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  1. EdgeSynapse: Towards Leaky-Spike Transmission for Sustainable Edge Sensing

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

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  2. Reactive and Proactive Migration for Edge AI Training on Energy-Harvesting, Intermittently Powered Devices

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

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  3. Targeted and Fully Automated Updates Over LoRaWAN for Energy-Efficient Edge AI

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

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  4. Secure-by-Design Hardware Architecture for Real-Time IoT with Cycle-Bounded Trust and Redundancy-Aware Sensor Fusion

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

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  5. Performance Analysis of AI-Driven Security Models in the Cloud-Edge Continuum for Monitoring Critical Infrastructures

    Article • January 2025, Springer Science + Business Media

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  6. Towards Enhanced AI-Driven Security in Monitoring Systems with Low-Cost IoT Devices

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

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  7. Revisiting Edge AI: Opportunities and Challenges

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

    Lauri Lovén, Atakan Aral

  8. Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions

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

    Alessandro Vittorio Papadopoulos, Atakan Aral

  9. Machine Learning Workflows in the Computing Continuum for Environmental Monitoring

    Article • January 2024, Springer Science + Business Media

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  10. The promise of neuromorphic edge AI for rural environmental monitoring

    Article • Environmental Data Science, January 2024, Cambridge University Press

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  11. Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement

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

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  12. Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence

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

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  13. Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum

    Article • January 2023, Springer Science + Business Media

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  14. FedCD: Personalized Federated Learning via Collaborative Distillation

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

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  15. ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks

    Article • IEEE Transactions on Sustainable Computing, October 2022, Institute of Electrical & Electronics Engineers (IEEE)

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  16. Ideas for post-Moore era of distributed systems.

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

    Vincenzo De Maio, Atakan Aral

  17. Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures

    Article • IEEE Internet of Things Journal, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

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  18. Edge offloading for microservice architectures

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

    Vincenzo De Maio, Atakan Aral

  19. Roadmap for edge AI

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

    Sasu Tarkoma, Atakan Aral

  20. The Many Faces of Edge Intelligence

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

    Lauri Lovén, Atakan Aral

  21. Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services

    Article • IEEE Transactions on Parallel and Distributed Systems, July 2021, Institute of Electrical & Electronics Engineers (IEEE)

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  22. Staleness Control for Edge Data Analytics

    Article • ACM SIGMETRICS Performance Evaluation Review, July 2020, ACM (Association for Computing Machinery)

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  23. Simulators and emulators for edge computing

    Article • June 2020, the Institution of Engineering and Technology (the IET)

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  24. Performance evaluation of geographically distributed machine learning

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, June 2020, ACM (Association for Computing Machinery)

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  25. Staleness Control for Edge Data Analytics

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

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  26. Reliability Management for Blockchain-Based Decentralized Multi-Cloud

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

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  27. EFPO

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

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  28. Addressing Application Latency Requirements through Edge Scheduling

    Article • Journal of Grid Computing, November 2019, Springer Science + Business Media

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  29. Fuzzy Handoff Control in Edge Offloading

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

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  30. Towards Edge Benchmarking: A Methodology for Characterizing Edge Workloads

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

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  31. Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics

    Article • December 2018, Springer Science + Business Media

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  32. Dependency Mining for Service Resilience at the Edge

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

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  33. A Decentralized Replica Placement Algorithm for Edge Computing

    Article • IEEE Transactions on Network and Service Management, June 2018, Institute of Electrical & Electronics Engineers (IEEE)

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  34. Scheduling Latency-Sensitive Applications in Edge Computing

    Article • January 2018, Scitepress

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  35. Quality of Service Channelling for Latency Sensitive Edge Applications

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

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  36. Network-aware embedding of virtual machine clusters onto federated cloud infrastructure

    Article • Journal of Systems and Software, October 2016, Elsevier

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  37. Modeling and Optimization of Resource Allocation in Distributed Clouds

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

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  38. Subgraph Matching for Resource Allocation in the Federated Cloud Environment

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

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  39. An overview of model checking practices on verification of PLC software

    Article • Software & Systems Modeling, December 2014, Springer Science + Business Media

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  40. Improving Resource Utilization in Cloud Environments using Application Placement Heuristics

    Article • January 2014, Scitepress

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  41. Utilization of Method Graphs to Measure Cohesion in Object Oriented Software

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

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  42. Mobile Multi-domain Search over Structured Web Data

    Article • January 2012, Springer Science + Business Media

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  43. Feature selection for collective classification

    Article • September 2009, Institute of Electrical & Electronics Engineers (IEEE)

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