Machine Learning in Traffic Classification of SDN Network | Ahmed Khan | University of Toronto

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  • เผยแพร่เมื่อ 8 ม.ค. 2025

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  • @bashirmohd4713
    @bashirmohd4713 5 ปีที่แล้ว +1

    Excellent Job. clearly explained.

  • @ytg6663
    @ytg6663 3 ปีที่แล้ว +1

    Sir how may i contact you

  • @gunavathiema7593
    @gunavathiema7593 3 ปีที่แล้ว

    Hi.. This is not on mininet ?

  • @aisha555ms2000
    @aisha555ms2000 3 ปีที่แล้ว

    How can apply to blockchain

  • @lotfikamel5947
    @lotfikamel5947 4 ปีที่แล้ว

    Can i have the trafic collector script

  • @firsttime-es9vt
    @firsttime-es9vt 2 ปีที่แล้ว

    Where file script_file_telnet?

  • @vishnutejases3498
    @vishnutejases3498 5 ปีที่แล้ว +2

    Can anyone tell me how can I get datasets....

    • @RanaAhmed-ed6tv
      @RanaAhmed-ed6tv 4 ปีที่แล้ว

      +1

    • @hazi620
      @hazi620 4 ปีที่แล้ว

      Can you share with me when you can get dataset?

  • @nadirarfi2342
    @nadirarfi2342 4 ปีที่แล้ว

    how did you generate datasets?

    • @ytg6663
      @ytg6663 3 ปีที่แล้ว

      Did you get way how he did it????

  • @artwa8475
    @artwa8475 4 ปีที่แล้ว

    Hi, Nice work!

    • @artwa8475
      @artwa8475 4 ปีที่แล้ว

      Trying to reproduce junyper (using it first time actually)
      Not sure how it supposed to be declared
      Getting these errors
      1 - : NameError Traceback (most recent call last)
      in
      18
      19 # Filter warnings
      ---> 20 warnings.filterwarnings('ignore') #filter warnings
      21 # Show plots inline
      22 get_ipython().run_line_magic('matplotlib', 'inline')
      NameError: name 'warnings' is not defined
      2- NameError Traceback (most recent call last)
      in
      ----> 1 y_codes.tolist().count(0) #DNS
      NameError: name 'y_codes' is not defined

    • @李文婧-o1v
      @李文婧-o1v 4 ปีที่แล้ว

      @@artwa8475 me,too.how do you deal with it

  • @emmanuelsheshi1553
    @emmanuelsheshi1553 3 ปีที่แล้ว

    thanks so much

  • @RockBottom45
    @RockBottom45 5 ปีที่แล้ว

    Is it possible to provide your python files? Sounds very good!

    • @khan.ahmedali
      @khan.ahmedali  5 ปีที่แล้ว +2

      Here is the git page with source code: github.com/a9khan/trafficclassifier

  • @WasimAkram-vq5if
    @WasimAkram-vq5if 3 ปีที่แล้ว

    informative

  • @sameer43786
    @sameer43786 5 ปีที่แล้ว

    Hi, how to get simulation environment? any help please?

    • @khan.ahmedali
      @khan.ahmedali  5 ปีที่แล้ว

      I used virtual box on my laptop. You can use any cloud environment.

    • @sameer43786
      @sameer43786 5 ปีที่แล้ว

      @@khan.ahmedali I am also using virtual box, but I asked for any step by step tutorials to follow and complete the simulation please?

    • @khan.ahmedali
      @khan.ahmedali  5 ปีที่แล้ว

      @@sameer43786 no sorry I don't have any

    • @sameer43786
      @sameer43786 5 ปีที่แล้ว

      @@khan.ahmedali sharing the knowledge will increase it more and not decrease...

    • @khan.ahmedali
      @khan.ahmedali  5 ปีที่แล้ว +5

      @@sameer43786 agreed. That's why they created Google :)

  • @andrecedricbessala7580
    @andrecedricbessala7580 2 ปีที่แล้ว

    Hi,
    already thank you and congratulations for your work. This video is of particular interest to me because I am a research master student at the university of yaounde and for my research theme I am working on traffic classification in a programmable wireless mesh network (wmSDN), I use the mininet-wifi platform for my network simulation and the ryu controller. I have taken your traffic data collection code simple_monitor_AK.py and after generating the traffic with the DITG tool I want to collect it to form my training data Except that when I launch the command : ryu-manager --verbose simple_monitor_AK I have the error: ModuleNotFoundError: Nomodule named 'simple_monitor_AK' I don't know if there is a preliminary configuration to do in Ryu before launching this command ?
    I really need your help and guidance on what this error is due to?
    And also if it's possible for me to have your email, Thanks in advance