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FastDAWG: Improving Data Migration in the BigDAWG Polystore System Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Multi-model Database Management Systems - A Look Forward

Authors : Zhen Hua Liu, Jiaheng Lu, Dieter Gawlick, Heli Helskyaho, Gregory Pogossiants, Zhe Wu

Published in: Heterogeneous Data Management, Polystores, and Analytics for Healthcare

Publisher: Springer International Publishing

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Abstract

The existence of the variety of data models and their associated data processing technologies make data management extremely complex. In this paper, we envision a single Multi-Model DataBase Management Systems (MMDBMS) providing declarative accesses to a variety of data models. We briefly review the history of the evolution of the DBMS technology to derive requirements of MMDBMSs and then we illustrate our ideas of building MMDBMSs satisfying those requirements. Since the relational algebra is not powerful enough to provide a mathematical foundation for MMDBMSs, we promote the category theory as a new theoretical foundation, which is a generalization of the set theory. We also suggest a set of shared data infrastructure services among data models to support “Just-In-Time” multi-model data access autonomously.

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previous chapter FastDAWG: Improving Data Migration in the BigDAWG Polystore System
next chapter Progressive Interactions Between Data Sources
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Metadata
Title
Multi-model Database Management Systems - A Look Forward
Authors
Zhen Hua Liu
Jiaheng Lu
Dieter Gawlick
Heli Helskyaho
Gregory Pogossiants
Zhe Wu
Copyright Year
2019
Book
Heterogeneous Data Management, Polystores, and Analytics for Healthcare

Print ISBN: 978-3-030-14176-9

Electronic ISBN: 978-3-030-14177-6

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-14177-6_2

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