In the last decades, the problem of target detection has received considerable attention in
remote sensing applications. When this problem is tackled using hyperspectral images with …

We introduce a high performance, multi-threaded realization of the gemm kernel for the
ARMv8. 2 architecture that operates with 16-bit (half precision)/queryKindly check and …

The rise of heterogeneous systems has given place to great challenges for users as they
involve new concepts, restrictions, and frameworks. Their exploitation is further complicated …

Heterogeneous devices require much more work from programmers than traditional CPUs,
particularly when there are several of them, as each one has its own memory space. Multi …

The programming of heterogeneous clusters is inherently complex, as these architectures
require programmers to manage both distributed memory and computational units with a …

Stencil computations are very common in scientific codes. Heterogeneous systems achieve
good results solving these problems, but their programming is complex because of the ghost …

The existence of a wide variety of computing devices with very different properties makes
essential the development of software that is not only portable among them, but which also …

Codes written in a naive way seldom effectively exploit the computing resources, while
writing optimized codes is usually a complex task that requires certain levels of expertise …

Abstract General Matrix-Matrix Multiplication (GEMM) is used widely in many
highperformance application domains. In many cases, these applications repeatedly …

In recent years, vast amounts of data of different kinds, from pictures and videos from our
cameras to software logs from sensor networks and Internet routers operating day and night …