A Centrality-Based Resource-Aware Microservice Orchestration in Cloud-to-Edge Continuum
Decision Sciences
Publications
107 publications
A deep reinforcement learning agent for distributed task offloading based on Graph Neural Networks
M. Dileo, C. Quadri
PerCom Workshops
Representation of the temporal ego-networks through graph evolution rules: a tool for Web3 applications
A. Galdeman, M. Zignani, C. Quadri, S. Gaito
ITADATA 2025 : Italian Conference on Big Data and Data Science 2025
Analyzing user migration in blockchain online social networks through network structure and discussion topics of communities on multilayer networks
C. T. Ba, M. Dileo, A. Galdeman, M. Zignani, S. Gaito
DISTRIBUTED LEDGER TECHNOLOGIES
Characterizing NFT markets through a multilayer network approach
A. Galdeman, L. La Cava, M. Zignani, A. Tagarelli, S. Gaito
BLOCKCHAIN: RESEARCH AND APPLICATIONS
Decentralized and Network-Aware UAV Service Deployment for Dependency-Driven Applications
T. T. Sarı, C. Quadri, G. Seçinti, A. Trotta
2025 IEEE Wireless Communications and Networking Conference (WCNC)
DNN-Controlled Multi-Technology Platooning
C. Quadri, M. Dileo, V. Mancuso, M. A. Marsan
2025 IEEE Vehicular Networking Conference (VNC)
Enhancing neural link predictors for temporal knowledge graphs with temporal regularisers
M. Dileo, P. Minervini, M. Zignani, S. Gaito
ESANN 2025 : Proceedings
Evaluating explainability techniques on discrete-time graph neural networks
M. Dileo, M. Zignani, S. Gaito
TRANSACTIONS ON MACHINE LEARNING RESEARCH
Exploring Time-Ordered Triadic Closure in Online Social Networks
A. Galdeman, C. T. Ba, M. Zignani, S. Gaito
ACM TRANSACTIONS ON THE WEB
Graph evolution rules for node temporal behavior representation
A. Galdeman, M. Zignani, C. Quadri, S. Gaito
DS-LB 2024 : DS Late Breaking Contributions 2024
Graph evolution rules meet communities: assessing global and local patterns in the evolution of dynamic networks
A. Galdeman, M. Zignani, S. Gaito
BIG DATA MINING AND ANALYTICS
Impact of Network Delays on Edge-Assisted Platooning Systems in 5G Networks: Addressing Latency Challenges
C. Quadri, S. Pedone, A. Fagiolini
International Conference on Intelligent Transport Systems (INTSYS 2024)
Investigating the Luna-Terra Collapse through the Temporal Multilayer Graph Structure of the Ethereum Stablecoin Ecosystem
C. T. Ba, B. Steer, M. Zignani, R. Clegg
ACM TRANSACTIONS ON THE WEB
Latency-Aware Placement of Microservices in the Cloud-to-Edge Continuum via Resource Scaling
A. Bertoncini, A. Ceselli, C. Quadri
2025 IEEE International Conference on Smart Computing (SMARTCOMP)
MACHINE LEARNING FOR TEMPORAL HETEROGENEOUS GRAPHS: PREDICTIVE METHODS, INTERPRETABILITY AND APPLICATIONS.
M. Dileo
Università degli Studi di Milano
Network Science Meets AI: A Converging Frontier
M. Zignani, F. D. Malliaros, I. Scholtes, R. Interdonato, M. Dileo
ESANN 2025 : Proceedings
Online Service Deployment in Edge Computing: A Comparison of Batching Techniques
R. Messana, A. Ceselli, C. Quadri
Decision Sciences
RNA knowledge-graph analysis through homogeneous embedding methods
F. Torgano, M. Soto Gomez, M. Zignani, J. Gliozzo, E. Cavalleri, M. Mesiti, et al.
BIOINFORMATICS ADVANCES
Statistical Model Checking for the Analysis of Attacks in Connected Autonomous Vehicles
C. Bernardeschi, A. Fagiolini, D. Pagani, C. Quadri
2025 IEEE Conference on Communications and Network Security (CNS)
Discrete-time graph neural networks for transaction prediction in Web3 social platforms
M. Dileo, M. Zignani
MACHINE LEARNING
Edge-Based Control of Multi-Platoons
C. Quadri, V. Mancuso, M. A. Marsan, G. P. Rossi
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
Formal Methods for Attack Detection in Autonomous Driving Systems: The FORESEEN Project
