Dimitrios Michael Manias

42 papers B 9Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Real-time scalable UAV condition monitoring framework with hardware-level acceleration for IoT applications. Internet Things Antonios Ntib, Dimitrios Michael Manias, Abdallah Shami
2025	B	`conf`	EV Charging Infrastructure Vulnerability Assessment and ML-Assisted Threat Mitigation. GLOBECOM Gabriella Antonia Gerges, Dimitrios Michael Manias, Abdallah Shami
2025	J	`jnl`	Network Resource Optimization for ML-Based UAV Condition Monitoring With Vibration Analysis. IEEE Netw. Lett. Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
2025	J	`jnl`	Network Resource Optimization for ML-Based UAV Condition Monitoring with Vibration Analysis. CoRR Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
2024	J	`jnl`	A Modular, End-to-End Next-Generation Network Testbed: Toward a Fully Automated Network Management Platform. IEEE Trans. Netw. Serv. Manag. Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
2024	J	`jnl`	A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform. CoRR Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
2024	B	`conf`	Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis. GLOBECOM Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
2024	J	`jnl`	Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis. CoRR Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
2024	—	`conf`	Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. DRCN Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami
2024	J	`jnl`	Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. CoRR Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami
2024	J	`jnl`	Robust and Reliable SFC Placement in Resource-Constrained Multi-Tenant MEC-Enabled Networks. IEEE Trans. Netw. Serv. Manag. Dimitrios Michael Manias, Ibrahim Shaer, Joe Naoum-Sawaya, Abdallah Shami
2024	B	`conf`	Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. GLOBECOM Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2024	J	`jnl`	Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. CoRR Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2024	—	`conf`	Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. DRCN Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2024	J	`jnl`	Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. CoRR Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2023	B	`conf`	A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks. IWCMC Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
2023	J	`jnl`	Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks. CoRR Abubakar S. Ali, Dimitrios Michael Manias, Abdallah Shami, Sami Muhaidat
2023	J	`jnl`	Model Drift in Dynamic Networks. IEEE Commun. Mag. Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2023	J	`jnl`	OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities. Photonic Netw. Commun. Abdallah Moubayed, Dimitrios Michael Manias, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami
2023	J	`jnl`	Resilient and Robust QoS-Preserving Post-Fault VNF Placement. IEEE Netw. Lett. Dimitrios Michael Manias, Ali Chouman, Joe Naoum-Sawaya, Abdallah Shami
2023	J	`jnl`	Slice-Level Performance Metric Forecasting in Intelligent Transportation Systems and the Internet of Vehicles. IEEE Internet Things Mag. Dimitrios Michael Manias, Ali Chouman, Anwer Al-Dulaimi, Abdallah Shami
2023	J	`jnl`	The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action. J. Sens. Actuator Networks Dimitrios Michael Manias, Abbas Javadtalab, Joe Naoum-Sawaya, Abdallah Shami
2022	—	`conf`	A Model Drift Detection and Adaptation Framework for 5G Core Networks. MeditCom Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2022	J	`jnl`	A Model Drift Detection and Adaptation Framework for 5G Core Networks. CoRR Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2022	B	`conf`	An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. GLOBECOM Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2022	J	`jnl`	An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. CoRR Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
2022	J	`jnl`	Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks. JOCN Dimitrios Michael Manias, Joe Naoum-Sawaya, Abdallah Shami, Abbas Javadtalab, Mahdi Hemmati, Yuren You
2022	B	`conf`	Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. IWCMC Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
2022	J	`jnl`	Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. CoRR Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
2021	B	`conf`	Concept Drift Detection in Federated Networked Systems. GLOBECOM Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
2021	J	`jnl`	Concept Drift Detection in Federated Networked Systems. CoRR Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
2021	J	`jnl`	Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. CoRR Dimitrios Michael Manias, Abdallah Shami
2021	J	`jnl`	Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. IEEE Netw. Dimitrios Michael Manias, Abdallah Shami
2021	B	`conf`	PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. GLOBECOM Li Yang, Dimitrios Michael Manias, Abdallah Shami
2021	J	`jnl`	PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. CoRR Li Yang, Dimitrios Michael Manias, Abdallah Shami
2021	J	`jnl`	The Need for Advanced Intelligence in NFV Management and Orchestration. IEEE Netw. Dimitrios Michael Manias, Abdallah Shami
2020	J	`jnl`	A Machine Learning-Based Migration Strategy for Virtual Network Function Instances. CoRR Dimitrios Michael Manias, Hassan Hawilo, Abdallah Shami
2020	J	`jnl`	Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement. CoRR Dimitrios Michael Manias, Hassan Hawilo, Manar Jammal, Abdallah Shami
2020	J	`jnl`	Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement. IEEE Netw. Lett. Dimitrios Michael Manias, Hassan Hawilo, Manar Jammal, Abdallah Shami
2020	J	`jnl`	Machine Learning for Performance-Aware Virtual Network Function Placement. CoRR Dimitrios Michael Manias, Manar Jammal, Hassan Hawilo, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner
2020	J	`jnl`	The Need for Advanced Intelligence in NFV Management and Orchestration. CoRR Dimitrios Michael Manias, Abdallah Shami
2019	B	`conf`	Machine Learning for Performance-Aware Virtual Network Function Placement. GLOBECOM Dimitrios Michael Manias, Manar Jammal, Hassan Hawilo, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner