Big Graph Databases (ECE_5DA04_TP)

Section outline

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  Overview

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  The Big Graph Databases course (ECE_5DA04_TP) presents the new needs raised by the heterogeneity of data, the evolution of a graphical view for connected information, the tools and techniques used to address these needs, as well as the most prominent classes of systems in the area. We will consider graph querying via structured queries, (semi)-structured search, also how reasoning is involved (on semantic graphs) and can be used to infer information. The course will also touch modern data management architectures and systems, such as in-memory databases, cloud databases, and query processing in shared-nothing, Map-Reduce clusters.

   

  Instructors:

  • Ioana Manolescu, Inria and Ecole Polytechnique ioana.manolescu@inria.fr
  • Madhulika Mohanty, Inria and Ecole Polytechnique madhulika.mohanty@inria.fr ,
  • Garima Gaur, Inria and Ecole Polytechnique garima.gaur@inria.fr

  • Select activity Announcements

    

    Announcements Forum
• Select section Week 1 (Nov 14): Introduction, Database fundamentals (Madhulika Mohanty)

  Week 1 (Nov 14): Introduction, Database fundamentals (Madhulika Mohanty)

  We will start with an introduction to Big Data and its requirements.

  Then, we will recall fundamental features of a Database Management System.

  • Select activity Introduction

    

    Introduction File
  • Select activity Database fundamentals

    

    Database fundamentals File

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• Select section Week 2 (Nov 28): Distributed Databases, Mediators (Ioana Manolescu)

  Week 2 (Nov 28): Distributed Databases, Mediators (Ioana Manolescu)

  Not available
• Select section Week 3 (Dec 5): Neo4j lab (Garima Gaur)

  Week 3 (Dec 5): Neo4j lab (Garima Gaur)

  Not available
• Select section Week 4 (Dec 12): Mediator systems (end), Peer-to-peer data management, the CAP theorem, Big Data management on top of MapReduce (Ioana Manolescu)

  Week 4 (Dec 12): Mediator systems (end), Peer-to-peer data management, the CAP theorem, Big Data management on top of MapReduce (Ioana Manolescu)

  Not available
• Select section Week 5 (Dec 19): AWS Neptune Lab (Madhulika Mohanty)

  Week 5 (Dec 19): AWS Neptune Lab (Madhulika Mohanty)

  Not available
• Select section Week 6 (Jan 9, 2025): Cloud Data Services (Ioana Manolescu)

  Week 6 (Jan 9, 2025): Cloud Data Services (Ioana Manolescu)

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• Select section Week 7 (Jan 16, 2025): Obi-Wan Lab (Garima Gaur)

  Week 7 (Jan 16, 2025): Obi-Wan Lab (Garima Gaur)

  Not available