Abdallah Shami

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 204

Top Venues

CoRR

GLOBECOM

CCECE

IEEE Trans. Netw. Serv. Manag.

Publications

Ibrahim Shaer, Soodeh Nikan, Abdallah Shami
Efficient Transformer-based Hyper-parameter Optimization for Resource-constrained IoT Environments. CoRR (2024)
Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis. CoRR (2024)
Sulaiman A. Aburakhia, Abdallah Shami, George K. Karagiannidis
On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach. CoRR (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. DRCN (2024)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova
Guest Editorial: Special section on Networks, Systems, and Services Operations and Management Through Intelligence. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Emanuel Figetakis, Yahuza Bello, Ahmed Refaey, Abdallah Shami
Decentralized Semantic Traffic Control in AVs Using RL and DQN for Dynamic Roadblocks. CoRR (2024)
Ibrahim Tamim, Abdallah Shami, Lyndon Ong
ALAP: Availability- and Latency-Aware Protection for O-RAN: A Deep Q-Learning Approach. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. CoRR (2024)
Dimitrios Michael Manias, Ibrahim Shaer, Joe Naoum-Sawaya, Abdallah Shami
Robust and Reliable SFC Placement in Resource-Constrained Multi-Tenant MEC-Enabled Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Fatemeh Dehrouyeh, Li Yang, Firouz Badrkhani Ajaei, Abdallah Shami
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case. IEEE Access 12 (2024)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform. CoRR (2024)
Fatemeh Dehrouyeh, Li Yang, Firouz Badrkhani Ajaei, Abdallah Shami
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case. CoRR (2024)
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. DRCN (2024)
Hossein Hassani, Soodeh Nikan, Abdallah Shami
Traffic navigation via reinforcement learning with episodic-guided prioritized experience replay. Eng. Appl. Artif. Intell. 137 (2024)
Mirna El Rajab, Li Yang, Abdallah Shami
Zero-touch networks: Towards next-generation network automation. Comput. Networks 243 (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. CoRR (2024)
Sulaiman A. Aburakhia, Ismail Hamieh, Abdallah Shami
Joint Instantaneous Amplitude-Frequency Analysis of Vibration Signals for Vibration-Based Condition Monitoring of Rolling Bearings. CoRR (2024)
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. CoRR (2024)
Li Yang, Mirna El Rajab, Abdallah Shami, Sami Muhaidat
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Ibrahim Shaer, Abdallah Shami
Thwarting Cybersecurity Attacks with Explainable Concept Drift. CoRR (2024)
Li Yang, Abdallah Shami
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems. IEEE Trans. Ind. Informatics 19 (2) (2023)
Sam Aleyadeh, Abbas Javadtalab, Abdallah Shami
Modular Simulation Environment Towards OTN AI-based Solutions. IDSTA (2023)
Ibrahim Shaer, Anwar Haque, Abdallah Shami
Availability-aware multi-component V2X application placement. Veh. Commun. 43 (2023)
Dimitrios Michael Manias, Ali Chouman, Anwer Al-Dulaimi, Abdallah Shami
Slice-Level Performance Metric Forecasting in Intelligent Transportation Systems and the Internet of Vehicles. IEEE Internet Things Mag. 6 (3) (2023)
Abdallah Shami, Lyndon Ong
Guest Editorial: Machine Learning-Enabled Zero Touch Networks. IEEE Commun. Mag. 61 (6) (2023)
Li Yang, Abdallah Moubayed, Abdallah Shami, Amine Boukhtouta, Parisa Heidari, Stere Preda, Richard Brunner, Daniel Migault, Adel Larabi
Forensic Data Analytics for Anomaly Detection in Evolving Networks. CoRR (2023)
Ibrahim Shaer, Abdallah Shami
CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment. CoRR (2023)
Mirna El Rajab, Li Yang, Abdallah Shami
Zero-Touch Networks: Towards Next-Generation Network Automation. CoRR (2023)
Sara Zimmo, Abdallah Moubayed, Ahmed Refaey Hussein, Abdallah Shami
Quality of service-aware coexistence in unlicensed 5G new radio based on time-domain virtualization. Int. J. Commun. Syst. 36 (4) (2023)
Ibrahim Shaer, Abdallah Shami
Hierarchical Modelling for CO2 Variation Prediction for HVAC System Operation. Algorithms 16 (5) (2023)
Ibrahim Shaer, Abdallah Shami
CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Dimitrios Michael Manias, Abbas Javadtalab, Joe Naoum-Sawaya, Abdallah Shami
