Publications
Publications of 2022
Journal Articles (21)
AppShot: A Conditional Deep Generative Model for Synthesizing Service-Level Mobile Traffic Snapshots at City Scale
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2022.3199458. IEEE. ISSN: 1932-4537. August 2022
Deep Learning-based Multivariate Time Series Classification for Indoor/Outdoor Detection
IEEE Internet of Things Journal. 10.1109/JIOT.2022.3190555. ISSN: 2327-4662. July 2022
Automated Identification of Network Anomalies and Their Causes with Interpretable Machine Learning: the CIAN Methodology and TTrees Implementation
Computer Communications. Elsevier. July 2022
A PIMS Development Kit for New Personal Data Platforms
IEEE Internet Computing. 10.1109/MIC.2022.3157356. Volume 26 , IEEE. June 2022
Toward Native Explainable and Robust AI in 6G Networks: Current State, Challenges and Road Ahead
Computer Communications. https://doi.org/10.1016/j.comcom.2022.06.036. Elsevier. June 2022
Classification of Underwater Fish Images and Videos via Very Small Convolutional Neural Networks
Journal of Marine Science and Engineering. https://doi.org/10.3390/jmse10060736. Volume 10 , MDPI. ISSN: 2077-1312. May 2022
Energy Efficient Sampling Policies for Edge Computing Feedback Systems
IEEE Transactions on Mobile Computing. 10.1109/TMC.2022.3165852. IEEE. April 2022
Scheduling of Wireless Edge Networks for Feedback-Based Interactive Applications
IEEE Transactions on Communications. 10.1109/TCOMM.2022.3163761. March 2022
Detecting State Transitions of a Markov Source: Sampling Frequency and Age Trade-off
IEEE Transactions on Communications. 10.1109/TCOMM.2022.3160563. IEEE. ISSN: 1558-0857. March 2022
Closed form approximation of the actual spectral power emission of commercial color LEDs for VLC
IEEE/OSA Journal of Lightwave Technology. 10.1109/JLT.2022.3158188. March 2022
Monitoring Platform Evolution towards Serverless Computing for 5G and Beyond Systems
IEEE Transactions on Network and Service Management. IEEE. February 2022
Factors affecting congestion-aware routing in complex networks
Physica A: Statistical Mechanics and its Applications. https://doi.org/10.1016/j.physa.2021.126483. Volume 587 , pp. 126483 , Elsevier. ISSN: 0378-4371. February 2022
Analysis of scaling policies for NFV providing 5G/6G reliability levels with fallible servers
IEEE Transactions on Network and Service Management. IEEE. January 2022
Wireless coded caching can overcome the worst-user bottleneck by exploiting finite file sizes
IEEE Transactions on Wireless Communications. IEEE. January 2022
On how VoIP attacks foster the malicious call ecosystem
Computers & Security. 10.1016/j.cose.2022.102758. January 2022
Asymptotically achieving centralized rate on the decentralized Network MISO Channel
IEEE Transactions on Information Theory. 10.1109/TIT.2021.3121752. Volume 68 , IEEE. ISSN: 1557-9654. January 2022
Edge Gaming: a Greening Perspective (Accepted for publication)
Computer Communications. https://doi.org/10.1016/j.comcom.2022.05.022. January 2022
Edge-based Platoon Control
Computer Communications. 10.1016/j.comcom.2021.09.021. Volume 181 , Elsevier. ISSN: 0140-3664. January 2022
SkillVet: Automated Traceability Analysis of Amazon Alexa Skills
IEEE Transactions on Dependable and Secure Computing. 10.1109/TDSC.2021.3129116. ISSN: 1941-0018. January 2022
ObfSec: Measuring the Security of Obfuscations from a Testing Perspective (Accepted for publication)
Expert Systems with Applications. January 2022
Magazine Articles (2)
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing (Accepted for publication)
IEEE Network. May 2022
MIMORPH: A General-Purpose Experimentation Platform for sub-6 GHz and mmWave Frequency Bands
GetMobile: Mobile Computers and Communications. https://doi.org/10.1145/3539668.3539670. Volume 26 , ACM SIGMOBILE. March 2022
Conference and Workshop Papers (28)
Stochastic Evaluation of Indoor Wireless Network Performance with Data-Driven Propagation Models
IEEE Global Communications Conference. Rio de Janeiro, Brazil. December 2022
An Offloading Algorithm for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 2022
Setchain: Improving Blockchain Scalability with Byzantine Distributed Sets and Barriers
IEEE International Conference on Blockchain. Espoo, Finland. August 2022
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
epiDAMIK 5.0: The 5th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Washington DC, USA. August 2022
Towards Improving Code Stylometry Analysis in Underground Forums
Proceedings on Privacy Enhancing Technologies (PETS). Sydney, Australia. July 2022
