Francesco Malandrino

Orcid: 0000-0003-0458-2004

According to our database1, Francesco Malandrino authored at least 121 papers between 2009 and 2024.

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Bibliography

2024
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training.
IEEE/ACM Trans. Netw., April, 2024

Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems.
CoRR, 2024

Eavesdropping with Intelligent Reflective Surfaces: Near-Optimal Configuration Cycling.
CoRR, 2024

Dependable Distributed Training of Compressed Machine Learning Models.
CoRR, 2024

Cluster-then-Match: Efficient Management of Human-Centric, Cell-Less 6G Networks.
CoRR, 2024

2023
Efficient Distributed DNNs in the Mobile-Edge-Cloud Continuum.
IEEE/ACM Trans. Netw., August, 2023

Choose, Not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN.
IEEE Commun. Mag., April, 2023

Network Support for High-Performance Distributed Machine Learning.
IEEE/ACM Trans. Netw., February, 2023

Edge-Powered Assisted Driving For Connected Cars.
IEEE Trans. Mob. Comput., 2023

Virtual Service Embedding With Time-Varying Load and Provable Guarantees.
IEEE Trans. Cloud Comput., 2023

Matching DNN Compression and Cooperative Training with Resources and Data Availability.
Proceedings of the IEEE INFOCOM 2023, 2023

Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Invited Paper: Enhancing Privacy in Federated Learning via Early Exit.
Proceedings of the 5th workshop on Advanced tools, 2023

2022
Optimization of IRS-Aided Sub-THz Communications Under Practical Design Constraints.
IEEE Trans. Wirel. Commun., 2022

A Belief Propagation Solution for Beam Coordination in mmWave Vehicular Networks.
IEEE Trans. Wirel. Commun., 2022

KPI Guarantees in Network Slicing.
IEEE/ACM Trans. Netw., 2022

V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing.
IEEE Netw., 2022

Towards Proactive Moderation of Malicious Content via Bot Detection in Fringe Social Networks.
IEEE Control. Syst. Lett., 2022

Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum.
Proceedings of the 17th Wireless On-Demand Network Systems and Services Conference, 2022

Performance and EMF Exposure Trade-offs in Human-centric Cell-free Networks.
Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022

Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021
Active Learning With Noisy Labelers for Improving Classification Accuracy of Connected Vehicles.
IEEE Trans. Veh. Technol., 2021

Characterizing Delay and Control Traffic of the Cellular MME With IoT Support.
IEEE Trans. Mob. Comput., 2021

MmWave Beam Management in Urban Vehicular Networks.
IEEE Syst. J., 2021

Towards Node Liability in Federated Learning: Computational Cost and Network Overhead.
CoRR, 2021

When Meta-Surfaces Meet Users: Optimization of Smart Radio Environments in 6G Sub-THz Communications.
CoRR, 2021

Scheduling of emergency tasks for multiservice UAVs in post-disaster scenarios.
Comput. Networks, 2021

Dynamic VNF placement, resource allocation and traffic routing in 5G.
Comput. Networks, 2021

Toward Node Liability in Federated Learning: Computational Cost and Network Overhead.
IEEE Commun. Mag., 2021

Federated Learning at the Network Edge: When Not All Nodes Are Created Equal.
IEEE Commun. Mag., 2021

Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense Strategies.
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

2020
Edge-Based Collision Avoidance for Vehicles and Vulnerable Users: An Architecture Based on MEC.
IEEE Veh. Technol. Mag., 2020

From Megabits to CPU Ticks: Enriching a Demand Trace in the Age of MEC.
IEEE Trans. Big Data, 2020

Graph-based model for beam management in Mmwave vehicular networks.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

OKpi: All-KPI Network Slicing Through Efficient Resource Allocation.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Active Learning-based Classification in Automated Connected Vehicles.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Meta-Surface Optimization in 6G Sub-THz Communications.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

An Edge-powered Approach to Assisted Driving.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Reducing Service Deployment Cost Through VNF Sharing.
IEEE/ACM Trans. Netw., 2019

An Optimization-Enhanced MANO for Energy-Efficient 5G Networks.
IEEE/ACM Trans. Netw., 2019

VNF Placement and Resource Allocation for the Support of Vertical Services in 5G Networks.
IEEE/ACM Trans. Netw., 2019

