Writing optimising compilers is difficult. The range of programs that may be presented to the
compiler is huge and the systems on which they run are complex, heterogeneous, non …

Being able to repeat experiments is considered a hallmark of the scientific method, used to
confirm or refute hypotheses and previously obtained results. But this can take many forms …

Purpose This study aims to extend and explore patterns and trends of research in the
linkage of big data and knowledge management (KM) by identifying growth in terms of …

There is a growing demand worldwide for resource conservation in all aspects of daily life.
Utilizing resources effectively, improving environmental performance, and defending global …

Adapting applications to optimally utilize available hardware is no mean feat: the plethora of
choices for optimization techniques are infeasible to maximize manually. To this end, auto …

Despite ceaseless efforts, extremely large and complex optimization space makes even the
state-of-the-art compilers fail in delivering the most performant setting that can fully utilize the …

Research funding bodies strongly encourage research projects to disseminate discovered
knowledge and transfer developed technology to industry. Unfortunately, capturing, sharing …

The reproduction and replication of research results has become a major issue for a number
of scientific disciplines. In computer science and related computational disciplines such as …

With the recognized crisis of credibility in scientific research, there is a growth of
reproducibility studies in computer science, and although existing surveys have reviewed …

The portability of real high-performance computing (HPC) applications on new platforms is
an open and very delicate problem. Especially, the performance portability of the underlying …