Ken Kennedy Institute for Information Technology
Computational and Applied Mathematics
Dean of Engineering
Electrical and Computer Engineering
University Distinguished Professor of Computer Science in the Electrical Engineering & Computer Science Department
University of Tennessee
Ken Kennedy Award Recipient - Jack Dongarra "Algorithmic and Software Challenges at Extreme Scales"
Wednesday, February 12, 2014
to 5:00 PM
McMurtry Auditorium George R. Brown Hall
6100 Main St
Houston, Texas, USA
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 and hybrid architectures
Automatically tuned application software
Exploiting mixed precision for performance
The importance of fault tolerance
Communication avoiding algorithms