| Time | Room Regency 1 | Room Regency 2 | Room Regency 3 | Room Gloria 1 | Room Gloria 2 | Room Gloria 3 |
|---|---|---|---|---|---|---|
| 08:30 - 09:30 | Registration (all day) | |||||
| 09:30 - 11:00 | ICTS4eHealth S1 | WAVE S1 | MoCS S1 | NGMSE S1 | TrustAICyberSec S1 | DistInSys S1 |
| 11:00 - 11:30 | Coffee Break | |||||
| 11:30 - 13:00 | ICTS4eHealth S2 | WAVE S2 | MOCS S2 | MGMSE S2 | TrustAICyberSec S2 | DistInSys S2 |
| 13:00 - 14:00 | Lunch | |||||
| 14:00 - 15:30 | ICTS4eHealth S3 | Tutorial #1 | Tutorial #2 | SAIA S1 | QSNS S1 | |
| 15:30 - 16:00 | Coffee Break | |||||
| 16:00 - 17:30 | ICTS4eHealth S4 | Tutorial #1 | Tutorial #2 | SAIA S2 | QSNS S2 | |
| 19:45 - 23:00 | Welcome Reception (at Hotel Savoy, Conference Venue) | |||||
| Time | ISCC Plenary | Room Regency 1 | Room Regency 2 | Room Regency 3 | Room Gloria 2 | Room Gloria 3 |
|---|---|---|---|---|---|---|
| 08:30 - 09:00 | Registration (all day) | |||||
| 09:00 - 10:30 | Welcome + Keynote Burak Kantarci, Full Professor University of Ottawa | |||||
| 10:30 - 11:00 | Coffee break | Poster Session | |||||
| 11:00 - 13:00 | Technical Session #1 (TC1) | Technical Session #2 (TC2) | Technical Session #3 (TC3) | ICTS4eHealth S1 | Technical Session #4 (TC4) |
|
| 13:00 - 14:00 | Lunch | |||||
| 14:00 - 15:00 | Keynote Salvador Garcia, Full Professor University of Granada, Granada, Spain | |||||
| 15:00 - 15:30 | Coffee Break | Poster Session | |||||
| 15:30 - 17:30 | Technical Session #5 (TC5) | Technical Session #6 (TC6) | Technical Session #7 (TC7) | ICTS4eHealth S2 | ||
| Time | ISCC Plenary | Room Regency 1 | Room Regency 2 | Room Regency 3 | Room Gloria 1 | BIREX Competence Center |
|---|---|---|---|---|---|---|
| 08:30 - 09:00 | Registration (all day) | |||||
| 09:00 - 10:00 | Keynote Michael Kounavis PhD, Software Engineer, Machine Learning and AI at Meta | |||||
| 10:00 - 10:30 | Coffee break | Poster Session | YP/Women in Engineering/Industry Events |
||||
| 10:30 - 12:30 | Technical Session #8 (TC8) | Technical Session #9 (TC9) | Technical Session #10 (TC10) | |||
| 12:30 - 13:30 | Lunch | |||||
| 13:30 - 15:30 | Technical Session #11 (TC11) | Technical Session #12 (TC12) | Technical Session #13 (TC13) | |||
| 15:30 - 16:00 | Coffee break | Poster Session | |||||
| 16:00 - 18:00 | Technical Session #14 (TC14) | Technical Session #15 (TC15) | Technical Session #16 (TC16) | |||
| 20:00 | Gala Dinner & Anniversary Award Ceremony @ Palazzo Isolani | |||||
| Time | ISCC Plenary | Room Regency 1 | Room Regency 2 | Room Regency 3 | Room Gloria 2 | Room Gloria 3 |
|---|---|---|---|---|---|---|
| 08:30 - 09:00 | Registration (all day) | |||||
| 09:00 - 10:00 | Roch H. Glitho, Senior Industrial Research Chair Ericsson / ENCQOR, Full Professor, Concordia University | |||||
| 10:00 - 10:30 | Coffee break | Poster Session | |||||
| 10:30 - 12:30 | Technical Session #17 (TC17) | Technical Session #18 (TC18) | Technical Session #19 (TC19) | Technical Session #20 (TC20) | Tutorial #3 | Tutorial #4 |
| 12:30 - 13:30 | Lunch | |||||
| 13:30 - 14:30 | Keynote Vivek Kale, Principal Member of Technical Staff, Sandia National Laboratories, California | |||||
