Lorenzo Maggi

Orcid: 0000-0003-3643-8349

According to our database1, Lorenzo Maggi authored at least 54 papers between 2012 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


To RL or not to RL? An Algorithmic Cheat-Sheet for AI-Based Radio Resource Management.
CoRR, 2024

PDCCH Scheduling via Maximum Independent Set.
CoRR, 2024

EMF Exposure Mitigation via MAC Scheduling.
CoRR, 2024

Smooth Actual EIRP Control for EMF Compliance with Minimum Traffic Guarantees.
CoRR, 2024

Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management.
IEEE Trans. Cogn. Commun. Netw., October, 2023

Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning.
CoRR, 2023

Tracking the Best Beam for a Mobile User via Bayesian Optimization.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Energy Savings under Performance Constraints via Carrier Shutdown with Bayesian Learning.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

Bayesian Optimization for Radio Resource Management: Open Loop Power Control.
IEEE J. Sel. Areas Commun., 2021

Learning Algorithms for Regenerative Stopping Problems with Applications to Shipping Consolidation in Logistics.
CoRR, 2021

Fog Orchestration meets Proactive Caching.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Anytime Backtrack Unimodal Bandits and Applications to Cloud Computing.
Proceedings of the 2020 IFIP Networking Conference, 2020

An optimal transmission strategy in zero-sum matrix games under intelligent jamming attacks.
Wirel. Networks, 2019

Online Detection of Stalling and Scrubbing in Adaptive Video Streaming.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Optimal Trunk-Reservation by Policy Learning.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Cooperative AI-based e2e Network Slice Scaling.
Proceedings of the IEEE INFOCOM 2019, 2019

Minimum Cost SDN Routing With Reconfiguration Frequency Constraints.
IEEE/ACM Trans. Netw., 2018

Domain clustering for inter-domain path computation speed-up.
Networks, 2018

Virtual function placement for service chaining with partial orders and anti-affinity rules.
Networks, 2018

Multi-Path Alpha-Fair Resource Allocation at Scale in Distributed Software-Defined Networks.
IEEE J. Sel. Areas Commun., 2018

Adapting caching to audience retention rate.
Comput. Commun., 2018

Blind, Adaptive and Robust Flow Segmentation in Datacenters.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Predicting QoE Factors with Machine Learning.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Lower Bounds for the Fair Resource Allocation Problem.
SIGMETRICS Perform. Evaluation Rev., 2017

Expected flooding time in continuous edge-Markovian graphs.
Perform. Evaluation, 2017

A Closed/Open-Loop cache update strategy by peeking into the future.
Comput. Commun., 2017

Quality-Aware DASH Video Caching Schemes at Mobile Edge.
Proceedings of the 29th International Teletraffic Congress, 2017

Real-Time Fair Resource Allocation in Distributed Software Defined Networks.
Proceedings of the 29th International Teletraffic Congress, 2017

Overlay routing for fast video transfers in CDN.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Reroute backward to better break deadlocks.
Proceedings of the 6th IEEE International Conference on Cloud Networking, 2017

Perform. Evaluation, 2016

Online and Global Network Optimization: Towards the Next-Generation of Routing Platforms.
CoRR, 2016

Online experts for admission control in SDN.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Admission control with online algorithms in SDN.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Dynamic control of flow reconfigurations in SDN.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Controlling flow reconfigurations in SDN.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

A big-data model for multi-modal public transportation with application to macroscopic control and optimisation.
Int. J. Control, 2015

Adapting Caching to Audience Retention Rate: Which Video Chunk to Store?
CoRR, 2015

Freeway Traffic Control Considering Capacity Drop Phenomena: Comparison of Different MPC Schemes.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

The Italian Coffee Queue: A dynamic priority discipline for multi-class queues.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

"Programming" Social Collective Intelligence.
IEEE Technol. Soc. Mag., 2014

Confidence Intervals for the Shapley-Shubik Power Index in Markovian Games.
Dyn. Games Appl., 2014

Not always sparse: Flooding time in partially connected mobile ad hoc networks.
Proceedings of the 12th International Symposium on Modeling and Optimization in Mobile, 2014

Coordination of epidemic control policies: A game theoretic perspective.
Proceedings of the 7th International Conference on NETwork Games, COntrol and OPtimization, 2014

Optimal open-loop control of online advertisement.
Proceedings of the 7th International Conference on NETwork Games, COntrol and OPtimization, 2014

Demo: Dial-a-Ride: a green shortest path algorithm.
Proceedings of the Fifteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2014

Cooperative online native advertisement: A game theoretical scheme leveraging on popularity dynamics.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

On the achievable rate in a D2D cognitive secondary network under jamming attacks.
Proceedings of the 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2014

Cooperative Markov decision processes: time consistency, greedy players satisfaction, and cooperation maintenance.
Int. J. Game Theory, 2013

Dynamic rate allocation in Markovian quasi-static multiple access channels: A game theoretic approach.
Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

Computational analysis of freeway traffic control based on a linearized prediction model.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Algorithms for uniform optimal strategies in two-player zero-sum stochastic games with perfect information.
Oper. Res. Lett., 2012

Retrospective interference alignment for interference channels with delayed feedback.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Slow fading channel selection: A restless multi-armed bandit formulation.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012