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  1. 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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  2. 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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  3. Revisiting Edge AI: Opportunities and Challenges

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

    Lauri Lovén, Atakan Aral

  4. 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

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

    Article • January 2024, Springer Science + Business Media

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

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

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

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

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  9. 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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  10. FedCD: Personalized Federated Learning via Collaborative Distillation

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

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  11. 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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  12. Ideas for post-Moore era of distributed systems.

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

    Vincenzo De Maio, Atakan Aral

  13. 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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  14. Edge offloading for microservice architectures

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

    Vincenzo De Maio, Atakan Aral

  15. Roadmap for edge AI

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

    Sasu Tarkoma, Atakan Aral

  16. The Many Faces of Edge Intelligence

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

    Lauri Lovén, Atakan Aral

  17. 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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  18. Staleness Control for Edge Data Analytics

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

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  19. Simulators and emulators for edge computing

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

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  20. 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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  21. Staleness Control for Edge Data Analytics

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

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

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

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  23. EFPO

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

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  24. Addressing Application Latency Requirements through Edge Scheduling

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

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  25. Fuzzy Handoff Control in Edge Offloading

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

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

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

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

    Article • December 2018, Springer Science + Business Media

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  28. Dependency Mining for Service Resilience at the Edge

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

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  29. 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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  30. Scheduling Latency-Sensitive Applications in Edge Computing

    Article • January 2018, Scitepress

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  31. Quality of Service Channelling for Latency Sensitive Edge Applications

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

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

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

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  33. Modeling and Optimization of Resource Allocation in Distributed Clouds

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

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

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

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  35. 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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  36. Improving Resource Utilization in Cloud Environments using Application Placement Heuristics

    Article • January 2014, Scitepress

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

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

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  38. Mobile Multi-domain Search over Structured Web Data

    Article • January 2012, Springer Science + Business Media

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  39. Feature selection for collective classification

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

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