User Publications
Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks
IEEE International Conference on Sensing, Communication and Networking (SECON 2021). July 2021
Energy-Efficient Orchestration of Metro-Scale 5G Radio Access Networks
The 40th IEEE International Conference on Computer Communications (IEEE INFOCOM 2021). Online. May 2021
GLOVE: towards privacy-preserving publishing of record-level-truthful mobile phone trajectories
ACM/IMS Transactions on Data Science. March 2021
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting
The 35th AAAI Conference on Artificial Intelligence (AAAI 2021). Online (previously Vancouver, Canada). February 2021
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
Microscope: Mobile Service Traffic Decomposition for Network Slicing as a Service
The 26th Annual International Conference on Mobile Computing and Networking (MobiCom 2020). Online (previously London, United Kingdom). September 2020
Privacy in trajectory micro-data publishing: a survey
Transactions on Data Privacy. Volume 13 , August 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
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis
The 18th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2020). Arona, Italy. June 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
Will the Proliferation of 5G Base Stations Increase the Radio-Frequency "Pollution"?
IEEE 91st Vehicular Technology Conference (VTC2020-Spring). Antwerp, Belgium. May 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
Resource Sharing Efficiency in Network Slicing
IEEE Transactions on Network and Service Management. DOI: 10.1109/TNSM.2019.2923265. Volume 16 , IEEE Communications Society. ISSN: 1932-4537. September 2019
Towards mobile radio access infrastructures for mobile users
Ad Hoc Networks. https://doi.org/10.1016/j.adhoc.2019.03.007. Elsevier. ISSN: 1570-8705. June 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
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
Mobile Small Cells for Adaptive RAN Densification: Preliminary Throughput Results
The 17th IEEE Wireless Communications and Networking Conference (IEEE WCNC 2019). Marrakech, Morocco. April 2019
How should I slice my network? A multi-service empirical evaluation of resource sharing efficiency
The 24th Annual International Conference on Mobile Computing and Networking (MobiCom 2018). New Delhi, India. October 2018
Adaptive densification of mobile networks: Exploring correlations in vehicular and telecom traffic
The 17th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net 2018). Capri, Italy. June 2018
Not All Apps Are Created Equal: Analysis of Spatiotemporal Heterogeneity in Nationwide Mobile Service Usage
The 13th International Conference on emerging Networking EXperiments and Technologies (ACM CoNEXT 2017). Seoul, South Korea. December 2017