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09/09/2023
Toward Reproducing Network Research Results Using Large Language Models
Reproducing research results in the networking community is important fo...
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11/11/2022
Lamda: The Last Mile of the Datacenter Network Does matter
In this paper, we conduct systematic measurement studies to show that th...
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05/16/2022
Switch as a Verifier: Toward Scalable Data Plane Checking via Distributed, On-Device Verification
Data plane verification (DPV) is important for finding network errors. C...
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02/06/2022
IVeri: Privacy-Preserving Interdomain Verification
In an interdomain network, autonomous systems (ASes) often establish pee...
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01/29/2022
Achieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions
Distributed machine learning (DML) over time-varying networks can be an ...
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11/21/2021
Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning
Steiner Tree Problem (STP) in graphs aims to find a tree of minimum weig...
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09/18/2021
Toward Efficient Federated Learning in Multi-Channeled Mobile Edge Network with Layerd Gradient Compression
A fundamental issue for federated learning (FL) is how to achieve optima...
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05/22/2020