Muhammad Rehan Raza

Machine Learning Aided Orchestration in Multi-tenant Networks

Lena Wosinska, Paolo Monti, Carlos Natalino, 2018, 2018 IEEE Photonics Society Summer Topical Meeting Series (SUM).

Machine Learning based Routing of QoS Constrained Connectivity Services in Optical Networks

Lena Wosinska, Paolo Monti, Muhammad Rehan Raza, 2018 .

Demonstration of Resource Orchestration Using Big Data Analytics for Dynamic Slicing in 5G Networks

Lena Wosinska, Paolo Monti, Carlos Natalino, 2018, 2018 European Conference on Optical Communication (ECOC).

Machine Learning Methods for Slice Admission in 5G Networks

Lena Wosinska, Paolo Monti, Carlos Natalino, 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

Dynamic Resource Sharing for C-RANs with Joint Orchestration of Radio and Transport

Lena Wosinska, Paolo Monti, Matteo Fiorani, 2016 .

Reinforcement Learning for Slicing in a 5G Flexible RAN

Lena Wosinska, Paolo Monti, Carlos Natalino, 2019, Journal of Lightwave Technology.

Demonstration of dynamic resource sharing benefits in an optical C-RAN

Lena Wosinska, Paolo Monti, Matteo Fiorani, 2016, IEEE/OSA Journal of Optical Communications and Networking.

A Slice Admission Policy Based on Big Data Analytics for Multi-Tenant 5G Networks

Lena Wosinska, Paolo Monti, Ahmad Rostami, 2019, Journal of Lightwave Technology.

Orchestration Strategies for Slicing in 5G Networks: Design and Performance Evaluation

Muhammad Rehan Raza, M. Raza, 2018 .

An end-to-end programmable platform for dynamic service creation in 5G networks

Paolo Monti, Allan Vidal, Mateus A. S. Santos, 2017, 2017 Optical Fiber Communications Conference and Exhibition (OFC).

Dynamic slicing approach for multi-tenant 5G transport networks [invited]

Lena Wosinska, Paolo Monti, Matteo Fiorani, 2018, IEEE/OSA Journal of Optical Communications and Networking.