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O.K.N. Kaaij

2 records found

SMURF: a Methodology for Energy Profiling Software Systems

Simulate and Measure to Understand Resource Footprints

Understanding the energy profile of a complex, multi-faceted software system is difficult. In this thesis, we present a novel methodology, called SMURF, a five-step methodology that gives insights into the energy consumption of a complex system. The methodology is broadly applica ...
Machine learning models are being used extensively in many high impact scenarios. Many of these models are ‘black boxes’, which are almost impossible to interpret. Successful implementations have been limited by this lack of interpretability. One approach to increasing interpreta ...