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06/04/2023
Characterizing the Role of Power Grids in Internet Resilience
Among critical infrastructures, power grids and communication infrastruc...
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02/27/2023
Nautilus: A Framework for Cross-Layer Cartography of Submarine Cables and IP Links
Submarine cables constitute the backbone of the Internet. However, these...
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02/27/2023
CrystalBox: Future-Based Explanations for DRL Network Controllers
Lack of explainability is a key factor limiting the practical adoption o...
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02/24/2023
Prioritized Trace Selection: Towards High-Performance DRL-based Network Controllers
Deep Reinforcement Learning (DRL) based controllers offer high performan...
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04/29/2020
Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling
The method of choice for parameter aggregation in Deep Neural Network (D...
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11/01/2018
Expander Datacenters: From Theory to Practice
Recent work has shown that expander-based data center topologies are rob...
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09/28/2018
cISP: A Speed-of-Light Internet Service Provider
Low latency is a requirement for a variety of interactive network applic...
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03/08/2018
TicTac: Accelerating Distributed Deep Learning with Communication Scheduling
State-of-the-art deep learning systems rely on iterative distributed tra...
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03/08/2018