| 15:00 - 15:30 | Coffee break | Poster Session | |||||
| 15:30 | Closing session & Best Paper Award Ceremony | |||||
ISCC Conference Sessions
Day 1 (July 3)
Privacy and Anonymization (TC1)
Session Chair: TBA
Privacy Preserving of Multi-Party Multiplication Based on Multi-Layer (K, N) Threshold Secret Sharing
Jing Wang; Yuan Gao
MSAnony: a Dynamic Anonymization Algorithm Supporting on-Demand Update Through Merging and Split
Yulin Yuan; Shuguang Yuan; Jing Yu; Chi Chen
A Secure and Verifiable Data Sharing Scheme Based on Cloud-Edge Collaboration in the Internet of Vehicles
Xiaomei Du; Yibo Zhang; Chunbo Wang; Xiaoqiang Di; Chunhua Su; Hui Qi
PrivGuide: a Planning Tool for Proactive Privacy Integration in the DevPrivOps Lifecycle
João Felisberto; Catarina Silva; João Paulo Barraca; Paulo Salvador; Pedro Tomás
Methodology for Evaluating k-Anonymity-Based Anonymization in Machine Learning Models
Kristtopher Kayo Coelho; Mauricio Okuyama; Michele Nogueira; Alex Borges Vieira; Edelberto Franco Silva; José Augusto Miranda Nacif
Enabling Privacy-Preserving Network Anomaly Detection Through Federated Learning: a Comparative Study
Hanen Dhrir; Maha Charfeddine; Habib M Kammoun; Bechir Hamdaoui
Federated Learning & Edge AI (TC2)
Session Chair: TBA
FedEdge-Learn: a Semi-Supervised Federated Learning Framework for Industry 5.0
Lorenzo Colombi; Edoardo Di Caro; Simon Dahdal; Filippo Poltronieri; Filippo Tabanelli; Mauro Tortonesi; Cesare Stefanelli; Massimiliano Vignoli
A Unified Analysis of Accelerated Methods for Federated Learning
Jiao Xue; Chun-dong Wang
SyndFL: Addressing Class Imbalance to Enhance Fairness in Healthcare Image Processing Through Syndicated Federated Learning
Ferdinand Kahenga; Antoine Bagula; Sajal K. Das
Blockchain Federated Learning for Sustainable Retail: Reducing Waste Through Collaborative Demand Forecasting
Fabio Turazza; Alessandro Neri; Marcello Pietri; Maria Angela Butturi; Marco Picone; Marco Mamei
Federated Learning of Decision Trees in Cooperative IoT Edge Computing
Lucas Barbosa; Yuri Santo; Julio Oliveira; Carlos A. Astudillo; Weverton Luis da Costa Cordeiro; André Riker; Glaucio Carvalho
OPALA: Optimized Pruning Adaptive Learning Approach for Federated Learning Scenarios
Rafael Veiga; Renan Morais; Rómulo Bustincio; Lucas de Lima Bastos; Denis Lima Rosário; Susana Sargento; Eduardo Cerqueira
AI/ML for Networking & Resource Management (TC3)
Session Chair: TBA
Network Traffic Matrix Imputation via Large Language Models
Kaiwen Jiang; Fenglin Yan; Yan Qiao; Meng Li; Yuxuan Li; Mauro Conti
A Multi-Agent Reinforcement Learning Approach for Enhanced Spectrum Resource Allocation in NR-V2X Mode 2
Xinyu Chen; He Kexun; Jing Zhao
Deterministic Computing Power Network Routing Algorithm Based on Hierarchical Reinforcement Learning
Qi Xu; Yang Yang; Qiu Xue-song; Anni Jiang; Mingyuan Yang
OmniFORE: Attention-Based Generalization Framework for Edge-Cloud Workload Predictions
Berend Jelmer Dirk Gort; Godfrey Mirondo Kibalya; Anna Umbert; Angelos Antonopoulos
A Reinforcement Learning Approach on Self-Optimizing Heterogeneous Networks
