Marco Fiore

Orcid: 0000-0002-0772-9967

According to our database1, Marco Fiore authored at least 168 papers between 2005 and 2023.

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Bibliography

2023
Full Network Sensing: Architecting 6G Beyond Communications.
IEEE Netw., 2023

The NetMob23 Dataset: A High-resolution Multi-region Service-level Mobile Data Traffic Cartography.
CoRR, 2023

A context-aware multiple Blockchain architecture for managing low memory devices.
CoRR, 2023

Blockchain for smart cities improvement: an architecture proposal.
CoRR, 2023

DuctiLoc: Energy-Efficient Location Sampling With Configurable Accuracy.
IEEE Access, 2023

Blockchain Technology to Support Agri-Food Supply Chains: A Comprehensive Review.
IEEE Access, 2023

Forecasting Network Traffic: A Survey and Tutorial With Open-Source Comparative Evaluation.
IEEE Access, 2023

France Through the Lens of Mobile Traffic Data.
Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023

Blockchain-based Food Traceability System for Apulian Marketplace: Enhancing Transparency and Accountability in the Food Supply Chain (S).
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Showcasing In-Switch Machine Learning Inference.
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Development of a Metaverse Platform for Tourism Promotion in Apulia.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023

Fast Detection of Cyberattacks on the Metaverse through User-plane Inference.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023

Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens.
Proceedings of the IEEE INFOCOM 2023, 2023

Demonstrating Flow-Level In-Switch Inference.
Proceedings of the IEEE INFOCOM 2023, 2023

AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts.
Proceedings of the IEEE INFOCOM 2023, 2023

Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests.
Proceedings of the IEEE INFOCOM 2023, 2023

Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements.
Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

Characterizing Mobile Service Demands at Indoor Cellular Networks.
Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

ETHER: Energy- and Cost-Efficient Framework for Seamless Connectivity over the Integrated Terrestrial and Non-terrestrial 6G Networks.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Orchestration Procedures for the Network Intelligence Stratum in 6G Networks.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

A Blockchain-Based Modular Architecture for Managing Multiple and Quantum-Safe Encryption Algorithms.
Proceedings of the 9th International Conference on Control, 2023

2022
AppShot: A Conditional Deep Generative Model for Synthesizing Service-Level Mobile Traffic Snapshots at City Scale.
IEEE Trans. Netw. Serv. Manag., December, 2022

Wireless Network Coverage in the Wild: A Multi-City Multi-Operator Data Set.
Dataset, November, 2022

Bovine Serum Amine Oxidase and Polyamine Analogues: Chemical Synthesis and Biological Evaluation Integrated with Molecular Docking and 3-D QSAR Studies.
J. Chem. Inf. Model., 2022

Deep-Learning-Based Multivariate Time-Series Classification for Indoor/Outdoor Detection.
IEEE Internet Things J., 2022

Toward native explainable and robust AI in 6G networks: Current state, challenges and road ahead.
Comput. Commun., 2022

In-depth study of RNTI management in mobile networks: Allocation strategies and implications on data trace analysis.
Comput. Networks, 2022

Second-level Digital Divide: A Longitudinal Study of Mobile Traffic Consumption Imbalance in France.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Forecasting for Network Management with Joint Statistical Modelling and Machine Learning.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

VoronoiBoost: Data-driven Probabilistic Spatial Mapping of Mobile Network Metadata.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

CartaGenie: Context-Driven Synthesis of City-Scale Mobile Network Traffic Snapshots.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage.
Proceedings of the IEEE INFOCOM 2022, 2022

LossLeaP: Learning to Predict for Intent-Based Networking.
Proceedings of the IEEE INFOCOM 2022, 2022

DAEMON: A Network Intelligence Plane for 6G Networks.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Stochastic Evaluation of Indoor Wireless Network Performance with Data-Driven Propagation Models.
Proceedings of the IEEE Global Communications Conference, 2022

Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach.
Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

Henna: hierarchical machine learning inference in programmable switches.
Proceedings of the 1st International Workshop on Native Network Intelligence, 2022

