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Linux Drivers 1 - 2018

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Kernel

A kernel is an OS. In general, the OS is used to denote the entire package that controls resources of a computer such as GUI, file utilities, and command-line interpreters.


A kernel is a small version of OS, and it is a resource manager. Whether the resource being managed is a process, memory, or hardware device, the kernel manages the access to the resource between multiple competing users (both in the kernel and in user space).

Even though we can run a program without a kernel, but the very presence of a kernel greatly reduces the complexity of writing a program or using other programs. In other words, it increases the power and flexibility by providing a software layer to manage the limited resource of a machine. - from The Linux Programming Interface.

The Linux kernel executable typically resides at the pathname /boot/vmlinuz, or something similar (Fedora 18, it's /boot/vmlinuz-3.6.10-4.fc18.x86_64).



linux kernel

CPU can typically have at least two different modes: user mode and kernel mode. Hardware instructions allow switching from one mode to the other. Areas of virtual memory can be divided as user space or kernel space.

When running in user mode, the CPU can access only memory that is in user space, and attempting access memory in kernel space may result in a hardware exception. However, when running in kernel mode, the CPU can access both user and kernel memory space.

  1. User Space
    This is where the user applications are executed.

    1. GNU Library
      This provides the system call interface that connects to the kernel and provides the mechanism to transition between the user-space application and the kernel.

      1. This is important because the kernel and user application occupy different protected address spaces.
      2. While each user-space process occupies its own virtual address space, the kernel occupies a single address space.

  2. Kernel Space
    The Linux kernel can be further divided into three levels.

    1. At the top is the system call interface, which implements the basic functions such as read and write.
    2. Below the system call interface is the kernel code, which can be more accurately defined as the architecture-independent kernel code. This code is common to all of the processor architectures supported by Linux.
    3. Below this is the architecture-dependent code, which forms what is more commonly called a BSP (Board Support Package). This code serves as the processor and platform-specific code for the given architecture.



The kernel is layered into a number of distinct subsystems.

linux kernel2

  1. System Call Interface, API
    Processes can request the kernel to do various tasks using kernel entry points which is known as system calls. This is a thin layer that provides the means to perform function calls from user space into the kernel.

  2. Process Management

    A computer has one or more CPUs which execute program instructions. Linux OS is a preemptive multitasking OS. Multitasking means multiple processes can reside in memory simultaneously. Preemptive means that scheduling is determined by the kernel process scheduler rather than by the process themselves. - from The Linux Programming Interface.

    Process management is focused on the execution of processes. In the kernel, these are called threads and represent an individual virtualization of the processor (thread code, data, stack, and CPU registers). In user space, the term process is typically used, though the Linux implementation does not separate the two concepts (processes and threads). The kernel provides an application program interface (API) through the SCI to create a new process (fork, exec, or Portable Operating System Interface [POSIX] functions), stop a process (kill, exit), and communicate and synchronize between them (signal, or POSIX mechanisms).

    Also in process management is the need to share the CPU between the active threads. The kernel implements a novel scheduling algorithm that operates in constant time, regardless of the number of threads vying for the CPU. This is called the O(1) scheduler, denoting that the same amount of time is taken to schedule one thread as it is to schedule many. The O(1) scheduler also supports multiple processors (called Symmetric MultiProcessing, or SMP).

  3. Memory Management
    Another important resource that's managed by the kernel is memory. For efficiency, given the way that the hardware manages virtual memory, memory is managed in what are called pages (4KB in size for most architectures). Linux includes the means to manage the available memory, as well as the hardware mechanisms for physical and virtual mappings.

    Here is the technique that Linux employs:

    1. Processes are isolated from one another and from the kernel, so that one process cannot read or modify the memory of another process or the kernel.
    2. Only part of a process needs to be kept in memory, which can leads to effective CPU use.

    But memory management is much more than managing 4KB buffers. Linux provides abstractions over 4KB buffers, such as the slab allocator. This memory management scheme uses 4KB buffers as its base, but then allocates structures from within, keeping track of which pages are full, partially used, and empty. This allows the scheme to dynamically grow and shrink based on the needs of the greater system.

