4 papers · 1 filter
HPM-Frame: A Decision Framework for Executing Software on Heterogeneous Platforms
Hugo Andrade, Ola Benderius, Christian Berger +2
Heterogeneous computing is one of the most important computational solutions to meet rapidly increasing demands on system performance. It typically allows the main flow of applicat…
Refactoring Software in the Automotive Domain for Execution on Heterogeneous Platforms
Hugo Andrade, Ivica Crnkovic, Jan Bosch
The most important way to achieve higher performance in computer systems is through heterogeneous computing, i.e., by adopting hardware platforms containing more than one type of p…
Software Logging for Machine Learning
Nathan Bosch, Jan Bosch
System logs perform a critical function in software-intensive systems as logs record the state of the system and significant events in the system at important points in time. Unfor…
Engineering AI Systems: A Research Agenda
Jan Bosch, Ivica Crnkovic, Helena Holmström Olsson
Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in industry, However, based on well over a dozen case studies, we have learned that deployin…