Explore the evolution and future of supercomputing software in this 42-minute webinar from the Society for Industrial and Applied Mathematics' Supercomputing Spotlights series. Delve into the impact of Moore's Law on high-performance computing (HPC), the challenges posed by its potential end, and innovative software solutions for emerging architectures. Learn about the shift from compute-centric to data locality-centric programming, the importance of efficient data movement, and the role of multicore and accelerator technologies. Discover the PADAL workshop series, techniques for optimizing sparse computations, and new execution models for GPUs and CPUs. Gain insights into stencil computation and the exciting future of computing, with a call for collaboration in addressing upcoming challenges in the field.
Supercomputing Spotlights - Supercomputing Software for Moore and Beyond
Society for Industrial and Applied Mathematics via YouTube
Overview
Syllabus
Intro
A brief history of Moore's Law
Multicore Architectures
Heterogeneous Computing
Emergence and Dominance of Al
Data movement cost
Imbalance Machines
Dynamic Models: Sparsification
PADAL Workshop Series
Feature extraction of sparse computation
Reordering for better caching
Reordering Algorithm Selection
Traditional GPU Execution Model
CPU-free execution model
Stencil Computation
Future of computing is exciting
Call for Collaboration
Taught by
Society for Industrial and Applied Mathematics
