We present an optimization algorithm that combines active learning and locally-weighted regression to find extreme points of noisy and complex functions. We apply our algorithm to...
Software is an increasing and important part of many products and systems. Software, hardware, and system level components have been developed and produced following separate proc...
Many software applications produced today have a component, of lesser or greater importance to the structure, that is based on database management systems. What is more, this infor...
Compositional approaches to system-level performance analysis have shown great flexibility and scalability in the design of heterogeneous systems. These approaches often assume c...
Many software systems rely on third-party components during their build process. Because the components are constantly evolving, quality assurance demands that developers perform ...
Il-Chul Yoon, Alan Sussman, Atif M. Memon, Adam A....