C. Bernardeschi, G. Lettieri, A. Vivani, A. Bechini, A. Vecchio, F. Rossi, et al.
2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)
Graph Machine Learning for Fast Product Development from Formulation Trials
M. Dileo, R. Olmeda, M. Pindaro, M. Zignani
Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track. ECML PKDD
Link prediction heuristics for temporal graph benchmark
M. Dileo, M. Zignani
ESANN 2024 : Proceedings
Mining resources, the inconvenient truth of the “ecological” transition
J. Bourgoin, R. Interdonato, Q. Grislain, M. Zignani, S. Gaito
WORLD DEVELOPMENT PERSPECTIVES
Network-wide shocking events through the lens of node representation shift
M. Dileo, M. Zignani
DS-LB 2024 : DS Late Breaking Contributions 2024
Statins, ACE/ARBs drug use, and risk of pneumonia in hospitalized older patients: a retrospective cohort study
C. Franchi, R. Rossio, S. Mandelli, I. Ardoino, A. Nobili, F. Peyvandi, et al.
INTERNAL AND EMERGENCY MEDICINE
Antihypertensive treatment changes and related clinical outcomes in older hospitalized patients
S. Cicco, M. D′Abbondanza, M. Proietti, V. Zaccone, C. Pes, F. Caradio, et al.
EUROPEAN JOURNAL OF CLINICAL INVESTIGATION
Characterizing growth in decentralized socio-economic networks through triadic closure-related network motifs
C. T. Ba, M. Zignani, S. Gaito
ONLINE SOCIAL NETWORKS AND MEDIA
Clinical features and outcomes of elderly hospitalised patients with chronic obstructive pulmonary disease, heart failure or both
E. Crisafulli, G. Sartori, A. Vianello, F. Busti, A. Nobili, P. M. Mannucci, et al.
INTERNAL AND EMERGENCY MEDICINE
Co-simulated digital twin on the network edge: A vehicle platoon
M. Palmieri, C. Quadri, A. Fagiolini, C. Bernardeschi
COMPUTER COMMUNICATIONS
Cooperative behavior in blockchain-based complementary currency networks through time: The Sarafu case study
C. T. Ba, M. Zignani, S. Gaito
FUTURE GENERATION COMPUTER SYSTEMS
Copy-CAV: V2X-enabled wireless towing for emergency transport
C. Ayimba, V. Cislaghi, C. Quadri, P. Casari, V. Mancuso
COMPUTER COMMUNICATIONS
Multi-user edge service orchestration based on Deep Reinforcement Learning
C. Quadri, A. Ceselli, G. P. Rossi
COMPUTER COMMUNICATIONS
Prescription appropriateness of anti-diabetes drugs in elderly patients hospitalized in a clinical setting: evidence from the REPOSI Register
E. Succurro, A. Novella, A. Nobili, F. Giofrè, F. Arturi, A. Sciacqua, et al.
INTERNAL AND EMERGENCY MEDICINE
Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries
A. Adisa, M. Bahrami-Hessari, A. Bhangu, C. George, D. Ghosh, J. Glasbey, et al.
BRITISH JOURNAL OF SURGERY
Simulation of Tele-Operated Driving over 5G Using CARLA and OMNeT++
V. Cislaghi, C. Quadri, V. Mancuso, M. A. Marsan
2023 IEEE Vehicular Networking Conference (VNC)
Co-simulated Digital Twin on the Network Edge: the case of platooning
M. Palmieri, C. Quadri, A. Fagiolini, G. P. Rossi, C. Bernardeschi
2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
Could Emergency Calls and Twitter Activity Help to Prevent Health System Overloads Due to CoViD-19 Epidemic? Wavelets and Cross- Correlation as Useful Tools for Time-Frequency Signal Analysis: Lessons from Italian Lombardy Region
