All Stories

  1. Concurrency-Informed Orchestration for Serverless Functions

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

    Bharathan Balaji

  2. Towards a Performance-Driven Device-Edge-Cloud Relationship

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

    Xiaomin OUYANG, Bharathan Balaji

  3. Adaptive Policy Regularization for Offline-to-Online Reinforcement Learning in HVAC Control

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

    Ph.D. candidate Hsin-Yu Liu, Bharathan Balaji

  4. Flamingo: Environmental Impact Factor Matching for Life Cycle Assessment with Zero-shot Machine Learning

    Article • ACM Journal on Computing and Sustainable Societies, December 2023, ACM (Association for Computing Machinery)

    Venkata Sai Gargeya Vunnava, Bharathan Balaji

  5. Quantifying the Decarbonization Potential of Flexible Load

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

    Bharathan Balaji, Mohammad Hajiesmaili

  6. Economizer Optimization with Reinforcement Learning: An Industry Perspective

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

    Bharathan Balaji, Wei Yih Yap

  7. Rule-based Policy Regularization for Reinforcement Learning-based Building Control

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

    Ph.D. candidate Hsin-Yu Liu, Bharathan Balaji

  8. Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras

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

    Bharathan Balaji

  9. CaML: Carbon Footprinting of Household Products with Zero-Shot Semantic Text Similarity

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

    Bharathan Balaji, Venkata Sai Gargeya Vunnava

  10. Open-sourced building HVAC control dataset for batch reinforcement learning.

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

    Bharathan Balaji, Ph.D. candidate Hsin-Yu Liu

  11. Marble

    Article • November 2021, ACM (Association for Computing Machinery)

    Bharathan Balaji

  12. Marble

    Article • November 2021, ACM (Association for Computing Machinery)

    Rajesh Gupta, Bharathan Balaji

  13. Ember

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

    Bharathan Balaji

  14. Ember - energy management of batteryless event detection sensors with deep reinforcement learning

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

    Bharathan Balaji

  15. Management of energy harvesting sensors using Artificial Intelligence

    Article • ACM Transactions on Sensor Networks, October 2020, ACM (Association for Computing Machinery)

    Bharathan Balaji, Francesco Fraternali

  16. Reinforcement Learning for the Adaptive Scheduling of Educational Activities

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

    Jay Painter, Bharathan Balaji