平行程式設計

Parallel Programming

學期

109-2

學分

3 學分

當期課號

5003

永久課號

IEC5106

開課單位

電機學院碩士在職專班

授課教師

游逸平

校區

光復

類別

選修

上課時間表

* 根據陽明交大上課時間表所列

概述

本課程的主要目標,在於讓學生了解平行計算相關技術及其實作與應用。本課程可使學生學習到符合未來發展趨勢的平行計算之基礎原理與相關的實作技術,並且輔以數個平行計算相關技術的實習和實作,以達到理論與實務兼備的教學目的。

先修科目

This course assumes that you are already a C or C++ programmer.

評分方式

Homework assignments (60%) Final project and presentation (40%) These weights are subject to minor variation.

課程大綱

週次計畫

週次	主題
第 1 週	Course introduction
第 2 週	Parallel and distributed programming for cloud computing
第 3 週	Parallel and distributed programming for cloud computing/Introduction to parallel hardware and software
第 4 週	Introduction to parallel hardware and software
第 5 週	Shared-memory programming with Pthreads
第 6 週	Shared-memory programming with Pthreads
第 7 週	Shared-memory programming with OpenMP
第 8 週	Shared-memory programming with OpenMP
第 9 週	Distributed-memory programming with MPI
第 10 週	Distributed-memory programming with MPI
第 11 週	Data parallel programming with CUDA
第 12 週	Data parallel programming with CUDA
第 13 週	Data parallel programming with OpenCL
第 14 週	Data parallel programming with OpenCL
第 15 週	Hadoop and MapReduce programming
第 16 週	Final project presentations
第 17 週	Final project presentations
第 18 週	Final project presentations

教科書

Peter Pacheco, An Introduction to Parallel Programming, Morgan Kaufmann; 1 edition (January 21, 2011)

Office Hours