B. Alessandro Rivieccio, A. Micheletti, M. Maffeo, M. Zignani, A. Comunian, F. Nicolussi, et al.
Proceedings of the COVid-19 Empirical Research (COVER)
Disentangling the Growth of Blockchain-based Networks by Graph Evolution Rule Mining
A. Galdeman, M. Zignani, S. Gaito
2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)
Edge-based platoon control
C. Quadri, V. Mancuso, M. A. Marsan, G. P. Rossi
COMPUTER COMMUNICATIONS
Fork-based user migration in Blockchain Online Social Media
C. T. Ba, A. Michienzi, B. Guidi, M. Zignani, L. Ricci, S. Gaito
WebSci '22
Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal Data
M. Dileo, C. T. Ba, M. Zignani, S. Gaito
Discovery Science
Temporal analysis of cooperative behaviour in a blockchain for humanitarian aid during the COVID-19 pandemic
C. T. Ba, A. Galdeman, M. Zignani, S. T. Gaito
GoodIT '22: Proceedings
Web3 Social Platforms: Modeling, Mining and Evolution
C. T. Ba, A. Galdeman, M. Dileo, C. Quadri, M. Zignani, S. Gaito
ITADATA 2022 : Italian Conference on Big Data and Data Science 2022
A Multilayer Network Perspective on Customer Segmentation Through Cashless Payment Data
A. Galdeman, C. T. Ba, M. Zignani, S. Gaito
2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)
City consumption profile: a city perspective on the spending behavior of citizens
A. Galdeman, C. T. Ba, M. Zignani, C. Quadri, S. Gaito
APPLIED NETWORK SCIENCE
CoViD-19, learning from the past : A wavelet and cross-correlation analysis of the epidemic dynamics looking to emergency calls and Twitter trends in Italian Lombardy region
B. A. Rivieccio, A. Micheletti, M. Maffeo, M. Zignani, A. Comunian, F. Nicolussi, et al.
PLOS ONE
From PLATO to Platoons
C. Quadri, V. Mancuso, V. Cislaghi, M. A. Marsan, G. P. Rossi
2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet)
On Location Relevance and Diversity in Human Mobility Data
M. L. Damiani, F. Hachem, C. Quadri, M. Rossini, S. Gaito
ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS
Social and rewarding microscopical dynamics in blockchain-based online social networks
C. T. Ba, M. Zignani, S. Gaito
GoodIT '21: Proceedings of the 2021 conference on Information Technology for social good
Monitoring emergency calls and social networks for covid-19 surveillance. To learn for the future: The outbreak experience of the lombardia region in Italy
S. Castaldi, M. Maffeo, B. A. Rivieccio, M. Zignani, G. Manzi, F. Nicolussi, et al.
ACTA BIO-MEDICA DE L'ATENEO PARMENSE
Optimal Assignment Plan in Sliced Backhaul Networks
C. Quadri, M. Premoli, A. Ceselli, S. Gaito, G. P. Rossi
IEEE ACCESS
Outcomes of acute coronary syndromes in coronavirus disease 2019
V. L. Cammann, K. A. Szawan, F. D’Ascenzo, S. Gili, S. Dreiding, M. Würdinger, et al.
CLINICAL RESEARCH IN CARDIOLOGY
Platooning on the edge
C. Quadri, V. Mancuso, M. Ajmone Marsan, G. P. Rossi
MSWiM '20: Proceedings
Location relevance and diversity in symbolic trajectories with application to telco data
M. L. Damiani, C. Quadri, F. Hachem, S. Gaito
SSTD '19 : Proceedings
Mastodon Content Warnings: Inappropriate Contents in a Microblogging Platform
M. Zignani, C. Quadri, A. Galdeman, S. Gaito, G. P. Rossi
Proceedings of the International AAAI Conference on Web and Social Media
Modeling Cyclists’ Itinerary Choices: Evidence from a Docking Station-Based Bike-Sharing System = Un modello per gli itinerari dei ciclisti: risultati da un bike-sharing a stazioni fisse
S. Gaito, G. Manzi, G. Saibene, S. Salini, M. Zignani
Smart Statistics for Smart Applications
The Footprints of a 'Mastodon': How a Decentralized Architecture Influences Online Social Relationships
M. Zignani, C. Quadri, S. Gaito, H. Cherifi, G. P. Rossi
IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
Urban groups: behavior and dynamics of social groups in urban space
M. Zignani, C. Quadri, S. Gaito, G. P. Rossi
EPJ DATA SCIENCE
A MEC approach to improve QoE of video delivery service in urban spaces
C. Quadri, S. Gaito, R. Bruschi, F. Davoli, G. P. Rossi
2018 IEEE International Conference on Smart Computing (SMARTCOMP)
Feature-Rich Ego-Network Circles in Mobile Phone Graphs: Tie Multiplexity and the Role of Alters
C. Quadri, M. Zignani, S. Gaito, G. P. Rossi
2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
Follow the “mastodon”: Structure and evolution of a decentralized online social network
M. Zignani, S. Gaito, G. P. Rossi
Twelfth International AAAI Conference on Web and Social Media
Gathering behavior of groups of people in a city
C. Quadri, M. Zignani, S. Gaito, G. P. Rossi
2018 IEEE International Conference on Smart Computing (SMARTCOMP)
On Non-Routine Places in Urban Human Mobility
C. Quadri, M. Zignani, S. Gaito, G. P. Rossi
2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA)
Polypharmacy in older people: lessons from 10 years of experience with the REPOSI register
