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Author: Lorenzo Pappone
70550067-ff2b-49d7-bfd3-dfb2de47229d
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Adaptive Management of Control and Data Planes for Network Traffic Engineering
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Authors:
Lorenzo Pappone
2026
Ph.D. Dissertation, Saint Louis University
Ditributed ML test
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
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