UDBMS: Road to Unification for Multi-model Data Management

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

One of the greatest challenges in big data management is the “Variety” of the data. The data may be presented in various types and formats: structured, semi-structured and unstructured. For instance, data can be modeled as relational, key-value, and graph models. Having a single data platform for managing both well-structured data and NoSQL data is beneficial to users; this approach reduces significantly integration, migration, development, maintenance, and operational issues. Therefore, a challenging research work is how to develop an efficient consolidated single data management platform covering both NoSQL and relational data to reduce integration issues, simplify operations, and eliminate migration issues. In this paper, we envision novel principles and technologies to handle multiple models of data in one unified database system, including model-agnostic storage, unified query processing and indexes, in-memory structures and multi-model transactions. We discuss our visions as well as present research challenges that we need to address.
Alkuperäiskielienglanti
OtsikkoAdvances in Conceptual Modeling : ER 2018 Workshops Emp-ER, MoBiD, MREBA, QMMQ, SCME, Xi’an, China, October 22-25, 2018, Proceedings
ToimittajatCarson Woo, Jiaheng Lu, Zhanhuai Li, Tok Wang Ling, Guoliang Li, Mong Li Lee
Sivumäärä10
JulkaisupaikkaCham
KustantajaSpringer
Julkaisupäivä2019
Sivut285-294
ISBN (painettu)978-3-030-01390-5
ISBN (elektroninen)978-3-030-01391-2
DOI - pysyväislinkit
TilaJulkaistu - 2019
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference on Conceptual Modeling - Xi'an, Kiina
Kesto: 22 lokakuuta 201825 lokakuuta 2018
Konferenssinumero: 37

Julkaisusarja

NimiLecture Notes in Computer Science
Vuosikerta11158
ISSN (painettu)0302-9743
ISSN (elektroninen)1611-3349

Tieteenalat

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