Nikolaos Prodromos; Damianos Diasakos; Apostolos Gkamas; Vasileios Kokkinos; Christos J Bouras; Philippos Pouyioutas
Latency and Bandwidth-Aware Orchestrator for QoS-Sensitive Applications Using a Reinforcement Learning-Based Scheduler with Kubernetes
Massinissa Ait aba; Abdenour Yasser Brahmi; Hadil Bouasker; Badii Jouaber; Hind Castel-Taleb
IoT and Industrial IoT (TC4)
Session Chair: TBA
Cloud-Trained Neural Networks on Microcontrollers for IoT Applications: an Educational Perspective with LittleBits
Cristian Bua; Francesco Fiorini; Davide Adami; Stefano Giordano
ML-Enabled Eavesdropper Detection in Beyond 5G IIoT Networks
Maria-Lamprini Bartsioka; Ioannis Βartsiokas; Panagiotis Gkonis; Dimitra I Kaklamani; Iakovos S. Venieris
Highly Reliable and Mobility-Enabled Real-Time Industrial Applications via Enhanced 6TiSCH Resource Scheduling
Marco Pettorali; Francesca Righetti; Carlo Vallati; Paolo Bellavista; Armir Bujari; Giuseppe Anastasi
Edge-Assisted Key Provisioning in Industrial IoT Systems with Mobile Nodes
Marco Pettorali; Francesca Righetti; Marco Tiloca; Carlo Vallati; Giuseppe Anastasi
From Benchmarking to Prediction: Energy Profiling of Industrial Systems Using Machine Learning
Dimitris Kallis; Moysis Symeonides; Marios D. Dikaiakos
Sense’Z: a System for Real-Time Hand Gesture Recognition with Embedded Machine Learning and IoT Applications
Ting Wang; Bio Kouma; Mbenda Gueye; Ahmed Diakite; Amina Ahmed Houmed
Routing & Traffic Management (TC5)
Session Chair: TBA
Dhana: an Economic-Oriented Approach for Traffic Management Using Software-Defined Networking
Matheus Saueressig; Muriel Figueredo Franco; Eder John Scheid; Jéferson Nobre; João Davi Martins Nunes; Lisandro Z Granville
Energy Efficient Temperature Aware Routing in Wireless Networks
Rachid Selt; Yacine Challal; Abdelmalik Bachir
Bi-Level Traffic Steering Decision in High-Mobile and Ultra-Dense Multi-RAT Networks
Mubashir Murshed; Israt Jabin; Afrin Jubaida; Glaucio Carvalho; Robson E. De Grande
FLASK-Sketch: Identifying Sparse Superspreaders in High Speed Network
Zeyu Yang; Shu Li; Hongfei Zhang; Rong Yang; Qingyun Liu; Yong Wang
Two-Stage Deep Q Learning Routing in Entanglement Networks
Diego Abreu; Arthur Pimentel; Christian Esteve Rothenberg; Antonio Jorge Gomes Abelem
EVAOR: an Efficient and Void-Avoidable Opportunistic Routing Protocol for Underwater Wireless Sensor Networks
Haohao Mai; Rongxin Zhu; Azzedine Boukerche; Qiuling Yang
Security and Anomaly Detection (TC6)
Session Chair: TBA
BERT for Dynamic Malware Detection: a Sequence-Based Classification Approach
Noureldin Youssef; Nour Elbarawy; Adel S Elmaghraby
Epidemic Oracle: an Approach to Boost Security and Performance of Delay Tolerant Networks
Fayzuddin Topu; Kieran McLaughlin; Sandra Scott-Hayward
AuRA: Remote Attestation over EDHOC for Constrained Internet-of-Things Use Cases
Yuxuan Song; Geovane Fedrecheski; Mališa Vučinić; Thomas Watteyne
MV-TFNet: Malware Traffic Detection Based on Multi-View Flow Sequence and Time-Frequency Feature Fusion
Renjie Li; Zhou Zhou; Zhongyi Zhang; Jiang Guo; Qingyun Liu
