Ilaria Malanchini

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 38

Top Topics

Millimeter Wave

Transfer Learning

Wireless Networks

Resource Sharing

Top Venues

Publications

Ilaria Malanchini, Nicola Michailow, Patrick Agostini, Janne Ali-Tolppa, David Hock, Martin Kasparick, Alessandro Lieto, Nikolaj Marchenko, Alberto Martinez Alba, Rastin Pries, Qiuheng Zhou
Convergence of Manufacturing and Networking in Future Factories. CoRR (2023)
Naveenta Gautam, Alessandro Lieto, Ilaria Malanchini, Qi Liao
Leveraging Transfer Learning for Production-Aware Slicing in Industrial Networks. VTC2023-Spring (2023)
Alessandro Lieto, Ilaria Malanchini, Silvio Mandelli, Antonio Capone
Dynamic Pricing for Tenants in an Automated Slicing Marketplace. GAMENETS (2022)
Alessandro Lieto, Ilaria Malanchini, Silvio Mandelli, Eugenio Moro, Antonio Capone
Strategic Network Slicing Management in Radio Access Networks. IEEE Trans. Mob. Comput. 21 (4) (2022)
Marco Zambianco, Alessandro Lieto, Ilaria Malanchini, Giacomo Verticale
A Learning Approach for Production-Aware 5G Slicing in Private Industrial Networks. ICC (2022)
Ilaria Malanchini, Patrick Agostini, Khurshid Alam, Michael Baumgart, Martin Kasparick, Qi Liao, Fabian Lipp, Nikolaj Marchenko, Nicola Michailow, Rastin Pries, Hans D. Schotten, Slawomir Stanczak, Stanislaw Strzyz
Leveraging Machine Learning for Industrial Wireless Communications. CoRR (2021)
Claudia Parera, Alessandro E. C. Redondi, Matteo Cesana, Qi Liao, Ilaria Malanchini
Anticipating Mobile Radio Networks Key Performance Indicators with Transfer Learning. WONS (2021)
Claudia Parera, Qi Liao, Ilaria Malanchini, Dan Wellington, Alessandro E. C. Redondi, Matteo Cesana
Transfer Learning for Multi-Step Resource Utilization Prediction. PIMRC (2020)
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan
Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios. CoRR (2020)
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan
Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios. ICC (2020)
Claudia Parera, Qi Liao, Ilaria Malanchini, Cristian Tatino, Alessandro E. C. Redondi, Matteo Cesana
Transfer Learning for Tilt-Dependent Radio Map Prediction. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Ozgur Umut Akgul, Ilaria Malanchini, Antonio Capone
Dynamic Resource Trading in Sliced Mobile Networks. IEEE Trans. Netw. Serv. Manag. 16 (1) (2019)
Claudia Parera, Alessandro Redondi, Matteo Cesana, Qi Liao, Ilaria Malanchini
Transfer Learning for Channel Quality Prediction. M&N (2019)
Alessandro Lieto, Eugenio Moro, Ilaria Malanchini, Silvio Mandelli, Antonio Capone
Strategies for Network Slicing Negotiation in a Dynamic Resource Market. WOWMOM (2019)
Alessandro Lieto, Ilaria Malanchini, Anwar Walid, Antonio Capone
Quantifying the Gain of Dynamic Network Slicing under Stringent Constraints. GLOBECOM (2019)
Ozgur Umut Akgul, Ilaria Malanchini, Antonio Capone
Anticipatory Resource Allocation and Trading in a Sliced Network. ICC (2019)
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan
On the Benefits of Network-Level Cooperation in Millimeter-Wave Communications. IEEE Trans. Wirel. Commun. 18 (9) (2019)
Ozgur Umut Akgul, Ilaria Malanchini, Antonio Capone
Slice-Aware Capacity Expansion Strategies in Multi-Tenant Networks. GLOBECOM (2019)
Ilaria Malanchini, Vinay Suryaprakash
Minimizing the Impact of Prediction Errors during Anticipatory Resource Allocation. VTC Spring (2018)
Cristian Tatino, Ilaria Malanchini, Nikolaos Pappas, Di Yuan
Maximum Throughput Scheduling for Multi-connectivity in Millimeter-Wave Networks. CoRR (2018)
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan
On the Benefits of Network-Level Cooperation in Millimeter-Wave Communications. CoRR (2018)
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan
Throughput Analysis for Relay-Assisted Millimeter-Wave Wireless Networks. CoRR (2018)
Cristian Tatino, Ilaria Malanchini, Nikolaos Pappas, Di Yuan
Maximum throughput scheduling for multi-connectivity in millimeter-wave networks. WiOpt (2018)