    Supporting multiple users of memory, there are times when the available memory can be exhausted. For this reason, pages can be moved out of memory and onto the disk. This process is called swapping because the pages are swapped from memory onto the hard disk.

  4. File Systems
    The file system provides a common interface abstraction for file systems. It provides a switching layer between the SCI and the file systems supported by the kernel.

  5. Device Drivers
    The kernel provides programs with a interface that standardizes and simplified access to the devices (monitors, keyboards, disk, mice, and so on). The vast majority of the source code in the Linux kernel exists in device drivers that make a particular hardware device usable. The Linux source tree provides a drivers subdirectory that is further divided by the various devices that are supported, such as Bluetooth, I2C, serial, and so on.

  6. Networking
    The kernel transmits and receives network messages on behalf of user processes including routing network packets to target system. The network stack, by design, follows a layered architecture modeled after the protocols themselves. Internet Protocol (IP) is the core network layer protocol that sits below the transport protocol (most commonly the Transmission Control Protocol, or TCP). Above TCP is the sockets layer, which is invoked through the System Call Interface.

    The sockets layer is the standard API to the networking subsystem and provides a user interface to a variety of networking protocols. From raw frame access to IP protocol data units (PDUs) and up to TCP and the User Datagram Protocol (UDP), the sockets layer provides a standardized way to manage connections and move data between endpoints.



My First Driver

In this section, we will see how to develop our first Linux device driver, which will be introduced in the kernel as a module.

I'm using kernel 2.6.18:

$ uname -r
2.6.18-164.11.1.el5

Just out of curiosity, we can go into that directory, and open up Makefile:

VERSION = 2
PATCHLEVEL = 6
SUBLEVEL = 18
EXTRAVERSION = -164.11.1.el5
RHEL_MAJOR = 5
RHEL_MINOR = 4

We'll discuss what are those later.

Let's make a working directory, mydev, and make my_driver.c:

#include <linux/module.h>

MODULE_LICENSE("Dual BSD/GPL");

Makefile looks like this:

obj-m := my_driver.o

Put those two files into current working directory, mydev, in which we will build our module.

$ pwd
/home/khong/mydev

One of the special thing about kernel makefile: we can have the kernel headers and source somewhere else and work in our own directory with just our source code, but build our module for the running kernel. If we want to modify some pre-existing kernel module we can download the kernel source code and copy the modules *.c to our working directory:

$ ls
Makefile  my_driver.c


Compiling

It's necessary to compile the module using the same kernel that we're going to load and use the module with.

The make command required to build our module would be:

$ make -C /usr/src/kernels/2.6.18-164.11.1.el5-i686 M=~/mydev modules
make: Entering directory `/usr/src/kernels/2.6.18-164.11.1.el5-i686'
  CC [M]  /home/khong/mydev/my_driver.o
  Building modules, stage 2.
  MODPOST
  CC      /home/khong/mydev/my_driver.mod.o
  LD [M]  /home/khong/mydev/my_driver.ko
make: Leaving directory `/usr/src/kernels/2.6.18-164.11.1.el5-i686'

Let's look at the working directory to see what files have been made:

$ ls
Makefile        Module.symvers  my_driver.ko     my_driver.mod.o
Module.markers  my_driver.c     my_driver.mod.c  my_driver.o

The most important file we are looking for is the *.ko file, or kernel object file. This is the file that we can load into our running kernel using modprobe or insmod.

This simple module belongs to kernel space and will form part of it once it's loaded.



Loading and unloading

After the module is built, we can load it into the kernel. The insmod does the job for us. The program loads the module code and data into the kernel, which, in turn, performs a function similar to that of ld. In other words, it links any unresolved symbol in the module to the symbol table of the kernel.

In user space, we can load the module as root by typing the following into the command line:

# /sbin/insmod my_driver.ko

We may use modprobe instead of insmod. Like insmod, modprobe loads a module into the kernel. It differs in that it will look at the module to be loaded to see whether it references any symbols that are not currently defined in the kernel.

