Platforms for massive data processing

    En bref
  • Crédits ECTS : 4


Program (detailed contents):


Physical infrastructure:

  • Introduction to Cloud Computing;
  • Concepts of network protocols optimization, particularly at the Transport layer (TCP evolutions, DCCP, SCTP, …)
  • Network functions virtualization (NFV)
  • Advanced management of networks infrastructure (SDN - Software Defined Network)
  • Concepts of distributed storage medium (SAN networks) for the efficient storage of massive data
    • Concepts of recent virtualization processors (Intel VT- X, set of specific instructions, dedicated structures such as VMCS)


    Organization and Data Management:

    • Databases (SQL and NoSQL)
    • Concept of distributed and efficient files systems (focus on Hadoop Distributed File System)
    • Indexing techniques Data
    • File formats