Advanced algorithmic techniques for GPUs

Lecture Details

This section discusses the particular limitations and constraints of many-core hardware, and which computational patterns are desirable or undesirable, from the architectural point of view. Among the main obstacles to performance, discussion includes conflicts in critical resources leading to serialization, load imbalance, and memory bandwidth bottlenecks.