Fiches de cours 2017-2018

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Parallelism and concurrency

CS-206

Enseignant(s) :

Kuncak Viktor
Odersky Martin

Langue:

English

Summary

The course introduces parallel programming models, algorithms, and data structures, map-reduce frameworks and their use for data analysis, as well as shared-memory concurrency.

Content

Parallel programming & execution models

Functional parallelism

Data-level parallelism

Threads and fork/join parallelism

Synchronization

Cache coherence

Memory models

Threads and Shared Memory in Java

Performance optimization

Keywords

Parallelism, threads, synchronization, locks, memory models.

Learning Prerequisites

Required courses

' Functional programming (CS-210)

' Algorithms (CS-250) 

' Computer Architecture (CS-208)

Recommended courses

System oriented programming (CS-207)

Important concepts to start the course

Functional programming and functional data structures

Algorithms and data structures

Learning Outcomes

By the end of the course, the student must be able to:

Teaching methods

Ex cathedra, labs, exercices

Assessment methods

With continuous control

Resources

Notes/Handbook

Lecture notes, copies of the slides

Dans les plans d'études

    • Semestre
       Printemps
    • Forme de l'examen
       Pendant le semestre
    • Crédits
      4
    • Matière examinée
      Parallelism and concurrency
    • Cours
      1 Heure(s) hebdo x 14 semaines
    • Exercices
      1 Heure(s) hebdo x 14 semaines
    • Projet
      2 Heure(s) hebdo x 14 semaines
  • Passerelle HES - IN, 2017-2018, Semestre printemps
    • Semestre
       Printemps
    • Forme de l'examen
       Pendant le semestre
    • Crédits
      4
    • Matière examinée
      Parallelism and concurrency
    • Cours
      1 Heure(s) hebdo x 14 semaines
    • Exercices
      1 Heure(s) hebdo x 14 semaines
    • Projet
      2 Heure(s) hebdo x 14 semaines
    • Semestre
       Printemps
    • Forme de l'examen
       Pendant le semestre
    • Crédits
      4
    • Matière examinée
      Parallelism and concurrency
    • Cours
      1 Heure(s) hebdo x 14 semaines
    • Exercices
      1 Heure(s) hebdo x 14 semaines
    • Projet
      2 Heure(s) hebdo x 14 semaines

Semaine de référence

 LuMaMeJeVe
8-9     
9-10     
10-11     
11-12     
12-13     
13-14     
14-15     
15-16     
16-17     
17-18     
18-19     
19-20     
20-21     
21-22     
En construction
 
      Cours
      Exercice, TP
      Projet, autre

légende

  • Semestre d'automne
  • Session d'hiver
  • Semestre de printemps
  • Session d'été
  • Cours en français
  • Cours en anglais
  • Cours en allemand