Requirements and Specifications for the Orchestration of Network Intelligence in 6G.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021
GLOVE: Towards Privacy-Preserving Publishing of Record-Level-Truthful Mobile Phone Trajectories.
Trans. Data Sci., 2021

Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

Characterizing RNTI Allocation and Management in Mobile Networks.
Proceedings of the MSWiM '21: 24th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Alicante, Spain, November 22, 2021

Network intelligence in 6G: challenges and opportunities.
Proceedings of the MobiArch@MobiCom 2021: Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture, 2021

Energy-Efficient Orchestration of Metro-Scale 5G Radio Access Networks.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data.
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021

CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Privacy in trajectory micro-data publishing: a survey.
Trans. Data Priv., 2020

AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms.
IEEE Netw., 2020

DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting.
IEEE J. Sel. Areas Commun., 2020

Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management.
IEEE Commun. Mag., 2020

Will the Proliferation of 5G Base Stations Increase the Radio-Frequency "Pollution"?
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Microscope: mobile service traffic decomposition for network slicing as a service.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis.
Proceedings of the Mediterranean Communication and Computer Networking Conference, 2020

AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019
Resource Sharing Efficiency in Network Slicing.
IEEE Trans. Netw. Serv. Manag., 2019

Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata.
IEEE Trans. Mob. Comput., 2019

Complete trajectory reconstruction from sparse mobile phone data.
EPJ Data Sci., 2019

Privacy of trajectory micro-data : a survey.
CoRR, 2019

Optimized assignment patterns in Mobile Edge Cloud networks.
Comput. Oper. Res., 2019

Link streams: Methods and applications.
Comput. Networks, 2019

Towards mobile radio access infrastructures for mobile users.
Ad Hoc Networks, 2019

Not in My Neighborhood: A User Equipment Perspective of Cellular Planning Under Restrictive EMF Limits.
IEEE Access, 2019

Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale.
Proceedings of the World Wide Web Conference, 2019

Characterizing and Removing Oscillations in Mobile Phone Location Data.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Mobile Small Cells for Adaptive RAN Densification: Preliminary Throughput Results.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories.
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019

Measurements of Wearable Noninvasive Transducers for Sport Performance Improvement.
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019

$\alpha$-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration.
Proceedings of the IEEE INFOCOM 2019, 2019

DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018
Enriching sparse mobility information in Call Detail Records.
Comput. Commun., 2018

Planning 5G Networks Under EMF Constraints: State of the Art and Vision.
IEEE Access, 2018

Forecasting Mobile Service Demands for Anticipatory MEC.
Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

Prescriptive Analytics for MEC Orchestration.
Proceedings of the 17th International IFIP TC6 Networking Conference, 2018

How Should I Slice My Network?: A Multi-Service Empirical Evaluation of Resource Sharing Efficiency.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Adaptive densification of mobile networks: Exploring correlations in vehicular and telecom traffic.
Proceedings of the 17th Annual Mediterranean Ad Hoc Networking Workshop, 2018

Takeaways in Large-scale Human Mobility Data Mining : (Invited Paper).
Proceedings of the 2018 IEEE International Symposium on Local and Metropolitan Area Networks, 2018

On User Mobility in Dynamica Cloud Radio Access Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Temporal Reachability in Vehicular Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
Characterizing the Instantaneous Connectivity of Large-Scale Urban Vehicular Networks.
IEEE Trans. Mob. Comput., 2017

Mobile Demand Profiling for Cellular Cognitive Networking.
IEEE Trans. Mob. Comput., 2017

A Tale of Ten Cities: Characterizing Signatures of Mobile Traffic in Urban Areas.
IEEE Trans. Mob. Comput., 2017

k<sup>τ, ε</sup>-anonymity: Towards Privacy-Preserving Publishing of Spatiotemporal Trajectory Data.
CoRR, 2017

