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Author: Alessio Sacco
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Adaptive SDN Autoscaling via Generalizable Multi-Agent Reinforcement Learning with EAGLE
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Authors:
Doriana Monaco, Alessio Sacco, Flavio Esposito, Guido Marchetto
2026
IEEE Transactions on Network and Service Management
FLAG - Federated Learning with In-Network Aggregation
Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges
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Authors:
Alessio Sacco, Cristian Zilli, Guido Marchetto
2025
2025 IEEE 50th Conference on Local Computer Networks (LCN)
FLAG - Federated Learning with In-Network Aggregation
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning
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Authors:
Lorenzo Pappone, Alessio Sacco, Flavio Esposito
2025
USENIX Symposium on Networked Systems Design and Implementation (NSDI)
FLAG - Federated Learning with In-Network Aggregation
Online Reinforcement Learning From Existing Heuristics for TCP Congestion Control
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Authors:
Lorenzo Pappone, Alessio Sacco, Flavio Esposito
2026
IEEE Transactions on Networking
FLAG - Federated Learning with In-Network Aggregation
Privacy Analysis of Oblivious DNS over HTTPS: a Website Fingerprinting Study
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Authors:
Mohammad Amir Salari, Abhinav Kumar, Federico Rinaudi, Reza Tourani, Alessio Sacco, Flavio Esposito
2025
IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)
FLAG - Federated Learning with In-Network Aggregation
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