Publications
Queue-Mem: Energy-Efficient Hardware Storage for Advanced Network Function Acceleration
M. Scazzariello, T. Caiazzi, H. Ghasemirahni, D. Kostić, M. Chiesa
USENIX Symposium on Networked Systems Design and Implementation (NSDI). 2026.
RAG Against the Machine: Zero-Shot Software Vulnerabilities Classification using LLMs
E. Nordqvist, C. Wang, S. Ferlin, M. Scazzariello, M. Chiesa
2026 IEEE/ACM International Workshop on Large Language Models for Code (LLM4Code). 2026.
Toward Automated, Contamination-free Dafny Benchmark Generation
C. Wang, M. Scazzariello, D. Kostić, M. Chiesa
2026 Dafny Workshop. 2026.
Dissect-and-Restore: AI-based Code Verification with Transient Refactoring
C. Wang, M. Scazzariello, A. Alshnakat, R. Guanciale, D. Kostić, M. Chiesa
arXiv. 2025.
Can LLMs Forecast Internet Traffic from Social Media?
J. Langlet, M. Scazzariello, F. Luciani, M. Burocchi, D. Kostić, M. Chiesa
arXiv. 2025.
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues
D. Cipollone, C. Wang, M. Scazzariello, S. Ferlin, M. Izadi, D. Kostić, M. Chiesa
2025 IEEE/ACM International Workshop on Large Language Models for Code (LLM4Code). 2025.
Deriving Coding-Specific Sub-Models from LLMs using Resource-Efficient Pruning
L. Puccioni, A. Farshin, M. Scazzariello, C. Wang, M. Chiesa, D. Kostić
2025 IEEE/ACM International Workshop on Large Language Models for Code (LLM4Code). 2025.
In-Network Q-Learning-Based Packet Forwarding for Delay Sensitive Applications
M. Polverini, A. Cianfrani, M. Listanti, T. Caiazzi, M. Scazzariello
IEEE Network. 2025.
SRv6 Meets DetNet: A New Behavior for Low Latency and High Reliability
M. Polverini, A. Cianfrani, T. Caiazzi, M. Scazzariello
IEEE Journal on Selected Areas in Communications. 2025.
Deliberately Congesting a Switch for Better Network Functions Performance
M. Scazzariello, T. Caiazzi, M. Chiesa
P4 Workshop in Europe (EuroP4). 2024.
FAJITA: Stateful Packet Processing at 100 Million pps
H. Ghasemirahni, A. Farshin, M. Scazzariello, M. Chiesa, G. Maguire Jr, D. Kostić
2024 ACM Conference on emerging Networking EXperiments and Technologies (CoNEXT). 2024.
Achieving Best-path Selection at Line Rate through the SRv6 Live-Live Behavior
M. Polverini, A. Cianfrani, T. Caiazzi, M. Scazzariello, A. Abdelsalam, C. Filsfils, P. Camarillo
2024 IEEE/IFIP Network Operations and Management Symposium (NOMS). 2024.
NetConfEval: Can LLMs Facilitate Network Configuration?
C. Wang, M. Scazzariello, A. Farshin, S. Ferlin, D. Kostić, M. Chiesa
ACM Conference on emerging Networking EXperiments and Technologies (CoNEXT). 2024.
Deploying Stateful Network Functions Efficiently using Large Language Models
H. Ghasemirahni, A. Farshin, M. Scazzariello, M. Chiesa, D. Kostić
4th Workshop on Machine Learning and Systems (EuroMLSys). 2024.
Toward GPU-centric Networking on Commodity Hardware
M. Girondi, M. Scazzariello, G. Maguire Jr, D. Kostić
7th International Workshop on Edge Systems, Analytics and Networking (EdgeSys). 2024.
Millions of Low-latency State Insertions on ASIC Switches
T. Caiazzi, M. Scazzariello, M. Chiesa
ACM Conference on emerging Networking EXperiments and Technologies (CoNEXT). 2023.
Making Network Configuration Human Friendly
C. Wang, M. Scazzariello, A. Farshin, D. Kostić, M. Chiesa
arXiv. 2023.
Nesting Containers for Faithful Datacenters Emulations
T. Caiazzi, M. Scazzariello, S. Quinzi, L. Ariemma, M. Patrignani, G. Di Battista
IEEE/IFIP Network Operations and Management Symposium (NOMS). 2023.
A High-Speed Stateful Packet Processing Approach for Tbps Programmable Switches
M. Scazzariello, C. Tommaso, H. Ghasemirahni, T. Barbette, D. Kostić, M. Chiesa
USENIX Symposium on Networked Systems Design and Implementation (NSDI). 2023.
Sibyl: a Framework for Evaluating the Implementation of Routing Protocols in Fat-Trees
T. Caiazzi, M. Scazzariello, L. Alberro, L. Ariemma, A. Castro, E. Grampin, G. Di Battista
IEEE/IFIP Network Operations and Management Symposium (NOMS). 2022.
Megalos: A Scalable Architecture for the Virtualization of Large Network Scenarios
M. Scazzariello, L. Ariemma, G. Di Battista, M. Patrignani
MDPI Future Internet. 2021.
VFTGen: a Tool to Perform Experiments in Virtual Fat Tree Topologies
T. Caiazzi, M. Scazzariello, L. Ariemma
IFIP/IEEE International Symposium on Integrated Network Management (IM). 2021.
MRT#: a Fast Multi-Threaded MRT Parser
L. Ariemma, M. Scazzariello, T. Caiazzi
IFIP/IEEE International Symposium on Integrated Network Management (IM). 2021.
Kathará: A Lightweight Network Emulation System
M. Scazzariello, L. Ariemma, T. Caiazzi
IEEE/IFIP Network Operations and Management Symposium (NOMS). 2020.