AnomalyTrack: Scalable and Self-Adaptive Anomaly Detection in Large-Scale 5G Networks
Michel Santos da Silva; Adriano Guilherme SIlva Rocha; Lourenço Alves Pereira, Jr
DarkDC: Analysis of Scanning Behavior Subject Portrait Based on Deep Clustering
Xinyi JI; Yixiang Zhao; Zhou Zhou; Zhongyi Zhang; Qingyun Liu; Jiang Guo
LLMs and AI Applications (TC7)
Session Chair: TBA
Joint Communication and Sensing in Metaverse over UAVs: a Deep Reinforcement Learning Approach
Sabina Jangirova; Latif U. Khan; Branislava Jankovic; Waseem Ullah; Mohsen Guizani
UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model
Branislava Jankovic; Sabina Jangirova; Waseem Ullah; Latif U. Khan; Mohsen Guizani
LLM-Enabled Data Transmission in End-to-End Semantic Communication
Shavbo Salehi; Melike Erol-Kantarci; Dusit Niyato
Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning
Parisa Fard Moshiri; Murat Arda Onsu; Poonam Lohan; Burak Kantarci; Emil Janulewicz
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring
Murat Arda Onsu; Poonam Lohan; Burak Kantarci; Aisha Syed; Matthew Andrews; Sean Kennedy
Improving Diversity and Efficiency in Content-Based Recommender Systems: a Genetic Algorithm Approach
Yuanjun Lin; Peng Sun; Azzedine Boukerche
Poster Session
Poster: Low Cost O-RAN Testbed to Adopt Reconfigurable Intelligent Surface (RIS)
Seyed Mahdi Darroudi; Núria Domènech; Nupur Thakker; Alejandro Jurado; Matteo Grandi
Poster: Performance Evaluation of Radio Link Control Protocol in 5G Open Radio Access Network
Weskley Maurício; Francisco Hugo Costa, Neto; João Cremasco; Maykon Silva
Demo: Fog-SDS – Container-Based Services for Fog Computing Data Synchronization in the Amazon Rainforest Scenarios
Gilmara Santos; Diogo Soares; Ronaldo Martins; Mateus Mota Nobrega; Pedro de Souza; Edjair S. Mota
Day 2 (July 4)
Autonomous Sensing and Cyber Intelligence (TC8)
Session Chair: TBA
Addressing Challenges in FANETs – Applied UAV Experiments with Cost-Effective Hardware
Bruno Jose Olivieri de Souza; Markus Endler
Energy-Efficient Trajectory Design for Multi-UAV Assisted IoT Data Collection: a Multi-Agent Deep Reinforcement Learning Approach
Saichao Liu; Geng Sun; Jiahui Li; Chuang Zhang; Lin Zhang; Jiacheng Wang; Dusit Niyato
Multi-Objective Optimization for Charging Paths Planning and Energy Efficiency in UAV-Assisted Wireless Rechargeable Sensor Networks
Shuaiwei Wang; Sujin Hou; Dandan Ou; Chen Zhang; Fang Mei; Lu Liu
Secure Data Collection in UAV-Assisted IoT via Diffusion Model-Enabled Deep Reinforcement Learning
Guanxiao Li; Wenwen Xie; Geng Sun; Lin Zhang; Jiacheng Wang; Chengzhen Li; Dusit Niyato
Multi-Modal Fake News Detection with LLMs and Knowledge-Aligned Attention Networks
Nan Zhao; Degang Sun; Yan Wang; Xuan Zhao; Haitian Yang; Weiqing Huang
LLM-QGraph: Threat Intelligence Query Graph Construction with Large Language Models
Hongfa Yang; Yu Wen; Dan Meng
Network Orchestration and Management (TC9)
Session Chair: TBA
Optimal Provisioning of Hybrid Service Function Chains with Guaranteed Disaster Resilience
Mohamed Abderrahmane Madani; Fen Zhou; Ahmed Meddahi
Extending the TOSCA Standard to Support the Orchestration of Distributed Applications in Multi-Cluster Environments
