User Publications
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
IEEE Network. 10.1109/MNET.001.2000047. Volume 34 , IEEE. December 2020
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
Network Slicing Meets Artificial Intelligence: an AI-based Framework for Slice Management
IEEE Communications Magazine. 10.1109/MCOM.001.1900653. Volume 58 , June 2020
A Machine Learning approach to 5G Infrastructure Market optimization
IEEE Transactions on Mobile Computing. DOI: 10.1109/TMC.2019.2896950. Volume 19 , IEEE Communications Society. ISSN: 1536-1233. March 2020
DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-based Capacity Forecasting
IEEE Journal on Selected Areas in Communications. DOI: 10.1109/JSAC.2019.2959245. Volume 38 , IEEE. ISSN: 0733-8716. February 2020
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning
The 38th IEEE International Conference on Computer Communications (IEEE INFOCOM 2019). Paris, France. April 2019
α-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration
The 2nd International Workshop on Network Intelligence (NI 2019), in conjunction with the 38th IEEE International Conference on Computer Communications (IEEE INFOCOM 2019). Paris, France. April 2019
CARES: Computation-aware Scheduling in Virtualized Radio Access Networks
IEEE Transactions on Wireless Communications. DOI: 10.1109/TWC.2018.2873324. Volume 17 , IEEE. ISSN: 1536-1276. December 2018
The path towards a cloud-aware mobile network protocol stack
Transactions on Emerging Telecommunications Technologies. https://doi.org/10.1002/ett.3312. Volume 25 , John Wiley & Sons, Ltd. ISSN: 2161-3915. May 2018
Network Slicing via Function Decomposition and Flexible Network Design
The 28th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2017). Montreal, QC, Canada. October 2017
Toward the network of the future: From enabling technologies to 5G concepts
Transactions on Emerging Telecommunications Technologies. DOI: 10.1002/ett.3205. Volume 28 , John Wiley & Sons, Ltd. ISSN: 2161-3915. August 2017
Network Slicing to Enable Scalability and Flexibility in 5G Mobile Networks
IEEE Communications Magazine. DOI: 10.1109/MCOM.2017.1600920. Volume 55 , IEEE Communications Society. ISSN: 0163-6804. May 2017
Optimising 5G Infrastructure Markets: The Business of Network Slicing
The 36th IEEE International Conference on Computer Communications (IEEE INFOCOM 2017). Atlanta, GA, USA. May 2017
Mobile Traffic Forecasting for Maximizing 5G Network resource Utilization
The 36th IEEE International Conference on Computer Communications (IEEE INFOCOM 2017). Atlanta, GA, USA. May 2017