Search Results for author: Jingjie Zhu

Found 4 papers, 1 papers with code

Proactive Network Maintenance using Fast, Accurate Anomaly Localization and Classification on 1-D Data Series

no code implementations17 Jul 2020 Jingjie Zhu, Karthik Sundaresan, Jason Rupe

Proactive network maintenance (PNM) is the concept of using data from a network to identify and locate network faults, many or all of which could worsen to become service failures.

Management

Intelligent Bandwidth Allocation for Latency Management in NG-EPON using Reinforcement Learning Methods

no code implementations21 Jan 2020 Qi Zhou, Jingjie Zhu, Junwen Zhang, Zhensheng Jia, Bernardo Huberman, Gee-Kung Chang

A novel intelligent bandwidth allocation scheme in NG-EPON using reinforcement learning is proposed and demonstrated for latency management.

Management reinforcement-learning +1

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