It is possible to check that the module has been loaded correctly by looking at the list of modules currently loaded in the kernel:

# /sbin/lsmod
Module                  Size  Used by
my_driver               5248  0
iptable_filter          7105  0
ip_tables              17029  1 iptable_filter
nfs                   229825  2
fscache                20321  1 nfs
nfsd                  204337  17
exportfs                9665  1 nfsd
nfs_acl                 7617  2 nfs,nfsd
auth_rpcgss            43105  1 nfsd
....
usb_storage            77473  0
mptsas                 37321  2
mptscsih               37825  1 mptsas
mptbase                80517  2 mptsas,mptscsih
scsi_transport_sas     30529  1 mptsas
sd_mod                 25281  3
ext3                  125001  2
jbd                    57065  1 ext3
uhci_hcd               25421  0
ohci_hcd               24553  0
ehci_hcd               33869  0

Modules can be removed from the kernel with the rmmod command:

# /sbin/rmmod my_driver

Then, by issuing the lsmod command again, we can verify that the module is no longer in the kernel:

# /sbin/lsmod
Module                  Size  Used by
iptable_filter          7105  0
ip_tables              17029  1 iptable_filter
...


Special Device Files

Over the years, Unix systems have supported a handful of different special files. Linux supports four:

  1. block device files
  2. character device files
  3. named pipes
  4. Unix domain sockets

Device access in Unix systems is performed via device files. The device files may be opened, read from, and written to, allowing user space to access and manipulate devices on the system.

A character device is accessed as a linear queue of bytes. The device driver places bytes onto the queue, one by one, and user space reads the bytes in the order that they were placed on the queue. A keyborad is an example of a character device. When there are no more characters left to read, the device returns end-of-file (EOF). Character devices are accessed via character device files.

I'll start off from char drivers since they are easier to understand than block drivers or network drivers.

A block device is accessed by an array of bytes. The device driver maps the bytes over a seekable device, and user space is free to access any valid bytes in the array in any order. Hard disks, cd-rom etc. are examples of block devices. They are accessed via block device files.

Named pipes are an interprocess communications (IPC) mechanism that provides a communication channel over a file descriptor, accessed via a special file. Regular pipes are the method used to pipe the output of one program into the input of another; they are created in memory via a system call, and do not exist on any file system. Named pipes act like regular pipes, but are accessed via a file, called a FIFO special file. Unrelated processes can access this file and communicate.

Sockets are the final type of special file. Sockets are an advance form of IPC that allow for communication between two different processes, not only on the same machine but on two different machines. Actually, sockets form the basis of network and internet programming. They come in multiple varieties, including the Unix domain socket, which is the form of socket used for communication within the local machine. Whereas sockets communicating over the internet might use a hostname and port pair for identifying the target of communication, Unix domain sockets use a special file residing on a file system, often simply called a socket file.



Char Drivers

This section will be based on a real device driver, scull (Simple Character Utility for Loading Localities). It is a char driver that works on a memory, allocated from the kernel as if it were a device. The scull is useful to demonstrate the interface between the kernel and char drivers.

Char devices are accessed through names in the filesystem, and they are called device files or nodes of the filesystem tree.

Let's do back to device thing, issue ls -l against /dev:

crw------- 1 root root  10,   62 Aug 16  2010 autofs
...
crw-rw-rw- 1 root root   1,    3 Aug 16  2010 null
...
crw-rw---- 1 root tty    4,    9 Aug 16  2010 tty1
...
crw-rw---- 1 root uucp   4,   64 Aug 16  2010 ttyS0
...
crw------- 1 vcsa tty    7,  128 Aug 16  2010 vcsa
crw------- 1 vcsa tty    7,  129 Aug 16  2010 vcsa1
...
crw-rw-rw- 1 root root   1,    5 Aug 16  2010 zero

The char drivers are identified by a c in the first column while block devices are identified by a b.

There are two numbers separated by a comma, and these numbers are the major and minor device number for the device. The major numbers are 1,4,7, and 10, while the minors are 1,3,5,62,64,128, and 129.

