All Stories

  1. STRAM: Spatio-temporal road-aware mapping for graph neural network prediction

    Article • Neurocomputing, October 2026, Elsevier

    Lauri Lovén

  2. From data heterogeneity to convergence: A data-centric review of federated learning

    Article • Neurocomputing, September 2026, Elsevier

    Lauri Lovén

  3. When We Talk Morse: Lightweight Parameter Encoding for Secure Federated Learning

    Article • August 2026, Springer Science + Business Media

    Lauri Lovén

  4. Latency-Optimized Scheduling for Data Aggregation in Distributed Edge Computing

    Article • ACM Transactions on Internet Technology, February 2026, ACM (Association for Computing Machinery)

    Ying Li, Lauri Lovén

  5. A Holistic Framework for Privacy-Preserving and Trusted Cyber Threat Intelligence in Industry 5.0: A Fusion of Blockchain and Tiny Semi-Supervised Class-Incremental Learning with Catastrophic Forgetting Mitigation

    Article • Internet of Things, February 2026, Elsevier

    Lauri Lovén

  6. Beyond the Leaderboard: A Survey of the Science of Evaluation, Benchmarking, and Methodologies for Large Language Models

    Article • IEEE Access, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  7. Agentic Edge Intelligence: A Research Agenda

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

    Lauri Lovén

  8. STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions

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

    Lauri Lovén

  9. MemIndex: Agentic Event-based Distributed Memory Management for Multi-agent Systems

    Article • ACM Transactions on Autonomous and Adaptive Systems, November 2025, ACM (Association for Computing Machinery)

    Sasu Tarkoma, Lauri Lovén

  10. Towards a data fabric framework for industrial metaverse integration

    Article • Sustainable Computing Informatics and Systems, September 2025, Elsevier

    Lauri Lovén

  11. Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  12. iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  13. Lightweight LSTM-Based Adaptive Kafka Tuning for Predictive IoT Data Streams

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  14. Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities

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

    Sasu Tarkoma, Lauri Lovén

  15. Edge AI for Earth Observation

    Article • IEEE Internet Computing, May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  16. Bridging Theory and Practice: Addressing Current Cybersecurity Gaps in Industry 5.0

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  17. Follow-Me AI: Energy-Efficient User Interaction With Smart Environments

    Article • IEEE Pervasive Computing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  18. Hybrid Reputation Aggregation: A Robust Defense Mechanism for Adversarial Federated Learning in 5G and Edge Network Environments

    Article • IEEE Open Journal of the Communications Society, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  19. ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings

    Article • IEEE Internet of Things Magazine, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  20. Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks

    Article • IEEE Wireless Communications, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  21. Stake-Driven Rewards and Log-Based Free Rider Detection in Federated Learning

    Article • August 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  22. Data Fabric for Industrial Metaverse

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  23. Wait or Not to Wait: Evaluating Trade-Offs between Speed and Precision in Blockchain-based Federated Aggregation

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  24. Revisiting Edge AI: Opportunities and Challenges

    Article • IEEE Internet Computing, July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén, Atakan Aral

  25. Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions

    Article • Computer, March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  26. Digital Twins for Smart Spaces—Beyond IoT Analytics

    Article • IEEE Internet of Things Journal, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  27. Capacitated spatial clustering with multiple constraints and attributes

    Article • Engineering Applications of Artificial Intelligence, January 2024, Elsevier

    Lauri Lovén

  28. Learning Techniques for the Internet of Things

    Article • January 2024, Springer Science + Business Media

    Lauri Lovén

  29. Publish/Subscribe for Edge Intelligence: Systematic Review and Future Prospects

    Article • January 2024, Elsevier

    Lauri Lovén

  30. Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey

    Article • IEEE Internet of Things Journal, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  31. Semantic Slicing across the Distributed Intelligent 6G Wireless Networks

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

    Lauri Lovén

  32. Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions

    Article • IEEE Open Journal of the Communications Society, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  33. Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future

    Article • Computer, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  34. A dark and stormy night: Reallocation storms in edge computing

    Article • EURASIP Journal on Wireless Communications and Networking, September 2022, Springer Science + Business Media

    Lauri Lovén

  35. Revealing reliable information from taxi traces: from raw data to information discovery

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  36. The Many Faces of Edge Intelligence

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén, Atakan Aral

  37. Edge computing server placement with capacitated location allocation

    Article • Journal of Parallel and Distributed Computing, July 2021, Elsevier

    Lauri Lovén

  38. Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  39. EDISON: An Edge-Native Method and Architecture for Distributed Interpolation

    Article • Sensors, March 2021, MDPI AG

    Lauri Lovén

  40. Emotional well-being in smart environments

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

    Lauri Lovén

  41. Internet of Things for Smart Spaces: A University Campus Case Study

    Article • Sensors, July 2020, MDPI AG

    Lauri Lovén

  42. Privacy-Aware Blockchain Innovation for 6G: Challenges and Opportunities

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  43. Scaling up an Edge Server Deployment

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  44. Cyber personalities in adaptive target audiences

    Article • January 2020, Elsevier

    Lauri Lovén

  45. Machine Learning Meets Communication Networks: Current Trends and Future Challenges

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén, Andrei Gurtov

  46. Edge-Based Microservices Architecture for Internet of Things: Mobility Analysis Case Study

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  47. Towards measuring well-being in smart environments

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

    Lauri Lovén

  48. Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  49. Open-source RANs in Practice: an Over-The-Air Deployment for 5G MEC

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  50. Verification of Road Surface Temperature Forecasts Assimilating Data from Mobile Sensors

    Article • Weather and Forecasting, May 2019, American Meteorological Society

    Lauri Lovén

  51. Effect of experience sampling schedules on response rate and recall accuracy of objective self-reports

    Article • International Journal of Human-Computer Studies, May 2019, Elsevier

    Lauri Lovén

  52. Mobile road weather sensor calibration by sensor fusion and linear mixed models

    Article • PLOS One, February 2019, PLOS

    Lauri Lovén

  53. Design Challenges of Wellbeing Supporting Smart Environment in Collaborative Use Situations

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

    Lauri Lovén, Jacques Terken

  54. Wellbeing in Smart Environments

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

    Lauri Lovén

  55. On the Use of URLs and Hashtags in Age Prediction of Twitter Users

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Lauri Lovén

  56. Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case

    Article • January 2018, Springer Science + Business Media

    Lauri Lovén