The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action. J. Sens. Actuator Networks 12 (3) (2023)
Abubakar S. Ali, Dimitrios Michael Manias, Abdallah Shami, Sami Muhaidat
Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks. CoRR (2023)
Yahuza Bello, Ahmed Refaey, Abdallah Shami
Secure Migration in NGN: An Optimal Stopping Problem Approach with Partial Observability. GLOBECOM (2023)
Ibrahim Tamim, Sam Aleyadeh, Abdallah Shami
Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning. ICC (2023)
Dimitrios Michael Manias, Ali Chouman, Joe Naoum-Sawaya, Abdallah Shami
Resilient and Robust QoS-Preserving Post-Fault VNF Placement. IEEE Netw. Lett. 5 (4) (2023)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks. IWCMC (2023)
Ibrahim Shaer, Abdallah Shami
Data-driven methods for the reduction of energy consumption in warehouses: Use-case driven analysis. Internet Things 23 (2023)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Abdallah Shami, Lyndon Ong
Guest Editorial: Machine Learning-Enabled Zero Touch Networks. IEEE Commun. Mag. 61 (2) (2023)
Sam Aleyadeh, Abbas Javadtalab, Abdallah Shami
Modular Simulation Environment Towards OTN AI-based Solutions. CoRR (2023)
Abdallah Moubayed, Dimitrios Michael Manias, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami
OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities. Photonic Netw. Commun. 45 (2) (2023)
Sulaiman A. Aburakhia, Abdallah Shami
SB-PdM: A tool for predictive maintenance of rolling bearings based on limited labeled data. Softw. Impacts 16 (2023)
Ibrahim Tamim, Sam Aleyadeh, Abdallah Shami
Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning. CoRR (2023)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Model Drift in Dynamic Networks. IEEE Commun. Mag. 61 (10) (2023)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. CoRR (2022)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. IWCMC (2022)
Sam Aleyadeh, Abdallah Moubayed, Parisa Heidari, Abdallah Shami
Optimal Container Migration/Re-Instantiation in Hybrid Computing Environments. IEEE Open J. Commun. Soc. 3 (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. MeditCom (2022)
Quang Huy Duong, Ibrahim Tamim, Brigitte Jaumard, Abdallah Shami
A Column Generation Algorithm for Dedicated-Protection O-RAN VNF Deployment. IWCMC (2022)
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abdallah Shami, Abbas Javadtalab, Mahdi Hemmati, Yuren You
Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks. JOCN 15 (8) (2022)
Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Ibrahim Shaer, Abdallah Shami
Sound Event Classification in an Industrial Environment: Pipe Leakage Detection Use Case. CoRR (2022)
Li Yang, Abdallah Shami
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles. ICC (2022)
Abdallah Moubayed, Abdallah Shami, Anwer Al-Dulaimi
On End-to-End Intelligent Automation of 6G Networks. Future Internet 14 (6) (2022)
Elena Uchiteleva, Serguei Primak, Marco Luccini, Ahmed Refaey Hussein, Abdallah Shami
The TriLS Approach for Drift-Aware Time-Series Prediction in IIoT Environment. IEEE Trans. Ind. Informatics 18 (10) (2022)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Li Yang, Abdallah Shami
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective. CoRR (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. GLOBECOM (2022)
Sulaiman A. Aburakhia, Tareq Tayeh, Ryan Myers, Abdallah Shami
Similarity-Based Predictive Maintenance Framework for Rotating Machinery. CoRR (2022)
Abdallah Moubayed, Abdallah Shami, Abbas Ibrahim
Intelligent Transportation Systems' Orchestration: Lessons Learned & Potential Opportunities. CoRR (2022)
Sulaiman A. Aburakhia, Tareq Tayeh, Ryan Myers, Abdallah Shami
Similarity-Based Predictive Maintenance Framework for Rotating Machinery. ICCSPA (2022)
Li Yang, Abdallah Moubayed, Abdallah Shami
MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles. IEEE Internet Things J. 9 (1) (2022)
Ibrahim Shaer, Abdallah Shami
Sound Event Classification in an Industrial Environment: Pipe Leakage Detection Use Case. IWCMC (2022)
Li Yang, Abdallah Shami
IoT data analytics in dynamic environments: From an automated machine learning perspective. Eng. Appl. Artif. Intell. 116 (2022)
