- Milena Kraus, Guenter Hesse, Tamara Slosarek, Marius Danner, Ajay Kesar, Akshay Bhushan et al.
Pages 162-174
Back Matter
Pages 175-175
Other volumes
Heterogeneous Data Management, Polystores, and Analytics for Healthcare
Editors and Affiliations
Massachusetts Institute of Technology, Lexington, USA
Vijay Gadepally
Intel Corporation, Hillsboro, USA
Timothy Mattson
Massachusetts Institute of Technology, Cambridge, USA
Michael Stonebraker
Stony Brook University, Stony Brook, USA
Fusheng Wang
University of Washington, Seattle, USA
Gang Luo
University of Brasília, Brasilia, Brazil
George Teodoro
Bibliographic Information
Book Title:Heterogeneous Data Management, Polystores, and Analytics for Healthcare
Book Subtitle:VLDB 2018 Workshops, Poly and DMAH, Rio de Janeiro, Brazil, August 31, 2018, Revised Selected Papers
Editors:Vijay Gadepally, Timothy Mattson, Michael Stonebraker, Fusheng Wang, Gang Luo, George Teodoro
Series Title:Lecture Notes in Computer Science
DOI:https://doi.org/10.1007/978-3-030-14177-6
Publisher:Springer Cham
eBook Packages:Computer Science,Computer Science (R0)
Copyright Information:Springer Nature Switzerland AG 2019
Softcover ISBN:978-3-030-14176-9Published: 21 February 2019
eBook ISBN:978-3-030-14177-6Published: 21 March 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number:1
Number of Pages:XII, 175
Number of Illustrations:144 b/w illustrations, 37 illustrations in colour