Machine learning – Network traffic classification using weka

Overview This post is about how to classify network traffic captured from wireshark using weka machine learning algorithm. I tried few other methods like nltk,sckikit,python scripts with naive bayes implementation and finally decided to use weka mainly because of its simplicity,easy to use and also because it is written in java so it is easier to integrate with other java applications(which is i am planning to do).You can check my github machine learning project page for the other methods i tried. ...

October 7, 2017 · 4 min · Vignesh Ragupathy

Network teaming – RHEL7

Introduction Linux Bonding driver The Linux bonding driver provides a method for aggregating multiple network interface controllers (NICs) into a single logical bonded interface of two or more so-called (NIC) slaves. The majority of modern Linux distributions (distros) come with a Linux kernel which has the Linux bonding driver (bonding)integrated as a loadable kernel module. We can check the bonding module by [[email protected] ~]# lsmod |grep bonding bonding 142537 0 Linux Teaming driver The Linux Team driver provides an alternative to bonding driver. it has actually been designed to solve the same problem(s) using a wholly different design and different approach; an approach where special attention was paid to flexibility and efficiency. The best part is that the configuration, management, and monitoring of team driver is significantly improved with no compromise on performance, features, or throughput.The main difference is that Team driver kernel part contains only essential code and the rest of the code (link validation, LACP implementation, decision making, etc.) is run in userspace as a part of teamd daemon. ...

October 7, 2017 · 7 min · Vignesh Ragupathy

Glusterfs ha storage with Raspberrypi

Overview This post is about how to create a high available redundant storage (Glusterfs replicated volume) from Raspberrypi and a centos server. This is just for fun project, which i am experimenting with my new raspberrypi 2 device. This is not a perfect setup, like i am using a 2 nodes replicated volume without quorom,created brick from ext3 filesystem and on root directory etc.Do not use this setup in production 🙂 ...

October 1, 2017 · 4 min · Vignesh Ragupathy