All Stories

  1. Uncertainty Interaction in Software-Intensive Systems: A Community Roadmap

    Article • ACM Transactions on Autonomous and Adaptive Systems, September 2026, ACM (Association for Computing Machinery)

    Fuyuki Ishikawa, Anne Koziolek, Livia Lestingi, Sumona Mukhopadhyay, Alessandro Vittorio Papadopoulos, Danilo Pianini, Karthik Vaidhyanathan

  2. Leveraging LLMs for Alert Summarization and Mitigation Plan Generation

    Article • July 2026, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay

  3. An Evaluation Study of Generative AI Systems: Framework-Aware Performance Under Real-World Constraints

    Article • May 2026, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay

  4. AIPerfLLM: 4th International Workshop on Performance Optimization in the LLM World

    Article • May 2026, ACM (Association for Computing Machinery)

    Emilio Incerto, Sumona Mukhopadhyay, Khun Ban, Daniele Masti

  5. Demo of LearnedWMP: Workload Memory Prediction Using Deep Query Template Representations

    Article • June 2025, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay

  6. AIPerfLLM: 3rd International Workshop on Performance Optimization in the LLM world

    Article • May 2025, ACM (Association for Computing Machinery)

    Khun Ban, Emilio Incerto, Daniele Masti, Sumona Mukhopadhyay

  7. KubePlaybook: A Repository of Ansible Playbooks for Kubernetes Auto-Remediation with LLMs

    Article • May 2024, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay

  8. AIPerf'24: 2nd International Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control

    Article • May 2024, ACM (Association for Computing Machinery)

    Emilio Incerto, Daniele Masti, Sumona Mukhopadhyay

  9. Closing the Loop: Building Self-Adaptive Software for Continuous Performance Engineering

    Article • May 2024, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay

  10. Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications

    Article • May 2024, ACM (Association for Computing Machinery)

    Zhen Ming (Jack) Jiang, Sumona Mukhopadhyay

  11. System Failure Prediction and Root Cause Identification

    Article • May 2024, ACM (Association for Computing Machinery)

    Mohammadreza Rasolroveicy , Sumona Mukhopadhyay

  12. A Learning-Based Caching Mechanism for Edge Content Delivery

    Article • May 2024, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay

  13. Fault detection in sensors using single and multi-channel weighted convolutional neural networks

    Article • October 2020, ACM (Association for Computing Machinery)

    Sumona Mukhopadhyay, Sumona Mukhopadhyay