Omran Ayoub

Orcid: 0000-0002-3884-3594

According to our database¹, Omran Ayoub authored at least 67 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

ASAP Hardware Failure-Cause Identification in Microwave Networks Using Venn-Abers Predictors.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., October, 2024

Routing, Channel, Key-Rate, and Time-Slot Assignment for QKD in Optical Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., February, 2024

Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures.

[BibT_eX]

[DOI]

CoRR, 2024

Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations.

[BibT_eX]

[DOI]

Fatima Ezzeddine

Omran Ayoub

Silvia Giordano

CoRR, 2024

Differential Privacy for Anomaly Detection: Analyzing the Trade-Off Between Privacy and Explainability.

[BibT_eX]

[DOI]

Proceedings of the Explainable Artificial Intelligence, 2024

Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Optical Network Design and Modeling, 2024

Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection.

[BibT_eX]

[DOI]

José Alberto Hernández

David Larrabeiti

Omran Ayoub

Proceedings of the International Conference on Optical Network Design and Modeling, 2024

Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case.

[BibT_eX]

[DOI]

Omran Ayoub

Carlos Natalino

Paolo Monti

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare.

[BibT_eX]

[DOI]

Elisa Rubegni

Omran Ayoub

Stefania Maria Rita Rizzo

Proceedings of the Artificial Intelligence in HCI, 2024

2023

Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls.

[BibT_eX]

[DOI]

EPJ Data Sci., December, 2023

IC-QKD: An Information-Centric Quantum Key Distribution Network.

[BibT_eX]

[DOI]

IEEE Commun. Mag., December, 2023

Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards.

[BibT_eX]

[DOI]

Ann. des Télécommunications, June, 2023

Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation.

[BibT_eX]

[DOI]

JOCN, 2023

ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text.

[BibT_eX]

[DOI]

Sandra Mitrovic

Davide Andreoletti

Omran Ayoub

CoRR, 2023

SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations.

[BibT_eX]

[DOI]

Proceedings of the Explainable Artificial Intelligence, 2023

ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023

Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023

Using SHAP Values to Validate Model's Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on the Design of Reliable Communication Networks, 2023

2022

Progressive Slice Recovery With Guaranteed Slice Connectivity After Massive Failures.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2022

Survivable Virtual Network Mapping With Fiber Tree Establishment in Filterless Optical Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Tutorial on filterless optical networks [Invited].

[BibT_eX]

[DOI]

JOCN, 2022

How "troll" are you? Measuring and detecting troll behavior in online social networks.

[BibT_eX]

[DOI]

CoRR, 2022

Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks.

[BibT_eX]

[DOI]

Comput. Networks, 2022

The Disinformation Dozen: An Exploratory Analysis of Covid-19 Disinformation Proliferation on Twitter.

[BibT_eX]

[DOI]

Gianluca Nogara

Padinjaredath Suresh Vishnuprasad

Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Federated-Learning-Assisted Failure-Cause Identification in Microwave Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Resilient Networks Design and Modeling, 2022

If Not Here, There. Explaining Machine Learning Models for Fault Localization in Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Optical Network Design and Modeling, 2022

On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Availability Evaluation of Service Function Chains Under Different Protection Schemes.

[BibT_eX]

[DOI]

Jean-Pierre H. Asdikian

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th Conference on Innovation in Clouds, Internet and Networks, 2022

Joint Routing, Channel, and Key-Rate Assignment for Resource-Efficient QKD Networking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Sensor and Feature Selection for Lightweight Emotion Recognition on Resource-Constrained Smartwatches.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks.

[BibT_eX]

[DOI]

Massimiliano Capacchione

IEEE Trans. Netw. Serv. Manag., 2021

Online Virtual Machine Evacuation for Disaster Resilience in Inter-Data Center Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

QoT-Aware Optical Amplifier Placement in Filterless Metro Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

Network-Based Contact Tracing for Detection of Covid-19 Contagions: A Privacy-Preserving Approach.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2021

Optical Metro Network Design with Low Cost of Equipment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Optical Network Design and Modeling, 2021

Protection Strategies for Dynamic VNF Placement and Service Chaining.

[BibT_eX]

[DOI]

Leila Askari

Mohammadhassan Tamizi

Omran Ayoub

Massimo Tornatore

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Strategies for Dedicated Path Protection in Filterless Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Quantifying Resource Savings from Low-Margin Design in Optical Networks with Probabilistic Constellation Shaping.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communication, 2021

Survivable Virtual Network Mapping against Double-Link Failures Based on Virtual Network Capacity Sharing.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Alert-Based Network Reconfiguration and Data Evacuation.

[BibT_eX]

[DOI]

Rafael B. R. Lourenço

Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020

Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

On Dynamic Service Chaining in Filterless Optical Metro-Aggregation Networks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deferred Protection of Deadline-Driven Requests in Inter-Datacenter Elastic Optical Networks.

[BibT_eX]

[DOI]

Gustavo B. Figueiredo

Massimo Tornatore

Biswanath Mukherjee

Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020

Survivable Virtual Network Mapping in Filterless Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020

Exploiting DPDK in Containerized Environment with Unsupported Hardware.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2020

Dynamic DU/CU Placement for 3-layer C-RANs in Optical Metro-Access Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Traffic-Adaptive Re-Configuration of Programmable Filterless Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Virtual Network Mapping vs Embedding with Link Protection in Filterless Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Towards explainable artificial intelligence for network function virtualization.

[BibT_eX]

[DOI]

Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

2019

Resource management and planning in cloud-enabled optical metro-area networks.

[BibT_eX]

[DOI]

Omran Ayoub

PhD thesis, 2019

Energy-Efficient Video-On-Demand Content Caching and Distribution in Metro Area Networks.

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2019

Latency-Aware CU Placement/Handover in Dynamic WDM Access-Aggregation Networks.

[BibT_eX]

[DOI]

JOCN, 2019

A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Privacy-Preserving Caching in ISP Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on High Performance Switching and Routing, 2019

Efficient Online Virtual Machines Migration for Alert-Based Disaster Resilience.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on the Design of Reliable Communication Networks, 2019

2018

Survivable BBU Placement for C-RAN over Optical Aggregation Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Filterless and Semi-Filterless Solutions in a Metro-HAUL Network Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Optimal Cache Deployment for Video-an-Demand Delivery in Optical Metro-Area Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

2017

Efficient Routing and Bandwidth Assignment for Inter-Data-Center Live Virtual-Machine Migrations.

[BibT_eX]

[DOI]

JOCN, 2017

Techno-Economic Evaluation of CDN Deployments in Metropolitan Area Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Networking and Network Applications, 2017

2016

Dynamic Routing and Bandwidth Assignment for live Virtual Machines migrations.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Optical Network Design and Modeling, 2016

Strategies for effective converged control of LTE and Wi-Fi networks.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE Latin-American Conference on Communications, 2016

2015

Energy-efficient caching for Video-on-Demand in Fixed-Mobile Convergent networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Online Conference on Green Communications, 2015

Omran Ayoub

Timeline

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