P. M. Mannucci, A. Nobili, L. Pasina, P. M. Mannucci, M. Tettamanti, C. Franchi, et al.
INTERNAL AND EMERGENCY MEDICINE
News Consumption during the Italian Referendum: A Cross-Platform Analysis on Facebook and Twitter
M. D. Vicario, S. T. Gaito, W. Quattrociocchi, M. Zignani, F. Zollo
Data Science and Advanced Analytics (DSAA), 2017 IEEE International Conference on
Opportunistic communication for delay tolerant data delivery in Milan
A. Bujari, L. De Giovanni, D. Maggiorini, C. E. Palazzi, M. Pozza, C. Quadri, et al.
JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS
Predicting encounter and colocation events
K. Keramat Jahromi, M. Zignani, S. Gaito, G. P. Rossi
AD HOC NETWORKS
Temporal communication motifs in mobile cohesive groups
M. Zignani, C. Quadri, M. Del Vicario, S. Gaito, G. P. Rossi
Complex networks & their applications
Urban communications and social interactions through the lens of mobile phone data
S. T. Gaito, C. Quadri, G. P. Rossi, M. Zignani
ONLINE SOCIAL NETWORKS AND MEDIA
Big-Data inspired, proximity-aware 4G/5G service supporting urban social interactions
C. Quadri, S. Gaito, G. P. Rossi
Smart Computing (SMARTCOMP), 2016 IEEE International Conference on
Clique-aware mobile social clouds
C. Quadri, M. Zignani, S. Gaito, G. P. Rossi
IFIP Networking Conference (IFIP Networking) and Workshops, 2016
Delay tolerant networking over the metropolitan public transportation
A. Bujari, S. Gaito, D. Maggiorini, C. E. Palazzi, C. Quadri
MOBILE INFORMATION SYSTEMS
Impact of offline events on online Link creation: a case study on events advertised on Facebook
A. Esfandyari, M. Zignani, S. Gaito, G. P. Rossi
Proceedings of the ACM Symposium on Applied Computing
On the properties of human mobility
M. Papandrea, K. Keramat Jahromi, M. Zignani, S. Gaito, S. Giordano, G. P. Rossi
COMPUTER COMMUNICATIONS
Predicting the link strength of "newborn" links
M. Zignani, S. Gaito, G. P. Rossi
WWW '16 Companion : Proceedings
Proximity-aware offloading of person-to-person communications in LTE networks
C. Quadri, S. Gaito, G. P. Rossi
Consumer Communications & Networking Conference (CCNC), 2016 13th IEEE Annual
Simulating human mobility patterns in urban areas
K. Keramat Jahromi, M. Zignani, S. Gaito, G. P. Rossi
SIMULATION MODELLING PRACTICE AND THEORY
Calling and texting: social interactions in a multidimensional telecom graph
M. Zignani, C. Quadri, S. Bernardinello, S. Gaito, G. P. Rossi
Signal-Image Technology and Internet-Based Systems (SITIS), 2014 Tenth International Conference on
Calling, texting, and moving : multidimensional interactions of mobile phone users
M. Zignani, C. Quadri, S. Gaito, G. P. Rossi
COMPUTATIONAL SOCIAL NETWORKS
Following people's behavior across social media
M. Zignani, A. Esfandyari, S. Gaito, G. P. Rossi
11. International conference on Signal-image technology and internet-based systems : SITIS 2015 : 23–27 November 2015, Bangkok, Thailand : Proceedings
FROM WIDE- TO SHORT-RANGE COMMUNICATIONS: USING HUMAN INTERACTIONS TO DESIGN NEW MOBILE SYSTEMS AND SERVICES
C. Quadri
Università degli Studi di Milano
FROM SMALL-WORLDS TO BIG DATA:TEMPORAL AND MULTIDIMENSIONAL ASPECTS OF HUMAN NETWORKS
M. Zignani
Università degli Studi di Milano
Groo-Me : handling the dynamics of our sociality on mobile phone
S. Gaito, G. Manta, C. Quadri, G. P. Rossi, M. Zignani
7th IFIP wireless and mobile networking conference(WMNC, may 20-22, 2014, Vilamoura, Portugal
Link and triadic closure delay: temporal metrics for social network dynamics
M. Zignani, S. Gaito, G. P. Rossi, X. Zhao, H. Zheng, B. Y. Zhao
Proceedings of the 8th International Conference on Weblogs and Social Media (ICWSM 2014)
Multidimensional human dynamics in mobile phone communications
C. Quadri, M. Zignani, L. Capra, S. Gaito, G. P. Rossi
PLOS ONE
On the key features in human mobility : relevance, time and distance
M. Zignani, M. Papandrea, S. Gaito, S. Giordano, G. P. Rossi
2014 IEEE international conference on pervasive computing and communication workshops, PERCOM WORKSHOPS : Budapest, Hungary, 24-28 march 2014
Opportunistic mobile games using public transportation systems : a deployability study
D. Maggiorini, C. Quadri, L. A. Ripamonti
MULTIMEDIA SYSTEMS
Extracting human mobility and social behavior from location-aware traces
M. Zignani, S. Gaito, G. P. Rossi
WIRELESS COMMUNICATIONS AND MOBILE COMPUTING
How many places do you visit a day?
