Managing polyglot systems metadata with hypergraphs
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A single type of data store can hardly fulfill every end-user requirements in the NoSQL world. Therefore, polyglot systems use different types of NoSQL datastores in combination. However, the heterogeneity of the data storage models makes managing the metadata a complex task in such systems, with only a handful of research carried out to address this. In this paper, we propose a hypergraph-based approach for representing the catalog of metadata in a polyglot system. Taking an existing common programming interface to NoSQL systems, we extend and formalize it as hypergraphs for managing metadata. Then, we define design constraints and query transformation rules for three representative data store types. Furthermore, we propose a simple query rewriting algorithm using the catalog itself for these data store types and provide a prototype implementation. Finally, we show the feasibility of our approach on a use case of an existing polyglot system.
CitationHewasinghage, M. [et al.]. Managing polyglot systems metadata with hypergraphs. A: International Conference on Conceptual Modeling. "ER 2018,Conceptual Modeling 37th International Conference, Xi'an, China, October 22–25, 2018". 2018, p. 463-478.
- GESSI - Grup d'Enginyeria del Software i dels Serveis - Ponències/Comunicacions de congressos 
- inSSIDE - integrated Software, Service, Information and Data Engineering - Ponències/Comunicacions de congressos 
- Departament d'Enginyeria de Serveis i Sistemes d'Informació - Ponències/Comunicacions de congressos