(HIGH PERFORMANCE SCIENTIFIC COMPUTING )
CdSINFORMATICA E NETWORKING
Codice571AA
CFU6
PeriodoPrimo semestre
LinguaInglese
Nel corso sono presentati alcuni algoritmi paralleli per problemi di base del calcolo scientifico. In particolare sono trattati:
-- metodi iterativi sincroni e asincroni per la risoluzione di sistemi lineari;
-- metodi iterativi sincroni ed asincroni per la risoluzione di problemi non lineari;
-- applicazioni all'analisi di grafi e reti complesse.
The objective of this course is to provide theoretical and practical knowledge
in parallel numerical algorithms, especially in the context of grid computing
and with the specificity of asynchronism. Topics will include:
- General notions on sequential iterative algorithms and their applications to numerical problems.
- Parallel synchronous iterative algorithms for numerical computation both in linear and nonlinear cases.
- Asynchronous versions of parallel iterative algorithms.
- Applications.
La valutazione del profitto avviene tramite prova orale alla fine dell’insegnamento organizzata in forma di seminario.
Methods:
- Examination is done through oral seminar
Course work will include literature research and presentation in related topics. In the final oral presentation the student must demonstrate the ability to approach a circumscribed research problem, and organise an effective exposition of theretical and computational results.
Lezioni frontali sugli argomenti teorici.
Delivery: face to face
Learning activities:
- attending lectures
- participation in seminar
- individual study
- Bibliography search
Attendance: Not mandatory
Teaching methods:
- Lectures
- Seminar
-- Metodi Iterativi
-- Metodi iterativi per problemi numerici
--Metodi iterativi sincroni ed asincroni
--Applicazioni
- Iterative Algorithms
- Iterative Algorithms and Applications to Numerical Problems
- Synchronous Iterations
- Asynchronous Iterations
Il materiale bibliografico sara` distribuito dal docente.
Recommended reading includes published material distributed by the teacher.