All Stories

  1. Energy- and Quantization-aware DNN Partitioning in the Edge-Cloud Continuum (Work In Progress Paper)

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

    Gabriele Russo Russo, Valeria Cardellini

  2. Introduction to the Special Issue on Artificial Intelligence for Adaptive and Autonomous Cloud/Edge Computing Systems

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

    Gabriele Russo Russo, Valeria Cardellini

  3. Towards Energy-Aware Execution and Offloading of Serverless Functions

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

    Gabriele Russo Russo, Valeria Cardellini

  4. Function Offloading and Data Migration for Stateful Serverless Edge Computing

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

    Gabriele Russo Russo

  5. FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum

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

    Gabriele Russo Russo, Valeria Cardellini

  6. Hierarchical Auto-Scaling Policies for Data Stream Processing on Heterogeneous Resources

    Article • ACM Transactions on Autonomous and Adaptive Systems, May 2023, ACM (Association for Computing Machinery)

    Gabriele Russo Russo, Valeria Cardellini

  7. Using Reinforcement Learning to Control Auto-Scaling of Distributed Applications

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

    Gabriele Russo Russo

  8. Real-time analysis of market data leveraging Apache Flink

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

    Valeria Cardellini, Gabriele Russo Russo

  9. Run-time Adaptation of Data Stream Processing Systems: The State of the Art

    Article • ACM Computing Surveys, January 2022, ACM (Association for Computing Machinery)

    Valeria Cardellini, Matteo Nardelli, Gabriele Russo Russo

  10. Elastic Pulsar Functions for Distributed Stream Processing

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

    Valeria Cardellini, Gabriele Russo Russo

  11. Self-Adaptive Data Stream Processing in Geo-Distributed Computing Environments

    Article • June 2019, ACM (Association for Computing Machinery)

    Gabriele Russo Russo

  12. Reinforcement Learning Based Policies for Elastic Stream Processing on Heterogeneous Resources

    Article • June 2019, ACM (Association for Computing Machinery)

    Gabriele Russo Russo