Elisa Drudi; Mirko Cavecchia; Mirko Mucciarini; Giuseppe Di Modica; Manuel Iori; Paolo Bellavista; Riccardo Lancellotti
Efficient Request Management in Data Center Elastic Optical Networks
Edson Adriel Rodrigues; Denis Lima Rosário; Eduardo Cerqueira; Helder May Nunes da Silva Oliveira
A Serverless Quantization-as-a-Service Model to Run Compression Jobs for Edge Intelligence
Danny De Novi; Pierluigi Dell’Acqua; Lorenzo Carnevale; Maria Fazio; Massimo Villari
MLCOps: a Platform to Support Cloud Continuum Machine Learning Operations
Andrea Sabbioni; Luca Serfilippi; Sofia Montebugnoli; Armir Bujari; Antonio Corradi
Scalable Deterministic Task Offloading and Resource Allocation in the IoT-Edge-Cloud Continuum
Keyvan Aghababaiyan; Baldomero Coll-Perales; Javier Gozalvez
Quantum and Next-Gen Communication (TC10)
Session Chair: TBA
Analysis of Eavesdropping Probability in QKD and Its Implications for Post-Processing Strategies
Yingjian Wang; Hilal Sultan Duranoglu Tunc; Yilun Hai; Riccardo Bassoli; Frank H.P. Fitzek
Key Management System for Continuous Variable Quantum Key Distribution
Samuel Leyikun Birhanu; Muhammad Idham Habibie; Riccardo Bassoli; Frank H.P. Fitzek
Robust Multimodal Information Bottleneck for Satellite-to-Ground Task-Oriented Communication
Jiayi Huang; Dingzhu Wen; Youlong Wu; Yuanming Shi; Ting Wang
Astraeus: Rapid Container Deployment with Lazy Pulling in Satellite Edge Cloud
Yuqi Yang; Peng Li
Routing in Memoryless Quantum Networks: a Lexicographic Approach with Fidelity Guarantee
Hilal Sultan Duranoglu Tunc; Milad Ghadimi; Riccardo Bassoli; Frank H.P. Fitzek
Exploring Communication Efficient Methods for Homomorphic Encryption Federated Learning
Yuri Dimitre D de Faria; Leandro Villas; Allan M de Souza
5G and Beyond 5G Networks (TC11)
Session Chair: TBA
Predictive OMS Switchover Towards Proactive Disaster Recovery in 5G Networks
Charles H. F. dos Santos; Augusto J. Venancio Neto; Ramon dos Reis Fontes; Roger Immich; Vicente Sousa; Helber Wagner Da Silva
ANFIS-Based Regression for vBS Computing Usage Prediction in Open Radio Access Networks
Víctor Vilchez; Edward Hinojosa; Robson E. De Grande; Carlos A. Astudillo
Predictive Dynamic Scheduling for Deterministic Communications in Beyond 5G
Syed Morsleen Riaz; Maria del Carmen Lucas-Estañ; Baldomero Coll-Perales; Javier Gozalvez
CP-OFDM PUSCH Model-Based Design for 5G New Radio Transmitter on ZCU216 RFSoC
James Craig; Louise Crockett; Robert Stewart; Ian Bowyer; Garrey Rice
Mobility-Oriented Virtual Cell Handover Management in 5G Vehicular Networks
Shajib Chowdhury; Mubashir Murshed; Rodolfo Meneguette; Robson E. De Grande
Optimizing Path Planning and VNF Allocation in 6G for Autonomous Vehicles: an Analysis of Rainbow-DQN Training Strategies
Carlos Ruiz-de-Mendoza; Cristina Cervelló-Pastor; Sebastià Sallent
Digital Twin and Advanced Concepts (TC12)
Session Chair: TBA
Price of Anarchy for Green Digital Twin Enabled Logistics
Manuele Favero; Chiara Schiavo; Alessandro Buratto; Leonardo Badia
Building Network Digital Twin Architectures from Architectural Representation
