Foutse Khomh

IRIS - Integrated Reasoning and Inference for Safety

Principal investigators: Khomh, Foutse

Keywords: Aerospace; Computer software

Tuning, Debugging and Monitoring High Performance Heterogeneous Systems at Exascale

Principal investigators: Dagenais, Michel MR

Keywords: cloud computing; debugging; exascale computing; gpgpu; heterogeneous computer systems; high performance computing; integrated development environment; machine learning; profiling; tracing

Cost-effective Monitoring of Quantum Software Applications

Principal investigators: Li, Heng H

Trustworthy Intelligent Software Systems

Principal investigators: Khomh, Foutse

Keywords: software quality; machine learning; software maintenance and evolution; machine learning systems engineering, ; reverse engineering; empirical software engineering; service-centric software engineering; dependable and trustworthy artificial intelligence; software analytics; cloud engineering

Methane emission monitoring and reduction in dairy farms using an optical nose on chip

Principal investigators: Peter, Yves-Alain YA

Keywords: agriculture; dairy farm; gas sensor; methane detection; microfabrication; microsystem; optical resonator; polymer

Geotechnical and Structural Paradigms for the Design, Implementation, and Operation of Small Modular Reactors in Canada's North

Principal investigators: Maghoul, Pooneh P

Keywords: climate change; energy transition; foundation engineering; geohazards; ground improvement; northern development; northern infrastructure; permafrost engineering; small modular reactors; soil-structure interaction

Automated AI-supported methane plume detection from satellite and aircraft images

Principal investigators: Merlo, Ettore EM

Keywords: Data / physics based regularization; Deep Neural Networks (DNN); DNN computational profiles; DNN performance monitoring; DNN release cycle; DNN reliability and robustness; DNN robustness hardening; DNN validation and verification; Features extraction from images; Robust DNN testing

A Training Program on the Development, Deployment and Servicing of Artificial Intelligence-based Software Systems

Principal investigators: Shihab, Emad E

Keywords: ai-based systems; servicing ai-based systems; social aspects of ai-based systems; software deployment; software development; software engineering

A Comprehensive Framework for the Automatic Evaluation of the Quality of ML-based Software Systems

Principal investigators: Khomh, Foutse FTSE

Keywords: explainability; fairness; machine learning models; machine learning systems engineering; metrics; model deployment; multi-objective optimization; quality measurement; robustness; software quality assurance

Improving the Quality Assurance of Machine-Learning Software Applications

Principal investigators: Khomh, Foutse

Keywords: software quality; machine learning systems engineering; software maintenance and evolution; empirical software engineering; mining software repositories; software testing