The major number identifies the driver associated with the device. /dev/null and /dev/zero/ are managed by driver1, while virtual consoles and serial terminals are managed by driver 4. vsca and vsca1 devices are managed by driver 7.

The minor number is used by the kernel to determine which device is being referred to.




Linux - system, cmds & shell

  1. Linux Tips - links, vmstats, rsync
  2. Linux Tips 2 - ctrl a, curl r, tail -f, umask
  3. Linux - bash I
  4. Linux - bash II
  5. Linux - Uncompressing 7z file
  6. Linux - sed I (substitution: sed 's///', sed -i)
  7. Linux - sed II (file spacing, numbering, text conversion and substitution)
  8. Linux - sed III (selective printing of certain lines, selective definition of certain lines)
  9. Linux - 7 File types : Regular, Directory, Block file, Character device file, Pipe file, Symbolic link file, and Socket file
  10. Linux shell programming - introduction
  11. Linux shell programming - variables and functions (readonly, unset, and functions)
  12. Linux shell programming - special shell variables
  13. Linux shell programming : arrays - three different ways of declaring arrays & looping with $*/$@
  14. Linux shell programming : operations on array
  15. Linux shell programming : variables & commands substitution
  16. Linux shell programming : metacharacters & quotes
  17. Linux shell programming : input/output redirection & here document
  18. Linux shell programming : loop control - for, while, break, and break n
  19. Linux shell programming : string
  20. Linux shell programming : for-loop
  21. Linux shell programming : if/elif/else/fi
  22. Linux shell programming : Test
  23. Managing User Account - useradd, usermod, and userdel
  24. Linux Secure Shell (SSH) I : key generation, private key and public key
  25. Linux Secure Shell (SSH) II : ssh-agent & scp
  26. Linux Secure Shell (SSH) III : SSH Tunnel as Proxy - Dynamic Port Forwarding (SOCKS Proxy)
  27. Linux Secure Shell (SSH) IV : Local port forwarding (outgoing ssh tunnel)
  28. Linux Secure Shell (SSH) V : Reverse SSH Tunnel (remote port forwarding / incoming ssh tunnel) /)
  29. Linux Processes and Signals
  30. Linux Drivers 1
  31. tcpdump
  32. Linux Debugging using gdb
  33. Embedded Systems Programming I - Introduction
  34. Embedded Systems Programming II - gcc ARM Toolchain and Simple Code on Ubuntu/Fedora
  35. LXC (Linux Container) Install and Run
  36. Linux IPTables
  37. Hadoop - 1. Setting up on Ubuntu for Single-Node Cluster
  38. Hadoop - 2. Runing on Ubuntu for Single-Node Cluster
  39. ownCloud 7 install
  40. Ubuntu 14.04 guest on Mac OSX host using VirtualBox I
  41. Ubuntu 14.04 guest on Mac OSX host using VirtualBox II
  42. Windows 8 guest on Mac OSX host using VirtualBox I
  43. Ubuntu Package Management System (apt-get vs dpkg)
  44. RPM Packaging
  45. How to Make a Self-Signed SSL Certificate
  46. Linux Q & A
  47. DevOps / Sys Admin questions








Ph.D. / Golden Gate Ave, San Francisco / Seoul National Univ / Carnegie Mellon / UC Berkeley / DevOps / Deep Learning / Visualization

YouTubeMy YouTube channel

Sponsor Open Source development activities and free contents for everyone.

Thank you.

- K Hong







Linux - system, cmds & shell programming



Linux Tips - links, vmstats, rsync

Linux Tips 2 - ctrl a, curl r, tail -f, umask

Linux - bash I

Linux - bash II

Linux - Uncompressing 7z file

Linux - sed I (substitution: sed 's///', sed -i)

Linux - sed II (file spacing, numbering, text conversion and substitution)

Linux - sed III (selective printing of certain lines, selective definition of certain lines)

Linux - 7 File types : Regular, Directory, Block file, Character device file, Pipe file, Symbolic link file, and Socket file

Linux shell programming - introduction

Linux shell programming - variables and functions (readonly, unset, and functions)

Linux shell programming - special shell variables

Linux shell programming : arrays - three different ways of declaring arrays & looping with $*/$@

