Megadata storage and management
Introduction au Big Data

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Megadata storage and management


Introduction au Big Data

Authors : Bernard ESPINASSE, Patrice BELLOT

Publication date: February 10, 2017, Review date: October 23, 2020 | Lire en français

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3. Megadata storage and management

This section deals with the problem of storing very large volumes of data. We begin by pointing out the limitations of relational databases for storing and managing megadata, and discuss the contribution of cloud computing. We then highlight the benefits for data storage and management of the "MapReduce" parallel programming model and the free "Hadoop" framework that implements it. We then introduce the various NoSQL database models, which represent different solutions for storing megadata. Finally, we look at a few other alternatives, including NewSQL databases.

3.1 Limits of relational databases and Cloud Computing

When it comes to data storage, relational databases remain the benchmark. These widely-used tools guarantee the maintenance of ACID (Atomicity,...

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