Publications
Article
Interpretable Clustering Using Dempster-Shafer Theory
Article
DSGD++: Reducing Uncertainty and Training Time in the DSGD Classifier through a Mass Assignment Function Initialization Technique
Article
A Study on Automated Problem Troubleshooting in Cloud Environments with Rule Induction and Verification
Article
Optimizing SaaS Solutions for Enhanced Sustainability and Predictive Management of Cloud Assets
Article
The Diagnosis-Effective Sampling of Application Traces
Article
Knowledge retrieval and diagnostics in cloud services with large language models
Article
Discovery of Cloud Incidents through Streaming Consolidation of Events across Timeline and Topology Hierarchy
Article
Challenges and Experiences in Designing Interpretable KPI-diagnostics for Cloud Applications
Article
Distributed Tracing for Troubleshooting of Native Cloud Applications via Rule-Induction Systems
Conference
On diagnosing cloud applications with explainable AI
Conference
On AI-driven customer support in cloud operations
Conference
Root cause analysis of application performance degradations via distributed tracing