Silvio Russo; Isabella Marasco; Michele Colajanni
Multitask Age of Federated Information via Game Theoretic Distributed Control
Alessandro Buratto; Benedetta Picano; Leonardo Badia
A Dynamic Bayesian Deep Learning Approach to Structural Health Monitoring
Josafat Ribeiro Leal Filho; Alexander Kocian; Antônio Augusto Fröhlich; Stefano Chessa
Enabling Hardware-in-the-Loop for Digital Substations: Virtual Protection Tester
Arthur Albuquerque Zopellaro Soares; Paulo Henrique Barbosa de Souza Pinheiro; Bruno W. França; Yona Lopes; Natalia Fernandes; Debora Muchaluat-Saade
TADC-SBM: a Time-Varying, Attributed, Degree-Corrected Stochastic Block Model
Nelson A. R. A. Passos; Emanuele Carlini; Salvatore Trani
Network Performance and Measurement (TC13)
Session Chair: TBA
Performance Analysis of Live Streaming Controllers Using TCP and QUIC Transport Protocols
Ahmed Elgendy; Khaled Harfoush
HyPM: Hybrid Performance Metric Transmission in Low-Power Wireless Networks
Fabian Graf; Esteban Norena Arroyave; Thomas Watteyne; Michael Villnow
SkyNetPredictor: Network Performance Prediction in Avionic Communication Using AI
Hind Mukhtar; Raymond Schaub III; Melike Erol-Kantarci
Assessing the Performance of LiFi Wireless Networks Through Experimental Measurements
Angela Ungolo; Antonio Cisternino; Giuseppe Anastasi
Enhancing Internet Traffic Prediction Accuracy Using an Ensemble Approach with a Novel Weight Integration Method and Temporal Convolutional Networks
Jin-Xian Liu; Jenq-Shiou Leu
Data-Driven Joint Optimization of Channel Estimation and Signal Detection for Robust OFDM Receivers
Renwai Ou; Ruisi Li
IoT Security and Attacks (TC14)
Session Chair: TBA
Stratification and Profiling of IoT Botnet Variants
Michael Photiades; Mathew Woodyard; Hatem Aied Almazarqi; Angelos K. Marnerides
Dynamics of Large-Scale DDoS Attacks Orchestrated by IoT Botnets
Hatem Aied Almazarqi; Mathew Woodyard; Angelos K. Marnerides
Securing DevOps by Identifying the Most Common Vulnerabilities in CI/CD Pipelines
Luís M. G. Batista; Dinis B. Cruz; Dimitri A. Silva; João Rafael Almeida; José Luís Oliveirad
Exposing Data Poison Threats in Smart Home Recommendation Systems
Adriano H. O. Maia; Nilton F. S. Seixas; Claudio F. Dantas; Luiz G. S. Santos; Ivan Machado; Hérsio Iwamoto; Eduardo Almeida; Frederico Durão; Maycon Peixoto; Gustavo Bittencourt Figueiredo; Cassio Vinicius Serafim Prazeres; Bruno Pereira dos Santos
Insight of Command & Control Behavior: Identifying Red-Team Traffic from Sub-Flow Aspect
Qiang Wang; Gang Yang
How Risky is It? a Closer Look at Game anti-Cheat Software
Amanda Viescinski; Tiago Heinrich; Vinicius Fulber-Garcia; Carlos A Maziero
Network Programmability & Acceleration (TC15)
Session Chair: TBA
An eBPF-Based Programmable Network Architecture for OT Digital Resilience Use-Cases
Filip Holik; Simon Jouet; Dimitrios P Pezaros
Dataplane-Only DNS Caching in P4
Xicheng Li; Dimitrios P Pezaros
Farrow-Based True Time-Delay FPGA Wideband Digital Beamforming Architecture
Ryan Provan; Louise Crockett; Robert Stewart; Stephan Weiss
SV-NPR: an Open-Set RF Fingerprint Identification Framework Based on Siamese Network
