Manchester SIAM Student Chapter Event: Thursday 22nd July 2010, 1430-1530
Room G.207 (ground floor), Alan Turing Building, School of Mathematics
Refreshments provided afterwards
Jack Dongarra (University of Tennessee, Oak Ridge National Laboratory, University of Manchester)
Impact of Architecture and Technology for Extreme Scale on Software and Algorithm Design Abstract (click to view).
In this talk we examine how high performance computing has changed over the last 10-year and look toward the future in terms of trends. These changes have had and will continue to have a major impact on our software. Some of the software and algorithm challenges have already been encountered, such as management of communication and memory hierarchies through a combination of compile--time and run--time techniques, but the increased scale of computation, depth of memory hierarchies, range of latencies, and increased run--time environment variability will make these problems much harder.
We will look at five areas of research that will have an importance impact in the development of software and algorithms.
We will focus on following themes:
Redesign of software to fit multicore architectures
Automatically tuned application software
Exploiting mixed precision for performance
The importance of fault tolerance
Communication avoiding algorithms