MEC-based Collision Avoidance for Vehicles and Vulnerable Users.
CoRR, 2019

Towards Failure Resiliency in 5G: Service Shifting.
CoRR, 2019

Service Shifting: A Paradigm for Service Resilience in 5G.
IEEE Commun. Mag., 2019

Algorithms for the design of 5G networks with VNF-based Reusable Functional Blocks.
Ann. des Télécommunications, 2019

Planning UAV activities for efficient user coverage in disaster areas.
Ad Hoc Networks, 2019

Getting the Most Out of Your VNFs: Flexible Assignment of Service Priorities in 5G.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

mmWave in Vehicular Networks: Leveraging Traffic Signals for Beam Design.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

5G Traffic Forecasting: If Verticals and Mobile Operators Cooperate.
Proceedings of the 15th IEEE/IFIP Wireless On-demand Network systems and Services Conference , 2019

Multiservice UAVs for Emergency Tasks in Post-disaster Scenarios.
Proceedings of the ACM MobiHoc workshop on innovative aerial communication solutions for FIrst REsponders network in emergency scenarios, 2019

Optimal Throughput Management in UAV-based Networks during Disasters.
Proceedings of the IEEE INFOCOM 2019, 2019

2018
Cellular Network Traces Towards 5G: Usage, Analysis and Generation.
IEEE Trans. Mob. Comput., 2018

Scheduling Advertisement Delivery in Vehicular Networks.
IEEE Trans. Mob. Comput., 2018

Assembling and Using a Cellular Dataset for Mobile Network Analysis and Planning.
IEEE Trans. Big Data, 2018

Characterizing the power cost of virtualization environments.
Trans. Emerg. Telecommun. Technol., 2018

Mining the Air - for Research in Social Science and Networking Measurement.
CoRR, 2018

Virtualization-based evaluation of backhaul performance in vehicular applications.
Comput. Networks, 2018

Performance Analysis of C-V2I-Based Automotive Collision Avoidance.
Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Optimization-in-the-Loop for Energy-Efficient 5G.
Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Present-day verticals and where to find them: A data-driven study on the transition to 5G.
Proceedings of the 14th Annual Conference on Wireless On-demand Network Systems and Services, 2018

Resource Orchestration of 5G Transport Networks for Vertical Industries.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

Assessing the Power Cost of Virtualization Through Real-world Workloads.
Proceedings of the 2018 IEEE International Symposium on Local and Metropolitan Area Networks, 2018

Joint VNF Placement and CPU Allocation in 5G.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

On the Impact of IoT Traffic on the Cellular EPC.
Proceedings of the IEEE Global Communications Conference, 2018

A Framework for Orchestration and Federation of 5G Services in a Multi-Domain Scenario.
Proceedings of the EM-5G'18: Proceedings of the Workshop on Experimentation and Measurements in 5G, 2018

2017
Advertisement Delivery and Display in Vehicular Networks: Using V2V Communications for Targeted Ads.
IEEE Veh. Technol. Mag., 2017

The impact of vehicular traffic demand on 5G caching architectures: A data-driven study.
Veh. Commun., 2017

Sensitivity Analysis on Service-Driven Network Planning.
IEEE/ACM Trans. Netw., 2017

Mobile operators and content providers in next-generation SDN/NFV core networks: Between cooperation and competition.
Comput. Networks, 2017

Area formation and content assignment for LTE broadcasting.
Comput. Networks, 2017

Understanding the present and future of cellular networks through crowdsourced traces.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Poster: A simulation-based testbed for vehicular collision detection.
Proceedings of the 2017 IEEE Vehicular Networking Conference, 2017

Characterizing Docker Overhead in Mobile Edge Computing Scenarios.
Proceedings of the Workshop on Hot Topics in Container Networking and Networked Systems, 2017

An economic analysis of 5G Superfluid networks.
Proceedings of the 18th IEEE International Conference on High Performance Switching and Routing, 2017

Quantifying and minimizing the impact of disasters on wireless communications.
Proceedings of the First CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief, 2017

Energy Consumption Measurements in Docker.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016
Minimizing Peak Load from Information Cascades: Social Networks Meet Cellular Networks.
IEEE Trans. Mob. Comput., 2016

Cognitive Radio Algorithms Coexisting in a Network: Performance and Parameter Sensitivity.
IEEE Trans. Cogn. Commun. Netw., 2016

