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MODELS 2020
Fri 16 - Fri 23 October 2020
Mon 19 Oct 2020 13:30 - 15:00 at Room B - Tutorial 7: Big data
Mon 19 Oct 2020 15:30 - 17:00 at Room B - Tutorial 7: Big data

The need for levels of availability and scalability beyond those supported by relational databases has led to the emergence of a new generation of purpose-specific databases grouped under the term NoSQL. In general, NoSQL databases are designed with horizontal scalability as a primary concern and deliver increased availability and fault tolerance at a cost of temporary inconsistency and reduced durability of data. To balance the requirements for data consistency and availability, organisations increasingly migrate towards hybrid data persistence architectures comprising both relational and NoSQL databases. The consensus is that this trend will only become stronger in the future; critical data will continue to be stored in ACID (largely relational) databases while non-critical data will be progressively migrated to high-availability NoSQL databases. Designing and deploying a hybrid data persistence architecture that involves a combination of relational and NoSQL databases is a complex, technically challenging and error-prone task. In this tutorial we will present a model-based methodology developed in the context of the EC-funded H2020 TYPHON project (typhonproject.org) for designing, developing, querying and evolving such scalable architectures for persistence, analytics and monitoring of large volumes of hybrid (relational, graph-based, document-based, natural language, etc.) data, in a systematic and disciplined manner.

Mon 19 Oct
Times are displayed in time zone: Eastern Time (US & Canada) change

13:30 - 15:00: Tutorial 7: Big dataTutorials at Room B
13:30 - 15:00
Tutorial
Tutorials
Francesco BascianiUniversity of L'Aquila, Marie-Saphira FlugATB Bremen, Loup MeuriceRever SA, Fulya Horozal, Tijs van der StormCWI & University of Groningen, Netherlands, Sebastian Scholze, Athanasios Zolotas
15:30 - 17:00: Tutorial 7: Big dataTutorials at Room B
15:30 - 17:00
Tutorial
Tutorials
Francesco BascianiUniversity of L'Aquila, Marie-Saphira FlugATB Bremen, Loup MeuriceRever SA, Fulya Horozal, Tijs van der StormCWI & University of Groningen, Netherlands, Sebastian Scholze, Athanasios Zolotas