High performance embedded domain specific languages

Abstract

Today, all high-performance computer architectures are parallel and heterogeneous; a combination of multiple CPUs, GPUs and specialized processors. This creates a complex programming problem for application developers. Domain-specific languages (DSLs) are a promising solution to this problem because they provide an avenue for application-specific abstractions to be mapped directly to low level architecture-specific programming models providing high programmer productivity and high execution performance.