Automotive Communications in LTE: A Simulation-Based Performance Study.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Bidirectional highway traffic for network simulation.
Proceedings of the 2017 IEEE Vehicular Networking Conference, 2017

Fusing GPS probe and mobile phone data for enhanced land-use detection.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

The Spatiotemporal Interplay of Regularity and Randomness in Cellular Data Traffic.
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Preserving mobile subscriber privacy in open datasets of spatiotemporal trajectories.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Joint spatial and temporal classification of mobile traffic demands.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

On the Sampling Frequency of Human Mobility.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Not All Apps Are Created Equal: Analysis of Spatiotemporal Heterogeneity in Nationwide Mobile Service Usage.
Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016
Driving Factors Toward Accurate Mobile Opportunistic Sensing in Urban Environments.
IEEE Trans. Mob. Comput., 2016

Thwarting Uniqueness in Datasets of Spatiotemporal Trajectories.
ERCIM News, 2016

Large-Scale Mobile Traffic Analysis: A Survey.
IEEE Commun. Surv. Tutorials, 2016

Mobility and connectivity in highway vehicular networks: A case study in Madrid.
Comput. Commun., 2016

Special Issue on Mobile Traffic Analytics.
Comput. Commun., 2016

Population estimation from mobile network traffic metadata.
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

Filling the gaps: on the completion of sparse call detail records for mobility analysis.
Proceedings of the Eleventh ACM Workshop on Challenged Networks, 2016

Estimating urban mobility with open data: A case study in Bologna.
Proceedings of the IEEE International Smart Cities Conference, 2016

2015
Characterizing Pervasive Vehicular Access to the Cellular RAN Infrastructure: An Urban Case Study.
IEEE Trans. Veh. Technol., 2015

Securing Warning Message Dissemination in VANETs Using Cooperative Neighbor Position Verification.
IEEE Trans. Veh. Technol., 2015

The Bologna Ringway Dataset: Improving Road Network Conversion in SUMO and Validating Urban Mobility via Navigation Services.
IEEE Trans. Veh. Technol., 2015

Worm Epidemics in Vehicular Networks.
IEEE Trans. Mob. Comput., 2015

RECAST: Telling apart social and random relationships in dynamic networks.
Perform. Evaluation, 2015

On the anonymizability of mobile traffic datasets.
CoRR, 2015

On the level of detail of synthetic highway traffic necessary to vehicular networking studies.
Proceedings of the 2015 IEEE Vehicular Networking Conference, 2015

Temporal connectivity of vehicular networks: The power of store-carry-and-forward.
Proceedings of the 2015 IEEE Vehicular Networking Conference, 2015

Urban-scale cellular offloading through Wi-Fi access points: A measurement-based case study.
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

Hiding mobile traffic fingerprints with GLOVE.
Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

A Comparative Evaluation of Urban Fabric Detection Techniques Based on Mobile Traffic Data.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Generation and Analysis of a Large-Scale Urban Vehicular Mobility Dataset.
IEEE Trans. Mob. Comput., 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

Measurement-Based Modeling of Interarrivals for the Simulation of Highway Vehicular Networks.
IEEE Commun. Lett., 2014

Performance boundaries of massive Floating Car Data offloading.
Proceedings of the 11th Annual Conference on Wireless On-demand Network Systems and Services, 2014

Vehicular networks on two Madrid highways.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Classifying call profiles in large-scale mobile traffic datasets.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Assessment of practical energy savings in cellular networks.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Vehicular networking: from fundamental properties to network solutions.
, 2014

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

Discovery and Verification of Neighbor Positions in Mobile Ad Hoc Networks.
IEEE Trans. Mob. Comput., 2013

Persistent Localized Broadcasting in VANETs.
IEEE J. Sel. Areas Commun., 2013

Understanding, modeling and taming mobile malware epidemics in a large-scale vehicular network.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

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

Investigating the accuracy of mobile urban sensing.
Proceedings of the 10th Annual Conference on Wireless On-demand Network Systems and Services, 2013

RECAST: telling apart social and random relationships in dynamic networks.
Proceedings of the 16th ACM International Conference on Modeling, 2013