Abdallah Moubayed, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami
Traffic-Aware OTN-over-WDM Optimization in 5G Networks. MeditCom (2022)
Li Yang, Abdallah Shami
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems. CoRR (2022)
Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles. GLOBECOM (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. CoRR (2022)
Tareq Tayeh, Sulaiman Aburakhia, Ryan Myers, Abdallah Shami
An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series. CoRR (2022)
Maryam Mohseni, Soodeh Nikan, Abdallah Shami
AI-based Traffic Forecasting in 5G network. CCECE (2022)
Abdallah Moubayed, Abdallah Shami
Softwarization, Virtualization, and Machine Learning for Intelligent and Effective Vehicle-to-Everything Communications. IEEE Intell. Transp. Syst. Mag. 14 (2) (2022)
Li Yang, Abdallah Shami
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles. CoRR (2022)
Sulaiman A. Aburakhia, Ryan Myers, Abdallah Shami
A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay. IEEE Trans. Instrum. Meas. 71 (2022)
Li Yang, Abdallah Shami
IDS-ML: An open source code for Intrusion Detection System development using Machine Learning. Softw. Impacts 14 (2022)
Tareq Tayeh, Sulaiman A. Aburakhia, Ryan Myers, Abdallah Shami
An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles. CoRR (2022)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. CoRR (2022)
Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner
Edge-Enabled V2X Service Placement for Intelligent Transportation Systems. IEEE Trans. Mob. Comput. 20 (4) (2021)
Manar Jammal, Ali Kanso, Parisa Heidari, Abdallah Shami
Evaluating High Availability-Aware Deployments Using Stochastic Petri Net Model and Cloud Scoring Selection Tool. IEEE Trans. Serv. Comput. 14 (1) (2021)
Sara Zimmo, Ahmed Refaey, Abdallah Shami
B5G: Intelligent Coexistence Model for Edge Network. CCECE (2021)
Dimitrios Michael Manias, Abdallah Shami
The Need for Advanced Intelligence in NFV Management and Orchestration. IEEE Netw. 35 (1) (2021)
Dimitrios Michael Manias, Abdallah Shami
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. CoRR (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine learning towards intelligent systems: applications, challenges, and opportunities. Artif. Intell. Rev. 54 (5) (2021)
Li Yang, Abdallah Shami
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams. IEEE Internet Things Mag. 4 (2) (2021)
Dimitrios Michael Manias, Abdallah Shami
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. IEEE Netw. 35 (3) (2021)
Ibrahim Tamim, Anas Saci, Manar Jammal, Abdallah Shami
Downtime-Aware O-RAN VNF Deployment Strategy for Optimized Self-Healing in the O-Cloud. CoRR (2021)
Abdallah Moubayed, Mohamed Sharif, Marco Luccini, Serguei Primak, Abdallah Shami
Water Leak Detection Survey: Challenges & Research Opportunities Using Data Fusion & Federated Learning. IEEE Access 9 (2021)
Li Yang, Dimitrios Michael Manias, Abdallah Shami
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. CoRR (2021)
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
Concept Drift Detection in Federated Networked Systems. CoRR (2021)
Tareq Tayeh, Abdallah Shami
Anomaly Detection in Smart Manufacturing with an Application Focus on Robotic Finishing Systems: A Review. CoRR (2021)
Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration. ISNCC (2021)
Li Yang, Abdallah Shami
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams. CoRR (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities. CoRR (2021)
Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration. CoRR (2021)
Ibrahim Tamim, Anas Saci, Manar Jammal, Abdallah Shami
Downtime-Aware O-RAN VNF Deployment Strategy for Optimized Self-Healing in the O-Cloud. GLOBECOM (2021)
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
Concept Drift Detection in Federated Networked Systems. GLOBECOM (2021)
Li Yang, Abdallah Moubayed, Abdallah Shami
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles. CoRR (2021)
Cesar A. Gomez, Xianbin Wang, Abdallah Shami
Federated Intelligence for Active Queue Management in Inter-Domain Congestion. IEEE Access 9 (2021)

Abdallah Shami.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Abdallah Shami