Linux shell programming : operations on array

Linux shell programming : variables & commands substitution

Linux shell programming : metacharacters & quotes

Linux shell programming : input/output redirection & here document

Linux shell programming : loop control - for, while, break, and break n

Linux shell programming : string

Linux shell programming : for-loop

Linux shell programming : if/elif/else/fi

Linux shell programming : Test

Managing User Account - useradd, usermod, and userdel

Linux Secure Shell (SSH) I : key generation, private key and public key

Linux Secure Shell (SSH) II : ssh-agent & scp

Linux Secure Shell (SSH) III : SSH Tunnel as Proxy - Dynamic Port Forwarding (SOCKS Proxy)

Linux Secure Shell (SSH) IV : Local port forwarding (outgoing ssh tunnel)

Linux Secure Shell (SSH) V : Reverse SSH Tunnel (remote port forwarding / incoming ssh tunnel) /)

Linux Processes and Signals

Linux Drivers 1

tcpdump

Linux Debugging using gdb

Embedded Systems Programming I - Introduction

Embedded Systems Programming II - gcc ARM Toolchain and Simple Code on Ubuntu/Fedora

LXC (Linux Container) Install and Run

Linux IPTables

Hadoop - 1. Setting up on Ubuntu for Single-Node Cluster

Hadoop - 2. Runing on Ubuntu for Single-Node Cluster

ownCloud 7 install

Ubuntu 14.04 guest on Mac OSX host using VirtualBox I

Ubuntu 14.04 guest on Mac OSX host using VirtualBox II

Windows 8 guest on Mac OSX host using VirtualBox I

Ubuntu Package Management System (apt-get vs dpkg)

RPM Packaging

How to Make a Self-Signed SSL Certificate

Linux Q & A

DevOps / Sys Admin questions




Sponsor Open Source development activities and free contents for everyone.

Thank you.

- K Hong









DevOps



Phases of Continuous Integration

Software development methodology

Introduction to DevOps

Samples of Continuous Integration (CI) / Continuous Delivery (CD) - Use cases

Artifact repository and repository management

Linux - General, shell programming, processes & signals ...

RabbitMQ...

MariaDB

New Relic APM with NodeJS : simple agent setup on AWS instance

Nagios on CentOS 7 with Nagios Remote Plugin Executor (NRPE)

Nagios - The industry standard in IT infrastructure monitoring on Ubuntu

Zabbix 3 install on Ubuntu 14.04 & adding hosts / items / graphs

Datadog - Monitoring with PagerDuty/HipChat and APM

Install and Configure Mesos Cluster

Cassandra on a Single-Node Cluster

Container Orchestration : Docker Swarm vs Kubernetes vs Apache Mesos

OpenStack install on Ubuntu 16.04 server - DevStack

AWS EC2 Container Service (ECS) & EC2 Container Registry (ECR) | Docker Registry

CI/CD with CircleCI - Heroku deploy

Introduction to Terraform with AWS elb & nginx

Docker & Kubernetes

Kubernetes I - Running Kubernetes Locally via Minikube

Kubernetes II - kops on AWS

Kubernetes III - kubeadm on AWS

AWS : EKS (Elastic Container Service for Kubernetes)

CI/CD Github actions

CI/CD Gitlab



DevOps / Sys Admin Q & A



(1A) - Linux Commands

(1B) - Linux Commands

(2) - Networks

(2B) - Networks

(3) - Linux Systems

(4) - Scripting (Ruby/Shell)

(5) - Configuration Management

(6) - AWS VPC setup (public/private subnets with NAT)

(6B) - AWS VPC Peering

(7) - Web server

(8) - Database

(9) - Linux System / Application Monitoring, Performance Tuning, Profiling Methods & Tools

(10) - Trouble Shooting: Load, Throughput, Response time and Leaks

(11) - SSH key pairs, SSL Certificate, and SSL Handshake

(12) - Why is the database slow?

(13) - Is my web site down?

(14) - Is my server down?

(15) - Why is the server sluggish?