On the instantaneous topology of a large-scale urban vehicular network: the cologne case.
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

On the use of a Cooperative Neighbor Position Verification scheme to secure warning message dissemination in VANETs.
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 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
Cooperative Download in Vehicular Environments.
IEEE Trans. Mob. Comput., 2012

Content Replication in Mobile Networks.
IEEE J. Sel. Areas Commun., 2012

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

Linearization of RF power amplifiers using an enhanced memory polynomial predistorter.
Proceedings of the NORCHIP 2012, Copenhagen, Denmark, November 12-13, 2012, 2012

Insights on metropolitan-scale vehicular mobility from a networking perspective.
Proceedings of the 4th ACM international workshop on Hot topics in planet-scale measurement, 2012

2011
Caching Strategies Based on Information Density Estimation in Wireless Ad Hoc Networks.
IEEE Trans. Veh. Technol., 2011

Vehicular mobility simulation with VanetMobiSim.
Simul., 2011

MobiCom 2011 poster: vehicular mobility in large-scale urban environments?
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2011

An application-level framework for information dissemination and collection in vehicular networks.
Perform. Evaluation, 2011

Exact Decoding Probability Under Random Linear Network Coding.
IEEE Commun. Lett., 2011

Adding Network Coding Capabilities to the WSNet Simulator
CoRR, 2011

Content replication and placement in mobile networks
CoRR, 2011

MobSampling: V2V Communications for Traffic Density Estimation.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Large-scale urban vehicular mobility for networking research.
Proceedings of the 2011 IEEE Vehicular Networking Conference, 2011

Secure neighbor position discovery in vehicular networks.
Proceedings of the 10th IFIP Annual Mediterranean Ad Hoc Networking Workshop, 2011

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

2010
Secure Neighbor Position Discovery in VANETs
CoRR, 2010

Planning roadside infrastructure for information dissemination in intelligent transportation systems.
Comput. Commun., 2010

A Lightweight Distributed Solution to Content Replication in Mobile Networks.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Virtual data mules for data collection in road-side sensor networks.
Proceedings of the Second International Workshop on Mobile Opportunistic Networking, 2010

2009
Information Density Estimation for Content Retrieval in MANETs.
IEEE Trans. Mob. Comput., 2009

Elettronika Virtual Network Management.
Int. J. Online Eng., 2009

A Holistic Approach to Information Distribution in Ad Hoc Networks
CoRR, 2009

A Max Coverage Formulation for Information Dissemination in Vehicular Networks.
Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, 2009

On a selfish caching game.
Proceedings of the 28th Annual ACM Symposium on Principles of Distributed Computing, 2009

When mobile services go local.
Proceedings of the 12th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2009

Cooperative download in urban vehicular networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

P2P cache-and-forward mechanisms for mobile ad hoc networks.
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

To Cache or Not To Cache?
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Supporting vehicular mobility in urban multi-hop wireless networks.
Proceedings of the 6th International Conference on Mobile Systems, 2008

The networking shape of vehicular mobility.
Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

2007
Analysis and simulation of a content delivery application for vehicular wireless networks.
Perform. Evaluation, 2007

Concurrent multipath communication for real-time traffic.
Comput. Commun., 2007

Understanding Vehicular Mobility in Network Simulation.
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

Efficient Retrieval of User Contents in MANETs.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Vehicular Mobility Simulation for VANETs.
Proceedings of the Proceedings 40th Annual Simulation Symposium (ANSS-40 2007), 2007

2006
VanetMobiSim: generating realistic mobility patterns for VANETs.
Proceedings of the Third International Workshop on Vehicular Ad Hoc Networks, 2006

A Partially Reliable Transport Protocol for Multiple-Description Real-Time Multimedia Traffic.
Proceedings of the International Conference on Image Processing, 2006

2005
On-demand content delivery in vehicular wireless networks.
Proceedings of the 8th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2005

An adaptive transport protocol for balanced multihoming of real-time traffic.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005


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