Kernel scheduling is the problem of finding the most efficient implementation for a
computational kernel. Identifying this implementation involves experimenting with the …

Abstract Graphics Processing Units (GPUs) are notoriously hard to optimise for manually
due to their scheduling and memory hierarchies. What is needed are good automatic code …

Specialised accelerators deliver orders of magnitude higher energy-efficiency than general-
purpose processors. Field Programmable Gate Arrays (FPGAs) have become the substrate …

Modern parallel accelerators offer an unprecedented degree of performance, and are used
pervasively in important application domains, such as High Performance Computing and …

In high performance domains like image processing, physics simulation or machine
learning, program performance is critical. Programmers called performance engineers are …