M. Papandrea, M. Zignani, S. Gaito, S. Giordano, G. P. Rossi
2013 IEEE international conference on pervasive computing and communications workshops
Modelling political disaffection from Twitter data
C. Monti, A. Rozza, G. Zappella, M. Zignani, A. Arvidsson, E. Colleoni
WISDOM 13 : proceedings of the 2nd International workshop on issues of sentiment discovery and opinion mining, held in conjunction with SIGKDD 2013 : Chicago, USA, aug 11 - aug 14, 2013
Selective offload and proactive caching of mobile data in LTE-based urban networks
S. Gaito, D. Maggiorini, C. Quadri, G. P. Rossi
IEEE 14th International conference on mobile data management : 3–6 june 2013, Milan, Italy : proceedings. 1
A solution for mobile DTN in a real urban scenario
A. Bujiari, D. Maggiorini, C. E. Palazzi, C. Quadri, G. P. Rossi
2012 IEEE Wireless communications and networking conference workshops, WCNCW : Paris, France, april 1, 2012 : proceedings
Facencounter : bridging the gap between offline and online social networks
S. Gaito, G. P. Rossi, M. Zignani
SITIS 2012 : The 8th International Conference on signal image technology & Internet based systems : november 25th – november 29th 2012 : Sorrento, Italy : proceedings
Geo-CoMM: A geo-community based mobility model
M. Zignani
Wireless On-demand Network Systems and Services (WONS), 2012 9th Annual Conference on
On the bursty evolution of online social networks
S. Gaito, M. Zignani, G. P. Rossi, A. Sala, X. Zhao, H. Zheng, et al.
HotSocial '12 : proceedings of the first ACM international workshop on hot topics on interdisciplinary social networks research
On the feasibility of opportunistic collaborative mixed reality games in a real urban scenario
D. Maggiorini, C. Quadri, L. A. Ripamonti
Computer Communications and Networks (ICCCN), 2012 21st International Conference on
On the impact of a road-side infrastructure for a DTN deployed on a public transportation system
S. Gaito, D. Maggiorini, C. Quadri, G. P. Rossi
Networking 2012 : 11th international IFIP TC 6 networking conference, Prague, Czech Republic, may 21-25, 2012 : proceedings, part II
Scaling online collaborative games to urban level
D. Maggiorini, C. Quadri, L. A. Ripamonti
Wireless Days 2012 IFIP
Sensing multi-dimensional human behavior in opportunistic networks
S. Gaito, E. Pagani, G. P. Rossi, M. Zignani
MobiOpp '12 : proceedings
THINPLE - the new online Sociality is built on top of NFC-based contacts
S. Gaito, C. Quadri, G. P. Rossi, M. Zignani
IFIP Wireless Days 2012 : 21-23 november 2012, Dublin, Ireland : proceedings
Clever Pac-man
N. A. Borghese, C. Quadri, N. Rossini
Neural nets WIRN11 : proceedings of the 21st Italian workshop on neural nets
Human mobility model based on time-varying bipartite graph
M. Zignani
2011 IEEE international symposium on a world of wireless, mobile and multimedia networks, WoWMoM 2011 : Lucca, Italy, 20-24 june 2011 : proceedings
On the scalability of delay toelerant routing protocols in urban environment
C. Quadri, D. Maggiorini, S. Gaito, G. P. Rossi
IFIP Wireless Days Conference 2011
Extracting human mobility patterns from GPS-based traces
M. Zignani, S. Gaito
2010 IFIP wireless days : Venice (Italy), october 20-22, 2010
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