3 papers
cs.LG2026
TIMEGATE: Sustainable Time-Boxed Promotion Gates for Continual ML Adaptation Under Resource Constraints
Abhijit Chakraborty, Suddhasvatta Das, Yash Shah +2
As machine learning(ML) systems evolve to continual adaptation, each re-training cycle uses compute, annotation, and energy. We introduce TIMEGATE, a policy layer managing adaptati…
cs.SE2025
Formalizing Regression Testing for Agile and Continuous Integration Environments
Suddhasvatta Das, Kevin Gary
Software developed using modern agile practices delivers a stream of software versions that require continuous regression testing rather than testing once close to the delivery or…
cs.SE2025
Communication in Agile Software Development -- A Mapping Study
Suddhasvatta Das, Kevin Gary
Software industry is a fast-moving industry and to keep up with this pace the development process also needs to be fast and efficient and Agile software development (ASD) is the an…