All Stories

  1. HeLoRA: LoRA-heterogeneous Federated Fine-tuning for Foundation Models

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

    Sasu Tarkoma

  2. Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency

    Article • ACM Transactions on Internet Technology, August 2024, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  3. FedGK: Communication-Efficient Federated Learning through Group-Guided Knowledge Distillation

    Article • ACM Transactions on Internet Technology, June 2024, ACM (Association for Computing Machinery)

    Wenjun Zhang, Sasu Tarkoma

  4. Serverless Runtime / Database Co-Design With Asynchronous I/O

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

    Jon Crowcroft, Sasu Tarkoma

  5. Behave Differently when Clustering: a Semi-Asynchronous Federated Learning Approach for IoT

    Article • ACM Transactions on Sensor Networks, January 2024, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  6. Towards Database and Serverless Runtime Co-Design

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

    Sasu Tarkoma

  7. SoK: Distributed Computing in ICN

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

    Peter Kietzmann, Sasu Tarkoma, Wei Geng

  8. A Comparative Analysis of Genetic Algorithm and Ant Colony Optimization for Mobile Augmented Reality Offloading

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

    Sasu Tarkoma

  9. Poster: Automatic Mass Power Outage Detection in Radio Access Networks

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

    Sasu Tarkoma

  10. Feasibility of Air Quality Monitoring from Transport Vehicles

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

    Naser Hossein Motlagh, Sasu Tarkoma, Pak Lun Fung, Andrew Rebeiro-Hargrave

  11. Protocol for hunting PM 2.5 emission hot spots in cities

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

    Sasu Tarkoma, Om Kathalkar, Spanddhana Sara, Andrew Rebeiro-Hargrave

  12. You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior

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

    Tong Li, Sasu Tarkoma

  13. Learning Representations of Satellite Imagery by Leveraging Point-of-Interests

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

    Tong Li, Sasu Tarkoma

  14. Upscaling Fog Computing in Oceans for Underwater Pervasive Data Science Using Low-Cost Micro-Clouds

    Article • ACM Transactions on Internet of Things, March 2023, ACM (Association for Computing Machinery)

    Agustin Zuniga, Sasu Tarkoma, Mohan Liyanage

  15. Evaluation of Low-cost Air Quality Sensor Calibration Models

    Article • ACM Transactions on Sensor Networks, November 2022, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  16. Federated split GANs

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

    Sasu Tarkoma, Jon Crowcroft

  17. PassWalk: Spatial Authentication Leveraging Lateral Shift and Gaze on Mobile Headsets

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

    Sasu Tarkoma

  18. Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests

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

    Sasu Tarkoma, Tong Li

  19. Roadmap for edge AI

    Article • ACM SIGCOMM Computer Communication Review, January 2022, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  20. Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration

    Article • ACM Transactions on Sensor Networks, May 2021, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  21. Network and Application Performance Measurement Challenges on Android Devices

    Article • ACM SIGMETRICS Performance Evaluation Review, March 2021, ACM (Association for Computing Machinery)

    Mohammad Hoque, Sasu Tarkoma

  22. Human Data Model

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

    Francois Christophe, Sasu Tarkoma

  23. When Are Cyber Blackouts in Modern Service Networks Likely?

    Article • ACM Transactions on Management Information Systems, June 2020, ACM (Association for Computing Machinery)

    Jon Crowcroft, Professor Bodhibrata Nag, Sasu Tarkoma

  24. Multiple Set Matching with Bloom Matrix and Bloom Vector

    Article • ACM Transactions on Knowledge Discovery from Data, April 2020, ACM (Association for Computing Machinery)

    Mohammad Hoque, Sasu Tarkoma

  25. ”What Apps Did You Use?”: Understanding the Long-term Evolution of Mobile App Usage

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

    Sasu Tarkoma, Tong Li

  26. Cost-effective Resource Provisioning for Spark Workloads

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

    Jiaheng Lu, Sasu Tarkoma, Mohammad Hoque

  27. Crowd Replication

    Article • ACM Transactions on Spatial Algorithms and Systems, September 2019, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  28. AppLens 2019

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

    Sasu Tarkoma, Anind Dey

  29. Exploiting Usage to Predict Instantaneous App Popularity

    Article • ACM Transactions on the Web, May 2019, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  30. Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention

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

    Agustin Zuniga, Sasu Tarkoma

  31. MobileCloudSim

    Article • October 2018, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  32. Low-cost support for search and rescue operations using off-the-shelf sensor technologies

    Article • Electronics Letters, June 2017, the Institution of Engineering and Technology (the IET)

    Sasu Tarkoma

  33. Characterizing smartphone power management in the wild

    Article • September 2016, ACM (Association for Computing Machinery)

    Mohammad Hoque, Sasu Tarkoma

  34. Social-aware device-to-device communication

    Article • September 2016, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  35. Modeling, Profiling, and Debugging the Energy Consumption of Mobile Devices

    Article • ACM Computing Surveys, February 2016, ACM (Association for Computing Machinery)

    Mohammad Hoque, Sasu Tarkoma

  36. Demo

    Article • September 2015, ACM (Association for Computing Machinery)

    Sasu Tarkoma, Jon Crowcroft

  37. Poster

    Article • September 2015, ACM (Association for Computing Machinery)

    Mohammad Hoque, Sasu Tarkoma

  38. Checksum gestures

    Article • January 2015, ACM (Association for Computing Machinery)

    Sasu Tarkoma

  39. Demo

    Article • January 2015, ACM (Association for Computing Machinery)

    Sasu Tarkoma