QualITA 2025
QualITA 2025: The Fourth Conference on System and Service Quality

Table of Contents

• Preface
  Summary: There were 23 papers submitted for peer-review to this workshop. Out of these, 11 papers were accepted for this volume, 10 as regular papers and 1 as short papers.

• The next generation of SNNs, energy effectiveness and memory optimisation (invited paper)
  Max Talanov
• Italian Communication Regulatory Authority (AGCOM): Quality of networks and video streaming services (invited paper)
  Giovanni Santella , Mirko Pellegrino
• Addressing QoS in Kubernetes Pods Autoscaling
  Jiregna Abdissa Olana , Maurizio Giacobbe , Sarah Zanafi , Antonio Puliafito
• Towards AI Agents for Selecting Architectural Patterns in Federated Learning Systems
  Ivan Compagnucci , Catia Trubiani
• QMetric: Benchmarking Quantum Neural Networks Across Circuits, Features, and Training Dimensions
  Silvie Illésová , Tomasz Rybotycki , Martin Beseda
• Towards Trustworthy AI in Critical Systems: From Evaluation Criteria to Metric-Based Risk Assessment
  Marco De Santis , Christian Esposito
• On the analysis of quality for data lifecycle models
  Mauro Iacono , Michele Mastroianni , Christian Riccio , Bruna Viscardi
• Using Rewriting Systems for Performance Analysis
  Lorenzo Capra , Marco Gribaudo , Mauro Iacono , Michael Köhler-Bußmeier
• Quantifying Cybersecurity–QoS Trade-Offs in Smart Hospitals: A Comparative Study Using CSPNs and Markovian Agent Models
  Enrico Barbierato , Alice Gatti , Marco Gribaudo , Mauro Iacono
• Teaching scheduling and routing algorithms through animations with the JMCH component of JMT
  Marco Gribaudo , Giuseppe Serazzi , Lorenzo Torri
• Quantity, Quality, and Quantum Perspectives in Data-Driven Cybersecurity
  Mansur Ziiatdinov , Salvatore Distefano
• Symbolic structural techniques improving the analysis of Stochastic Symmetric Nets
  Lorenzo Capra , Massimiliano De Pierro , Giuliana Franceschinis
• Real-Time QoE Assessment of Video Streaming based on ITU-T P.1203
  Valerio Triolo , Marco Scarpa , Salvatore Serrano , Salvatore Distefano