Yutong Li; Yanli Liu; Junbo Su; Xinyu Yang; Xiaoqiang Di; Pei Xiao; Hui Qi
An Efficient and Resilience Mechanism for Immersive Service Using Microservice Chaining
Matheus Moraes de Brito; Rodrigo Flexa; Hugo Leonardo Melo dos Santos; Dario Vieira; Denis Lima Rosário; Eduardo Cerqueira
IRSA over Spreading Factors for Spatio-Temporal SIC in Scalable LoRaWAN IoT Networks
Nadjib Benserir; Yaya Etiabi; Essaid Sabir; El Mehdi Amhoud; Halima Elbiaze; Abdoulaye Baniré Diallo
Smart Systems and Urban Applications (TC16)
Session Chair: TBA
Evaluating Angle of Arrival and Distance with Ultra Wide Band Technology for Indoor Localization
Fabio Mavilia; Francesco Furfari; Paolo Barsocchi; Michele Girolami
Design and Implementation of Scalable and Low-Latency LoRaWAN IoT Architecture for Smart Cities
Andreani Christopoulou; George T. Karetsos; Fotios Gioulekas
Data-Driven Approaches for Bus Transportation Demand Forecasting: Enhancing Urban Mobility with Machine Learning Algorithms
Manuel Andruccioli; Giovanni Delnevo; Paola Salomoni; Roberto Girau; Silvia Mirri
Enhancing 2-Wheeler Safety Through Adaptive Data Management with Fuzzy Logic
Cláudio Asensio; Marcos Mendes; Pedro Rito; Duarte Raposo; Susana Sargento
Multipres: Recommender Platform for Smart Tourism
Bruno Lemos; Carlos Senna; Susana Sargento; Pedro Rito
On the 2-Wheelers Sensing for the Roads Safety
Edgar Sousa; Duarte Raposo; Pedro Rito; Susana Sargento
Poster Session
Poster: Low Cost Commercial O-RAN Instance for ISAC Use Cases: a Testbed Introduction
Seyed Mahdi Darroudi; Núria Domènech; Nupur Thakker; Cristian Armesto; Matteo Grandi
Poster: Performance Analysis of 5G O-RAN Fronthaul Beyond Theoretical Distance Limits
Jhonatan Brandel De Souza; Luis Gustavo Maciel Riveros; Weskley Maurício; Tiago Sutili; Carine Mineto; Júlia Aline Sousa Maciel; Francisco Hugo Costa, Neto; Maykon Silva
Poster: Performance Analysis of Data Packet Processing Modes and Data Packet Payload Size in 5G Open RAN Networks
Weskley Maurício; Thiago S Silva; Francisco Hugo Costa, Neto; Joao Gustavo Rodrigues De Oliveira; Maykon Silva
Day 3 (July 5)
Energy Efficiency and Resource Optimization (TC17)
Session Chair: TBA
AI-Driven Low-Cost Sensors for Wildfire Detection: Performance Issues and Energy Efficiency
Franklin Oliveira; Laercio Pioli; Douglas D J Macedo; Daniel G. Costa
TORNADO: TOSCA-Enabled Orchestration for RAN Network Functions Automating DevOps in O-Cloud
Sofia Montebugnoli; Elisa Drudi; Andrea Sabbioni; Giuseppe Di Modica; Luca Foschini
Predicting Transient Overloads Related to ADAS in Time-Sensitive Vehicular Networks
Josafat Leal Filho; Antônio Augusto Fröhlich; Leonardo Passig Horstmann; Jozimar Custodio
High-Level Power Control in Energy Harvesting and Wireless Power Transmission IoT Star Networks
Antonio Caruso; Stefano Chessa; Soledad Escolar; Fernando Rincón; Juan Carlos López
A High-Level Data Placement Approach for Load Balancing on Parallel File Systems
Eduardo C Inacio; Mario A R Dantas
Energy-Efficient Deep Learning for Traffic Classification on Microcontrollers
Adel Chehade; Edoardo Ragusa; Paolo Gastaldo; Rodolfo Zunino
