[LA-SIGMA] Spring 2022: XSEDE Course in Applications of Parallel Computing
Juana Moreno
moreno at mail.brbytes.org
Sun Dec 12 12:06:56 CST 2021
In collaboration with XSEDE (Extreme Science and Engineering Discovery
Environment) and the University of California-Berkeley, LSU is offering
an online graduate course on Applications of Parallel Computing. Please,
register for PHYS 7895 (section 1) if you are interested. Postdocs can
attend without registering but we ask you to notify us.
The course includes online video lectures, and autograded quizzes and
homework assignments with access to free accounts on the NSF supported
XSEDE supercomputers. Juana Moreno is the local instructor and will meet
with the students weekly to discuss the material covered, questions on
homework, and the final group project. The time of the weekly meeting
will be agreed on after the term starts.
Key Topics covered in the course include:
- Models for parallel programming.
- Overview of parallelism in scientific applications and study of
parallel algorithms for linear algebra, particles, meshes, sorting, FFT,
graphs, machine learning, etc.
- Survey of parallel machines and machine structures.
- Programming shared- and distributed-memory parallel computers,
GPUs, and cloud platforms.
- Parallel programming languages, compilers, libraries and toolboxes.
- Data partitioning techniques.
- Techniques for synchronization and load balancing.
- Detailed study and algorithm/program development of medium sized
applications.
Course materials can be reviewed at
https://sites.google.com/lbl.gov/cs267-spr2021/
For questions, please contact Juana Moreno at moreno at lsu.edu.
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