GraphVault: a temporal graph persistence engine

  • Graph structures have gained increasing popularity in recent years as they offer comprehensive possibilities for managing and analyzing high interconnected data. In order to facilitate the orchestration of these data, graph databases have been developed enabling graphs to be stored as central entity. However, traditional graph databases and frameworks consider graphs as a inherently valid unit without temporal reference which can limit their ability to perform advanced analysis. This paper presents GraphVault, a graph persistence engine that is capable of efficiently storing graphs and reconstructing labeled property graphs over time. We present our temporal data model, which we mapped to a key-value engine using a purpose-built record design. The performance of our implementation is then compared to that of a conventional graph database.

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Metadaten
Author:Julian Bichl, Thomas DriessenGND, Melanie LangermeierGND, Bernhard BauerORCiDGND
URN:urn:nbn:de:bvb:384-opus4-1200299
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/120029
ISBN:978-989-758-692-7OPAC
Parent Title (English):Proceedings of the 26th International Conference on Enterprise Information Systems, April 28-30, 2024, Angers, France
Publisher:SciTePress
Place of publication:Setúbal
Editor:Joaquim Filipe, Michał Śmiałek, Alexander Brodsky, Slimane Hammoudi
Type:Conference Proceeding
Language:English
Year of first Publication:2024
Publishing Institution:Universität Augsburg
Release Date:2025/03/12
First Page:224
Last Page:231
DOI:https://doi.org/10.5220/0012556500003690
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Informatik
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Softwaretechnik
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Softwaretechnik / Professur Softwaremethodik für verteilte Systeme
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):CC-BY-NC-ND 4.0: Creative Commons: Namensnennung - Nicht kommerziell - Keine Bearbeitung (mit Print on Demand)

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