Introduction to High Performance and Data Intensive Computing_RIs

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  Description

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  Mixed: online and in person  

  Link + Regional Research Campus of Rome 1

  5 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   7 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   12 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   14 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   19 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   21 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   26 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   28 May 2025 10:30 - 12:30 / 14:30 - 16:30 (online)

   4 June 2025 in person

  10

  Costantino Zazza

  

  The aim of the course is to supply the basic concepts of information science and technology necessary to understand and interact with modern computing architectures. The study of computing technology behind human interface will be supplemented with the theoretical models they refer to with a comprehensive coverage of hardware and software computing systems. Lab sessions and hands-on will further complete the training by providing practical knowledge in accessing, programming and deploy computational workflows in different scientific domains. The course is organized in modules.
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• Select section Module 1 - Computing architectrures

  Module 1 - Computing architectrures

  Computer architectures by hardware design. Network topologies. Flynn toxonomy. Memory models and program driven approach. Scalability. Amdhal and Gustafsson laws.

  • Select activity M1 - Introduction to High Performance and Data Intensive Computing

    

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  • Select activity M1b - Cluster

    

    M1b - Cluster File PDF
• Select section Module 2 - Software

  Module 2 - Software

  Software design of modern computing systems. Architectures of Operating System. Unix/Linux OS. Software stack and services. Network services. Introduction to storage I/O. Hadoop approach.

  • Select activity M2_UnixKernel

    

    M2_UnixKernel File PDF
  • Select activity M2_Raid

    

    M2_Raid File PDF
• Select section Module 3 - Lab: Linux hands-on

  Module 3 - Lab: Linux hands-on

  Introductory mini-course on linux/unix with hands-on on DIBAF cluster.

  • Select activity M3_Linux_base

    

    M3_Linux_base File PDF
• Select section Module 4 - Recent advances.

  Module 4 - Recent advances.

  Cloud driven computing. Docker containers and Kubernetes.

  • Select activity M4_Doker

    

    M4_Doker File PDF
• Select section Module 5 - Kubernetes hands-on

  Module 5 - Kubernetes hands-on

  Introductory mini-course on Kubernets with hands-on on DIBAF cluster.

  • Select activity M5_Kubernetes

    

    M5_Kubernetes File PDF
• Select section Module 6 - Programming

  Module 6 - Programming

  Introduction to programming technics and methodologies in C and FORTRAN. Compilers. HPC libraries and tools. Programming examples in linear algebra.

  • Select activity M6_IPT1

    

    M6_IPT1 File PDF
  • Select activity M6_IPT2-OpenMP

    

    M6_IPT2-OpenMP File PDF
  • Select activity M6_IPT3-OpenMPI

    

    M6_IPT3-OpenMPI File PDF
• Select section Module 7 - Lab: programming hands-on

  Module 7 - Lab: programming hands-on

  Learning by examples in C and FORTRAN programming under Linux OS and tools.