All Stories

  1. Leveraging LLMs for Alert Summarization and Mitigation Plan Generation

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

    Sumona Mukhopadhyay

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

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

    Sumona Mukhopadhyay

  3. 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

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

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

    Sumona Mukhopadhyay

  5. 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

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

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

    Sumona Mukhopadhyay

  7. 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

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

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

    Sumona Mukhopadhyay

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

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

    Zhen Ming (Jack) Jiang, Sumona Mukhopadhyay

  10. System Failure Prediction and Root Cause Identification

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

    Mohammadreza Rasolroveicy , Sumona Mukhopadhyay

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

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

    Sumona Mukhopadhyay

  12. 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