DDoS attacks detection by using SVM on SDN networks.
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Updated
Nov 2, 2022 - Python
DDoS attacks detection by using SVM on SDN networks.
A system that could classify DNS, Telnet, Ping, Voice, Game, and Video traffic flows based on packet and byte information simulated by the Distributed Internet Traffic Generator (D-ITG) tool in an Software Defined Network (SDN) based network topology with Open vSwitch (OVS) using machine learning algorithms such as Logistic regression,K-Means cl…
Making a software defined datacenter. Which includes various virtual networks with mutiple network functions deployed on it. This includes SDN network deployed on real hardware.
Scripts to help debug OVS and OVN
This is my master's thesis project: "QoS implementation in Software Defined Network using Ryu Controller"
Telco pIPeline benchmarking SYstem
SDN Low-Cost Testbed For Saving Energy Applicationin Data Center Networks (ElasticTree)
An example of docker containers service function chaining deployment automated with one of cloud orchestrators
An OVS-DPDK telemetry exporter
A system that can employ machine learning methods involving logistic regression, K-Means clustering, KNN, SVC, Gaussian NB, and Random Forest Classifier to categorize DNS, Telnet, Ping, Voice, Game, and Video traffic flows based on packet and byte information.
Docker Plugin v2 Network Driver for Open Virtual Network (OVN)
The Fog Development Kit for Edge-Fog IoT Applications
This is a repository for SDN-based implementation of MPLS network with OVS and OpenFlow, and Network Virtualization using OpenDayLight controller for remote approaches
Plugins and utilities for network debugging based on insights-core
Create your own virtual networking lab
Additions to the mini-internet platform done as part of my bachelor thesis project
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