Vector Coded Caching Greatly Enhances Massive MIMO
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Oulu, Finland. July 2022
Augmenting mmWave Localization Accuracy Through Sub-6 GHz on Off-the-Shelf Devices
ACM SIGMOBILE International Conference on Mobile Systems, Applications and Services. Portland, Oregon, USA. July 2022
Global Mobile Network Aggregators: Taxonomy, Roaming Performance and Optimization
ACM SIGMOBILE International Conference on Mobile Systems, Applications and Services. Portland, OR, USA. June 2022
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning
10.1109/WoWMoM54355.2022.00028. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
A Migration Path Toward Green Edge Gaming
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
YourAdvalue: Measuring Advertising Price Dynamics without Bankrupting User Privacy
Measurement and Modeling of Computer Systems. Mumbai, India. June 2022
Stateful Versus Stateless Selection of Edge or Cloud Servers Under Latency Constraints
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
SPARCS: A Sparse Recovery Approach for Integrated Communication and Human Sensing in mmWave Systems
Information Processing in Sensor Networks. Milan, Italy. May 2022
LossLeaP: Learning to Predict for Intent-Based Networking
IEEE International Conference on Computer Communications. virtual. May 2022
Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage
IEEE International Conference on Computer Communications. Virtual. May 2022
Coded Caching in Land Mobile Satellite Systems
IEEE International Conference on Communications. Seoul, South Korea. May 2022
Situational Collective Perception: Adaptive and Efficient Collective Perception in Future Vehicular Systems
International Conference on Vehicle Technology and Intelligent Transport Systems. Online. April 2022
Second-level Digital Divide: a Longitudinal Study of Mobile Traffic Consumption Imbalance in France
https://doi.org/10.1145/3485447.3512125. The Web Conference. Lyon, France. April 2022
AX-CSI: Enabling CSI extraction on commercial 802.11ax Wi-Fi platforms
ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (ACM WiNTECH), held in conjunction with ACM MobiCom. New Orleans, United States. April 2022
RGB LED bulbs for communication, harvesting and sensing
IEEE International Conference on Pervasive Computing and Communications. Pisa, Italy. March 2022
CartaGenie: Context-Driven Synthesis of City-Scale Mobile Network Traffic Snapshots
IEEE International Conference on Pervasive Computing and Communications. Pisa, Italy. March 2022
Multipath TCP in smartphones equipped with millimeter wave radios
ACM International Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH), co-located with MobiCom 2021. New Orleans, United States. February 2022
Fast and Efficient Online Selection of Sensors for Transmitter Localization
International Conference on COMmunication Systems & NETworkS. January 2022
Leakage of Sensitive Information to Third-Party Voice Applications
Conversational User Interfaces (CUI). Glasgow, UK. January 2022
A Comprehensive Analysis and Performance Enhancements for the IEEE 802.11ay Group Beamforming Protocol
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. January 2022
A Unified Graph-Based Approach to Disinformation Detection using Contextual and Semantic Relations
International AAAI Conference on Web and Social Media (ICWSM. Atlanta, Georgia, USA. January 2022
Measuring Alexa Skill Privacy Practices across Three Years
International World Wide Web Conference. January 2022
Conference and Workshop Posters & Demos (1)
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks (Poster)
Mediterranean Communication and Computer Networking Conference (MedComNet 2022). Paphos, Cyprus. June 2022
Invited Papers, Keynotes, Invited Talks, Tutorials, Lectures, etc. (3)
Robust multivariate control chart based on shrinkage for individual observations (Invited Talk)
ISBIS CONFERENCE 2022 on "Statistics and Data Science in Business and Industry". University of Naples Federico II, Italy. June 2022
Using indirect reporting surveys to monitor the COVID-19 pandemic (Invited Talk)
X International Scientific and Practical Conference "From Weber to Wallerstein: Historical Sociology of States and World-systems". Kyiv, Ukraine, Online. June 2022
Building Byzantine-tolerant Systems with Distributed Ledgers and Distributed Sets (Invited Talk)
J on the Beach. Malaga, Spain. April 2022
Theses (5)
Algorithms for robust indoor localization and sensing using off-the-shelf devices (PhD)
pp. 136 , June 2022