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan
Throughput Analysis for Relay-Assisted Millimeter-Wave Wireless Networks. GLOBECOM Workshops (2018)
Alessandro Lieto, Ilaria Malanchini, Antonio Capone
Enabling Dynamic Resource Sharing for Slice Customization in 5G Networks. GLOBECOM (2018)
Cristian Tatino, Ilaria Malanchini, Danish Aziz, Di Yuan
Beam Based Stochastic Model of the Coverage Probability in 5G Millimeter Wave Systems. CoRR (2017)
Özgür Umut Akgül, Ilaria Malanchini, Vinay Suryaprakash, Antonio Capone
Service-Aware Network Slice Trading in a Shared Multi-Tenant Infrastructure. GLOBECOM (2017)
Ozgur Umut Akgul, Ilaria Malanchini, Vinay Suryaprakash, Antonio Capone
Dynamic resource allocation and pricing for shared radio access infrastructure. ICC (2017)
Alessandro Lieto, Ilaria Malanchini, Vinay Suryaprakash, Antonio Capone
Making the case for dynamic wireless infrastructure sharing: A techno-economic game. WiOpt (2017)
Antonio Capone, Matteo Cesana, Ilaria Malanchini, Vinay Suryaprakash
Making the case for a real-time market of wireless resources with dynamic network slicing and sharing. CAMAD (2017)
Cristian Tatino, Ilaria Malanchini, Danish Aziz, Di Yuan
Beam based stochastic model of the coverage probability in 5G millimeter wave systems. WiOpt (2017)
Nicola Bui, Matteo Cesana, S. Amir Hosseini, Qi Liao, Ilaria Malanchini, Joerg Widmer
A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques. IEEE Commun. Surv. Tutorials 19 (3) (2017)
Vinay Suryaprakash, Ilaria Malanchini
Reliability in future radio access networks: From linguistic to quantitative definitions. IWQoS (2016)
Ilaria Malanchini, Stefan Valentin, Osman Aydin
Wireless resource sharing for multiple operators: Generalization, fairness, and the value of prediction. Comput. Networks 100 (2016)
Nicola Bui, Matteo Cesana, S. Amir Hosseini, Qi Liao, Ilaria Malanchini, Joerg Widmer
Anticipatory Networking in Future Generation Mobile Networks: a Survey. CoRR (2016)
Ilaria Malanchini, Markus Gruber
How Operators Can Differentiate through Policies When Sharing Small Cells. VTC Spring (2015)
Nicola Bui, Ilaria Malanchini, Joerg Widmer
Anticipatory Admission Control and Resource Allocation for Media Streaming in Mobile Networks. MSWiM (2015)
Ilaria Malanchini, Steven Weber, Matteo Cesana
Stochastic characterization of the spectrum sharing game in ad-hoc networks. Comput. Networks 81 (2015)
Ilaria Malanchini, Stefan Valentin, Osman Aydin
Generalized resource sharing for multiple operators in cellular wireless networks. IWCMC (2014)
Ilaria Malanchini, Stefan Valentin, Osman Aydin
An analysis of generalized resource sharing for multiple operators in cellular networks. PIMRC (2014)
Ilaria Malanchini, Matteo Cesana, Nicola Gatti
Network Selection and Resource Allocation Games for Wireless Access Networks. IEEE Trans. Mob. Comput. 12 (12) (2013)
Ilario Filippini, Matteo Cesana, Ilaria Malanchini
Competitive spectrum sharing in cognitive radio networks: A queuing theory based analysis. BlackSeaCom (2013)
Ilaria Malanchini, Steven Weber, Matteo Cesana
Stochastic characterization of the two band two player spectrum sharing game. WiOpt (2012)
A. Argento, Matteo Cesana, Nicola Gatti, Ilaria Malanchini
A game theoretical study of access point association in wireless mesh networks. Comput. Commun. 35 (5) (2012)
Ilaria Malanchini, Steven Weber, Matteo Cesana
Nash equilibria for spectrum sharing of two bands among two players. Allerton (2010)
A. Argento, Matteo Cesana, Ilaria Malanchini
On access point association in wireless mesh networks. WOWMOM (2010)
Ilaria Malanchini, Matteo Cesana, Nicola Gatti
On Spectrum Selection Games in Cognitive Radio Networks. GLOBECOM (2009)
Matteo Cesana, Nicola Gatti, Ilaria Malanchini
Game theoretic analysis of wireless access network selection: models, inefficiency bounds, and algorithms. VALUETOOLS (2008)
Matteo Cesana, Ilaria Malanchini, Antonio Capone
Modelling network selection and resource allocation in wireless access networks with non-cooperative games. MASS (2008)