High Performance Computing (CS075) Spring 2017

High Performance Computing (CS075) Spring 2017


General Information:

Instructors : James Lin james[at]sjtu[dot]edu[dot]cn
Jianwen Wei weijianwen[at]sjtu[dot]edu[dot]cn
Stephen Wang wangyichao[at]sjtu[dot]edu[dot]cn
Guest Instructor : Minhua Wen wenminhua[at]sjtu[dot]edu[dot]cn
TA : Linjin Cai caijinjin4[at]sjtu[dot]edu[dot]cn
Time     : Monday 16:00 - 17:40 pm. ( 16 weeks)
Place    : 东上院507
Instructors' office   : Room 205, Network Information Center

Syllabus:

Date Detail Slides Source Code Given by
February 20 Introduction of HPC lecture_1.pdf James
February 27 A "Hand-on" Introduction to OpenMP lecture_2.pdf lecture2.zip Jianwen
March 06 Advances in big data and extreme scale computing lecture_3.pdf William Tang
March 13 Introduction to MPI lecture_4.pdf lecture4.zip Jianwen
March 20 Introduction to PGAS with UPC lecture_5a.pdf Jianwen
March 20 Introduction to Intel Xeon Phi Processor "Knight Landing" lecture_5b.pdf Jianwen
March 27 Introduction of GPU computing lecture_6.pdf Stephen
April 01 Introduction to Compiler Directives with OpenACC lecture_7.pdf Stephen
April 10 Introduction to Sunway TaihuLight Supercomputer lecture_8.pdf Stephen
April 17 Hands-on Lab of OpenACC lecture_9.pdf lecture9.zip Stephen
April 24 An introduction to SJTU π supercomputer

lecture_10a.pdf
lecture_10b.pdf

lecture10.tar.gz Jianwen & Stephen
May 08 Introduction to BigData Analysis Stack lecture_11.pdf Jianwen
May 15 Minhua
May 22 What's new from GTC17 lecture_13.pdf Stephen
May 27 RDMA Programming

lecture_14a.pdf

lecture_14b.pdf

Jianwen
June 05 Final Projects lecture_15.pdf

Reference Books:

1 Hennessy J L, Patterson D A. Computer architecture: a quantitative approach[M]. Elsevier, 2012.
2 Eijkhout V, Chow E, van de Geijn R. Introduction to high-performance scientific computing[M]. Lulu. com, 2010.
3 Kirk D B, Wen-mei W H. Programming massively parallel processors: a hands-on approach[M]. Morgan Kaufmann, 2010.
4 Understanding Molecular Simulation: From Algorithms to Applications, second edition

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