Ilaria Malanchini

Orcid: 0000-0003-4509-1420

According to our database1, Ilaria Malanchini authored at least 45 papers between 2008 and 2023.

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Bibliography

2023
Convergence of Manufacturing and Networking in Future Factories.
CoRR, 2023

Leveraging Transfer Learning for Production-Aware Slicing in Industrial Networks.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

2022
Strategic Network Slicing Management in Radio Access Networks.
IEEE Trans. Mob. Comput., 2022

A Learning Approach for Production-Aware 5G Slicing in Private Industrial Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Dynamic Pricing for Tenants in an Automated Slicing Marketplace.
Proceedings of the Game Theory for Networks, 2022

2021
Leveraging Machine Learning for Industrial Wireless Communications.
CoRR, 2021

Anticipating Mobile Radio Networks Key Performance Indicators with Transfer Learning.
Proceedings of the 16th Annual Conference on Wireless On-demand Network Systems and Services Conference, 2021

2020
Transfer Learning for Tilt-Dependent Radio Map Prediction.
IEEE Trans. Cogn. Commun. Netw., 2020

Transfer Learning for Multi-Step Resource Utilization Prediction.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019
On the Benefits of Network-Level Cooperation in Millimeter-Wave Communications.
IEEE Trans. Wirel. Commun., 2019

Dynamic Resource Trading in Sliced Mobile Networks.
IEEE Trans. Netw. Serv. Manag., 2019

Strategies for Network Slicing Negotiation in a Dynamic Resource Market.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Transfer Learning for Channel Quality Prediction.
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019

Anticipatory Resource Allocation and Trading in a Sliced Network.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Quantifying the Gain of Dynamic Network Slicing under Stringent Constraints.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Slice-Aware Capacity Expansion Strategies in Multi-Tenant Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Maximum throughput scheduling for multi-connectivity in millimeter-wave networks.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Minimizing the Impact of Prediction Errors during Anticipatory Resource Allocation.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Throughput Analysis for Relay-Assisted Millimeter-Wave Wireless Networks.
Proceedings of the IEEE Globecom Workshops, 2018

Enabling Dynamic Resource Sharing for Slice Customization in 5G Networks.
Proceedings of the IEEE Global Communications Conference, 2018

2017
A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques.
IEEE Commun. Surv. Tutorials, 2017

Beam based stochastic model of the coverage probability in 5G millimeter wave systems.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Making the case for dynamic wireless infrastructure sharing: A techno-economic game.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Dynamic resource allocation and pricing for shared radio access infrastructure.
Proceedings of the IEEE International Conference on Communications, 2017

Service-Aware Network Slice Trading in a Shared Multi-Tenant Infrastructure.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Making the case for a real-time market of wireless resources with dynamic network slicing and sharing.
Proceedings of the 22nd IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2017

2016
Anticipatory Networking in Future Generation Mobile Networks: a Survey.
CoRR, 2016

Wireless resource sharing for multiple operators: Generalization, fairness, and the value of prediction.
Comput. Networks, 2016

Reliability in future radio access networks: From linguistic to quantitative definitions.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

2015
Stochastic characterization of the spectrum sharing game in ad-hoc networks.
Comput. Networks, 2015

How Operators Can Differentiate through Policies When Sharing Small Cells.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Anticipatory Admission Control and Resource Allocation for Media Streaming in Mobile Networks.
Proceedings of the 18th ACM International Conference on Modeling, 2015

2014
An analysis of generalized resource sharing for multiple operators in cellular networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Generalized resource sharing for multiple operators in cellular wireless networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

2013
Network Selection and Resource Allocation Games for Wireless Access Networks.
IEEE Trans. Mob. Comput., 2013

Competitive spectrum sharing in cognitive radio networks: A queuing theory based analysis.
Proceedings of the First International Black Sea Conference on Communications and Networking, 2013

2012
Game theoretic models for resource sharing in wireless networks.
PhD thesis, 2012

A game theoretical study of access point association in wireless mesh networks.
Comput. Commun., 2012

Stochastic characterization of the two band two player spectrum sharing game.
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

2010
On access point association in wireless mesh networks.
Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

Nash equilibria for spectrum sharing of two bands among two players.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
On Spectrum Selection Games in Cognitive Radio Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
Game theoretic analysis of wireless access network selection: models, inefficiency bounds, and algorithms.
Proceedings of the 3rd International ICST Conference on Performance Evaluation Methodologies and Tools, 2008

Modelling network selection and resource allocation in wireless access networks with non-cooperative games.
Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008


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