All Stories

  1. Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT

    Article • ACM Transactions on Internet Technology, November 2025, ACM (Association for Computing Machinery)

    Erik Johannes Husom, Simeon Tverdal, Sagar Sen, Senior Research Scientist Phu Hong Nguyen, Arda Goknil

  2. LUMEN: Enhancing IoT System Observability with Multi-Agent Large Language Models and Knowledge Graphs

    Article • ACM Transactions on Internet of Things, October 2025, ACM (Association for Computing Machinery)

    Arda Goknil

  3. Adaptable Runtime Monitoring for Intermittent Systems

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

    EREN YILDIZ, Arda Goknil, Khakim Akhunov

  4. Engineering Carbon Emission-aware Machine Learning Pipelines

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

    Erik Johannes Husom, Arda Goknil, Sagar Sen

  5. REPTILE: a Tool for Replay-driven Continual Learning in IIoT

    Article • November 2023, ACM (Association for Computing Machinery)

    Sagar Sen, Arda Goknil, Simeon Tverdal, Senior Research Scientist Phu Hong Nguyen, Erik Johannes Husom

  6. Edge-based Data Profiling and Repair as a Service for IoT

    Article • November 2023, ACM (Association for Computing Machinery)

    Simeon Tverdal, Senior Research Scientist Phu Hong Nguyen, Sagar Sen, Arda Goknil, Erik Johannes Husom

  7. Automated Behavior Labeling for IIoT Data

    Article • November 2023, ACM (Association for Computing Machinery)

    Simeon Tverdal, Senior Research Scientist Phu Hong Nguyen, Arda Goknil, Sagar Sen, Erik Johannes Husom

  8. AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Arda Goknil, Sagar Sen

  9. A Systematic Review of Data Quality in CPS and IoT for Industry 4.0

    Article • ACM Computing Surveys, April 2023, ACM (Association for Computing Machinery)

    Arda Goknil, Senior Research Scientist Phu Hong Nguyen, Sagar Sen, Abhilash Anand

  10. ETAP: Energy-aware Timing Analysis of Intermittent Programs

    Article • ACM Transactions on Embedded Computing Systems, January 2023, ACM (Association for Computing Machinery)

    EREN YILDIZ, Arda Goknil

  11. Discovering high-level abstractions from time-varying manufacturing sensor data

    Article • May 2022, ACM (Association for Computing Machinery)

    Arda Goknil, Erik Johannes Husom, Sagar Sen, Simeon Tverdal