Emerging Technologies and Concepts (TC18)
Session Chair: TBA
Next-Gen Space-Based Surveillance: Blockchain for Trusted and Efficient Debris Tracking
Nesrine Benchoubane; Nida Fidan; Gunes Karabulut Kurt; Enver Ozdemir
On the Impact of Marketplaces on the Availability of NFT Assets on the IPFS Network
Barbara Guidi; Andrea Michienzi; Leonardo Pasquale
Unlocking Advanced Graph Machine Learning Insights Through Knowledge Completion on Neo4j Graph Database
Rosario Napoli; Antonio Celesti; Massimo Villari; Maria Fazio
Multi-Cluster MLOps Platform for Industry 5.0
Lorenzo Colombi; Ion Boleac; Matteo Brina; Simon Dahdal; Mauro Tortonesi; Massimiliano Vignoli; Cesare Stefanelli
LOPRIVE: LOA-Based Priority-Driven Task Allocation in the Vehicular Edge
Douglas D Lieira; Matheus Sanches Quessada; Robson E. De Grande; Rodolfo Meneguette
Context-Aware Data Exchange in the Energy Sector: a Retrieval-Augmented Ontology Approach
Matheus B Jenevain; Milena Pinto; Laís
Network Orchestration and Management S2 (TC19)
Session Chair: TBA
DDPG-Based Automatic Antenna Tilt Angle Configuration with Counterfactual Explanations
Silvia Zandoli; Domenico Scotece; Luca Foschini
Dike: Deep Reinforcement Learning for Function Scheduling in SLO-Targeted Serverless Edge Computing
Chen Chen; Emanuele Carlini; Richard Mortier
Adaptive Multi-Connectivity Scheduling for Low-Latency, High-Reliability Communication in Dynamic Network Environments
Prince Jose; Marie-Theres Suer; Lars C Wolf; Sowmiya Sukumaran
SLO-Targeted Congestion Control with Deep Reinforcement Learning
Zihan Jia; Chen Chen; Lin Guan; John Woodward
OLEO: Optimizing LEO Satellites Offloading of Cloud-Edge Applications
Gabriel Prates; Diogo Mainart Monteiro; Pedro Henrique Sachete Garcia; Arthur Francisco Lorenzon; Fabio Diniz Rossi; Marcelo Caggiani Luizelli
RRC Signaling Storm Detection in O-RAN
Dang Kien Nguyen; Rim El Malki; Filippo Rebecchi
Federated Intelligence and Security in Distributed Systems (TC20)
Session Chair: TBA
Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning
Rabah Rahal; Abdelaziz Amara Korba; Yacine Ghamri-Doudane
DEDT: Concept Drift Detection with Difference Embedding and Drift Type Awareness
Hongwei Wu; Hong Zhang; Han Wang; Su Chen; Rong Yang; Xingyu Fu
Trust Management and Federated Resource Utilization in the Cloud Edge Computing Continuum
Mariem Aljene; Sofiane Messaoudi; Adlen Ksentini
MTDos-SDN: Moving Target Defense for Mitigating Distributed Denial Service in SDN
Gonçalo Pimenta; Bruno Miguel Sousa
Zero-Day Botnet Attack Detection in IoV: a Modular Approach Using Isolation Forests and Particle Swarm Optimization
Abdelaziz Amara Korba; Nour el islem Karabadji; Yacine Ghamri-Doudane
Poster Session
Poster: Evaluation of Energy Efficiency of 5G Open Radio Access Network
Weskley Maurício; Francisco Hugo Costa, Neto; Maykon Silva; Eduardo Melao; Fernanda Esteves Coelho Chaves
Poster: Evaluation of x86 and ARM Energy Efficiency for 5G Open RAN Deployment
Eduardo Melao; Mateus de Oliveira e Mattos; Bruna Do Nascimento Benevides; Luiz Henrique Martani e Silva; Elielder Belchior Melo; Fuad M Abinader, Jr; Weskley Maurício