CITS3402 introduces the key concepts of high performance computing in an easy-paced manner. Initially the basic ideas in multi-core computer architectures are explored through simple programming examples using OpenMP. In particular, the emphasis will be on improving the performance of the most compute-intensive parts of a program, loops. The lectures will cover the spawning of multiple threads on multiple cores through extensive examples. Next, the key problem in multi-core programming, cache coherency will be explored thoroughly. Distributed memory architectures and their programming through Message Passing Interface (MPI) will be discussed in the second part of the unit. Combining both OpenMP and MPI for improving performance on a cluster of multicore processors will be covered. Programming the MapReduce paradigm using the Spark framework will be covered.
|Unit Coordinator:||Prof. Amitava Datta|
|Lecturers:||Prof. Amitava Datta and Mr. Geoff Duniam|
|Tutors:||Anna Taleb-Bendiab, Geoff Duniam and Callum Sullivan|
|Lecture times:||8:00 - 10:00am Wednesdays (RBST: Robert Street Lecture Theatre)|
|Laboratory sessions:||1:00-3:00 Wednesdays (MATH:123D)|
1:00-3:00 Thursdays (MATH:123D)
10:00-12:00 Fridays (MATH:123C)
2:00-4:00 Fridays (MATH:123D)
|Email discussion list for CITS3402:||help3402|
|Consultation times:||10:00 - 11:00am Fridays|
There are no labs in the first two weeks.
|First assignment released||August 20|
|First assignment due||September 15, 11:59 pm|
|Second assignment released||September 10|
|Second assignment due||October 10, 11:59 pm|
|Third assignment released||October 7|
|Third assignment due||November 2, 11:59 pm|
|Final exam||2 hours, November|
Before undertaking this unit, students are strongly encouraged to read:
|School of Computer Science & Software Engineering
The University of Western Australia
Crawley, Western Australia, 6009.
Phone: +61 8 9380 2716 - Fax: +61 8 9380 1089.
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