Publications
Article
Explaining Performance Issues of Cloud Applications From Logs Using Rule Induction and Dempster-Shafer Theory
2026
64357 - 64375
Article
DSGD++: Reducing Uncertainty and Training Time in the DSGD Classifier through a Mass Assignment Function Initialization Technique
2025
1004-1014
Article
Interpretable Clustering Using Dempster-Shafer Theory
2025
980-1003
Article
Fairness in Healthcare and Beyond-A Survey
2025
1636-1664
Article
A Study on Automated Problem Troubleshooting in Cloud Environments with Rule Induction and Verification
2024
1047
Article
Optimizing SaaS Solutions for Enhanced Sustainability and Predictive Management of Cloud Assets
2024
204-210
Article
Discovery of Cloud Applications from Logs
2024
216
Article
The Diagnosis-Effective Sampling of Application Traces
2024
1-29
Article
Discovery of Cloud Incidents through Streaming Consolidation of Events across Timeline and Topology Hierarchy
2024
200764
Article
Knowledge retrieval and diagnostics in cloud services with large language models
2024
124736
Article
Challenges and Experiences in Designing Interpretable KPI-diagnostics for Cloud Applications
2023
1298-1318
Article
Distributed Tracing for Troubleshooting of Native Cloud Applications via Rule-Induction Systems
2023
1274-1297
Conference
On diagnosing cloud applications with explainable AI
2022
23 - 26
Conference
On AI-driven customer support in cloud operations
2022
32 - 35
Conference
Root cause analysis of application performance degradations via distributed tracing
2022
27 - 31