2 papers
cs.LG2026
Log anomaly detection via Meta Learning and Prototypical Networks for Cross domain generalization
Krishna Sharma, Vivek Yelleti
Log anomaly detection is essential for system reliability, but it is extremely challenging to do considering it involves class imbalance. Additionally, the models trained in one do…
cs.SE2025
Beyond Greenfield: The D3 Framework for AI-Driven Productivity in Brownfield Engineering
Krishna Kumaar Sharma
Brownfield engineering work involving legacy systems, incomplete documentation, and fragmented architectural knowledge poses unique challenges for the effective use of large langua…