AI, Research Software and Scientific Workflows: Bridging the Gap

Description

In this talk I will explore the concept of semantic code exploration, where AI, knowledge graphs, and deep learning blend to revolutionize how we discover and utilize scientific software repositories. Later this talk will delve into the world of serverless frameworks powered by AI, introducing innovative techniques such as semantic workflow code search, code summarization, and workflow code completion. These advancements simplify data-intensive computations, providing researchers and practitioners with powerful tools to accelerate their work. I will finish the talk by presenting novel techniques like auto-scaling, bridging the gap in efficiency and supporting stateful streaming applications within scientific workflows. These innovations collectively reshape the landscape of scientific research, fostering innovation and collaboration, and ultimately driving efficiency to advance scientific research

Period	10 Oct 2023
Event title	3rd Workshop on Reproducible Workflows, Data Management, and Security
Event type	Workshop
Location	Limassol, CyprusShow on map
Degree of Recognition	International