How Close to the Edge? Delay/utilization tradeoffs in MEC.
CoRR, 2016

What is LTE actually used for? An answer through multi-operator, crowd-sourced measurement.
CoRR, 2016

Effective Selection of Targeted Advertisements for Vehicular Users.
Proceedings of the 19th ACM International Conference on Modeling, 2016

The price of fog: a data-driven study on caching architectures in vehicular networks.
Proceedings of the First International Workshop on Internet of Vehicles and Vehicles of Internet, 2016

Coopetition between network operators and content providers in SDN/NFV core networks.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Incentives for infrastructure deployment by over-the-top service providers in a mobile network: A cooperative game theory model.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

How Close to the Edge?: Delay/Utilization Trends in MEC.
Proceedings of the 2016 ACM Workshop on Cloud-Assisted Networking, 2016

2015
Content Sharing in Mobile Networks with Infrastructure: Planning and Management.
PhD thesis, 2015

Interference-Aware Downlink and Uplink Resource Allocation in HetNets With D2D Support.
IEEE Trans. Wirel. Commun., 2015

A Holistic View of ITS-Enhanced Charging Markets.
IEEE Trans. Intell. Transp. Syst., 2015

A Sharing- and Competition-Aware Framework for Cellular Network Evolution Planning.
IEEE Trans. Cogn. Commun. Netw., 2015

A game-theory analysis of charging stations selection by EV drivers.
Perform. Evaluation, 2015

Ownership-Aware Software-Defined Backhauls in Next-Generation Cellular Networks.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Advertisement Delivery and Display in Vehicular Networks.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Efficient area formation for LTE broadcasting.
Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

Infrastructure and spectrum sharing trade-offs in mobile networks.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2015

2014
The Role of Parked Cars in Content Downloading for Vehicular Networks.
IEEE Trans. Veh. Technol., 2014

Content Download in Vehicular Networks in Presence of Noisy Mobility Prediction.
IEEE Trans. Mob. Comput., 2014

Verification and Inference of Positions in Vehicular Networks throughAnonymous Beaconing.
IEEE Trans. Mob. Comput., 2014

Toward D2D-enhanced heterogeneous networks.
IEEE Commun. Mag., 2014

LTE offloading: When 3GPP policies are just enough.
Proceedings of the 11th Annual Conference on Wireless On-demand Network Systems and Services, 2014

Uplink and downlink resource allocation in D2D-enabled heterogeneous networks.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

Mobile network sharing between operators: a demand trace-driven study.
Proceedings of the 2014 ACM SIGCOMM workshop on Capacity sharing workshop, 2014

Real-Time Scheduling for Content Broadcasting in LTE.
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Fast resource scheduling in HetNets with D2D support.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013
Discovery and provision of content in vehicular networks.
Wirel. Commun. Mob. Comput., 2013

Optimal Content Downloading in Vehicular Networks.
IEEE Trans. Mob. Comput., 2013

Offloading Floating Car Data.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Where to get a charged EV battery: A route to follow as if it were your own advice.
Proceedings of the 5th IEEE International Symposium on Wireless Vehicular Communications, 2013

A Fix-and-Relax Model for Heterogeneous LTE-Based Networks.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

The role of ITS in charging opportunities for EVs.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

A-VIP: Anonymous verification and inference of positions in vehicular networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
Content Discovery and Caching in Mobile Networks with Infrastructure.
IEEE Trans. Computers, 2012

Non-cooperative RSU deployment in vehicular networks.
Proceedings of the 9th Annual Conference on Wireless On-demand Network Systems and Services, 2012

Offloading cellular networks through ITS content download.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Content downloading in vehicular networks: Bringing parked cars into the picture.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

A game-theoretic approach to EV driver assistance through ITS.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

Proactive seeding for information cascades in cellular networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Optimal deployment of charging stations for electric vehicular networks.
Proceedings of the first workshop on Urban networking, 2012

2011
Content downloading in vehicular networks: What really matters.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
Discovery and provision of content in mobile networks with infrastructure support.
Proceedings of the 3rd IFIP Wireless Days Conference 2010, 2010

Content discovery and caching in mobile networks.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

2009
Pub/sub content sharing for mobile networks format.
Proceedings of the 10th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2009


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