611 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of OttawaCA11 papers
- Concordia UniversityCA3 papers
- University of WaterlooCA3 papers
- Ciena (United States)US2 papers
- Huawei Technologies (Canada)CA2 papers
- Terry Fox Research InstituteCA2 papers
- Alcatel-Lucent (United States)US1 paper
- Athens Information TechnologyGR1 paper
- BT Group (United Kingdom)GB1 paper
- Centre for Ultrahigh Bandwidth Devices for Optical SystemsAU1 paper
- Chalmers University of TechnologySE1 paper
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE1 paper
3 papers · 1 filter
Scalability Assurance in SFC provisioning via Distributed Design for Deep Reinforcement Learning
Murat Arda Onsu, Poonam Lohan, Burak Kantarci +1
High-quality Service Function Chaining (SFC) provisioning is provided by the timely execution of Virtual Network Functions (VNFs) in a defined sequence. Advanced Deep Reinforcement…
GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores
Murat Arda Onsu, Poonam Lohan, Burak Kantarci +1
Virtualization technology, Network Function Virtualization (NFV), gives flexibility to communication and 5G core network technologies for dynamic and efficient resource allocation…
ML KPI Prediction in 5G and B5G Networks
Nguyen Phuc Tran, Oscar Delgado, Brigitte Jaumard +1
Network operators are facing new challenges when meeting the needs of their customers. The challenges arise due to the rise of new services, such as HD video streaming, IoT, autono…