Juniper Networks, Inc.

Kihwan Han

Patrick Timmons

Kaushik Adesh Agrawal

Monimoy Deb Purkayastha

Patrick John Melampy

Ajit Krishna Patankar

A device may receive network traffic data that includes network traffic packet sizes, and may transform the network traffic data into transformed data. The device may process the transformed data, with a machine learning model, to generate an embedding, and may obtain a similarity metric for the embedding. The device may create a graph with nodes and edges based on the embedding and the similarity metric, and may process the graph, with a community detection model, to identify network traffic categories for the network traffic data. The device may perform one or more actions based on the network traffic categories.

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Pleasanton, CA, United States of America

Kihwan Han