Cost-aware network traffic analysis

Traffic Refinery Overview

Traffic Refinery is a cost-aware network traffic analysis library implemented in Go

For a project overview, installation information, and detailed usage information please visit Traffic Refinery's project homepage

Installation

Supported Operating Systems

  • Debian Linux
  • macOS
  • The library should work in Windows, too, but has not being tested

Dependencies

Citing Traffic Refinery

@article{10.1145/3491052,
    author = {Bronzino, Francesco and Schmitt, Paul and Ayoubi, Sara and Kim, Hyojoon and Teixeira, Renata and Feamster, Nick},
    title = {Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic},
    year = {2021},
    issue_date = {December 2021},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    volume = {5},
    number = {3},
    url = {https://doi.org/10.1145/3491052},
    doi = {10.1145/3491052},
    journal = {Proc. ACM Meas. Anal. Comput. Syst.},
    month = {dec},
    articleno = {40},
    numpages = {24}
}
Owner
null
https://github.com/traffic-refinery/traffic-refinery https://traffic-refinery.github.io/
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Comments
  • Issue with installing from source

    Issue with installing from source

    What's up?

    Hello, I attempted to use this repo to build the traffic refinery tools from source. But I am facing an issue with installation of GO. When installing go with sudo apt install golang, it install the previous version of Go (1.13) and I am not able to clone the repo. I got the following with go get command

    can't load package https://github.com/traffic-refinery/traffic-refinery: no Go files in $GOHOME/src/github.com/traffic-refinery/traffic-refinery

    If I go ahead and continue installation, I will get an error with make

    #github.com/traffic-refinery/traffic-refinery/internal/network
internal/network/traffic-generator.go:67:14: ip.DstIP.IsPrivate undefined (type net.IP has no field or method IsPrivate)
note: module requires Go 1.16
make: *** [Makefile:2 : all] Erreur 2

    I try to install Go with instructions on Go Page. It will install the version 1.18. But with this, go get is deprecated and we must use go install instead. This command outputs:

    go: github.com/traffic-refinery/traffic-refinery@latest: module github.com/traffic-refinery/traffic-refinery@latest found (v0.0.0-20220126095304-2d2217d17f59) but does not contain package github.com/traffic-refinery/traffic-refinery

    Do you have any solution regarding this ? Thank you.

    PS: I am using Ubuntu 20.04.

    Due diligence

    • [X] I have read the docs
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