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In Press
Giannopoulos A, Paralikas I, Spantideas S, Trakadas P.
COOLER: Cooperative Computation Offloading inEdge-Cloud Continuum under Latency Constraintsvia Multi-agent Deep Reinforcement Learning
. In: 2024 IEEE International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS). Dubrovnik, Croatia: IEEE; In Press.
Giannopoulos A, L. S-CA, Masip-Bruin X, D'Andria F, Trakadas P. Placing Computational Tasks within Edge-Cloud Continuum: a DRL Delay Minimization Scheme. In: 30th International European Conference on Parallel and Distributed Computing (Euro-Par 2024). Madrid, Spain: Springer; In Press.
Giannopoulos A, Paralikas I, Spantideas S, Nomikos N, Trakadas P.
PDPPnet:Prioritized Delay-aware and Peer-to-Peer Task Offloading in Cloud-Edge Continuum with DDDQN
. In: 2024 IEEE International Workshop on Computer-Aided Modeling and Design of Communication Links and Networks (CAMAD). Athens, Greece: IEEE; In Press.
Xylouris G, Trakadas P, Nomikos N, Giannopoulos A, Nikolakakis V, Patsourakis G, Gkonis P, Mandilaris C.
A Distributed Trustable AI Engine for Anomaly Detection in 6GNetworks: Architecture, Use Cases and Performance Evaluation
. In: 2024 IEEE International Workshop on Computer-Aided Modeling and Design of Communication Links and Networks (CAMAD). Athens, Greece: IEEE; In Press.
Al Kasir H, Giannopoulos A, Spantideas S, Trakadas P, Xylouris G, Kourtis MA, Peteromichelakis E, Samdanis K, Kuklinski S, Chen T, et al.
Automated End-to-End AI/ML Lifecycles for Radio Management in 6G Networks
. In: 2024 IEEE Future Networks World Forum (FMWF). Dubai, UAE: IEEE; In Press.
Amidi A, Nomikos N, Trakadas P.
The use of “Ethics by Design” approach as amethod to mitigate the challenges posed by automated decision-making systems in justice
. In: 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications (FAIEMA). Athens, Greece: Springer; In Press.
Plikas JH, Trakadas P, Kenourgios D.
Utilizing Environmental, Social, and Governance (ESG) and Machine Learning (ML) in Predicting Shipping Loan Defaults
. In: 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications (FAIEMA). Athens, Greece: Springer; In Press.
Granelli F, Qaisi M, Kapsalis P, Gkonis P, Nomikos N, Zacarias I, Jukan A, Trakadas P.
AI/ML-Assisted Threat Detection andMitigation in 6G Networks with Digital Twins: The HORSE Approach
. In: 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications (FAIEMA). Athens, Greece: Springer; In Press.
Granelli F, Qaisi M, Kapsalis P, Gkonis P, Nomikos N, Zacarias I, Jukan A, Trakadas P.
AI/ML-Assisted Threat Detection andMitigation in 6G Networks with Digital Twins: The HORSE Approach
. In: 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications (FAIEMA). Athens, Greece: Springer; In Press.