(16A) - Serving multiple domains using Virtual Hosts - Apache

(16B) - Serving multiple domains using server block - Nginx

(16C) - Reverse proxy servers and load balancers - Nginx

(17) - Linux startup process

(18) - phpMyAdmin with Nginx virtual host as a subdomain

(19) - How to SSH login without password?

(20) - Log Rotation

(21) - Monitoring Metrics

(22) - lsof

(23) - Wireshark introduction

(24) - User account management

(25) - Domain Name System (DNS)

(26) - NGINX SSL/TLS, Caching, and Session

(27) - Troubleshooting 5xx server errors

(28) - Linux Systemd: journalctl

(29) - Linux Systemd: FirewallD

(30) - Linux: SELinux

(31) - Linux: Samba

(0) - Linux Sys Admin's Day to Day tasks





AWS (Amazon Web Services)



AWS : EKS (Elastic Container Service for Kubernetes)

AWS : Creating a snapshot (cloning an image)

AWS : Attaching Amazon EBS volume to an instance

AWS : Adding swap space to an attached volume via mkswap and swapon

AWS : Creating an EC2 instance and attaching Amazon EBS volume to the instance using Python boto module with User data

AWS : Creating an instance to a new region by copying an AMI

AWS : S3 (Simple Storage Service) 1

AWS : S3 (Simple Storage Service) 2 - Creating and Deleting a Bucket

AWS : S3 (Simple Storage Service) 3 - Bucket Versioning

AWS : S3 (Simple Storage Service) 4 - Uploading a large file

AWS : S3 (Simple Storage Service) 5 - Uploading folders/files recursively

AWS : S3 (Simple Storage Service) 6 - Bucket Policy for File/Folder View/Download

AWS : S3 (Simple Storage Service) 7 - How to Copy or Move Objects from one region to another

AWS : S3 (Simple Storage Service) 8 - Archiving S3 Data to Glacier

AWS : Creating a CloudFront distribution with an Amazon S3 origin

AWS : Creating VPC with CloudFormation

WAF (Web Application Firewall) with preconfigured CloudFormation template and Web ACL for CloudFront distribution

AWS : CloudWatch & Logs with Lambda Function / S3

AWS : Lambda Serverless Computing with EC2, CloudWatch Alarm, SNS

AWS : Lambda and SNS - cross account

AWS : CLI (Command Line Interface)

AWS : CLI (ECS with ALB & autoscaling)

AWS : ECS with cloudformation and json task definition

AWS : AWS Application Load Balancer (ALB) and ECS with Flask app

AWS : Load Balancing with HAProxy (High Availability Proxy)

AWS : VirtualBox on EC2

AWS : NTP setup on EC2

AWS: jq with AWS

AWS : AWS & OpenSSL : Creating / Installing a Server SSL Certificate

AWS : OpenVPN Access Server 2 Install

AWS : VPC (Virtual Private Cloud) 1 - netmask, subnets, default gateway, and CIDR

AWS : VPC (Virtual Private Cloud) 2 - VPC Wizard

AWS : VPC (Virtual Private Cloud) 3 - VPC Wizard with NAT

AWS : DevOps / Sys Admin Q & A (VI) - AWS VPC setup (public/private subnets with NAT)

AWS : OpenVPN Protocols : PPTP, L2TP/IPsec, and OpenVPN

AWS : Autoscaling group (ASG)

AWS : Setting up Autoscaling Alarms and Notifications via CLI and Cloudformation

AWS : Adding a SSH User Account on Linux Instance

AWS : Windows Servers - Remote Desktop Connections using RDP

AWS : Scheduled stopping and starting an instance - python & cron

AWS : Detecting stopped instance and sending an alert email using Mandrill smtp

AWS : Elastic Beanstalk with NodeJS

AWS : Elastic Beanstalk Inplace/Rolling Blue/Green Deploy

AWS : Identity and Access Management (IAM) Roles for Amazon EC2

AWS : Identity and Access Management (IAM) Policies, sts AssumeRole, and delegate access across AWS accounts

AWS : Identity and Access Management (IAM) sts assume role via aws cli2

AWS : Creating IAM Roles and associating them with EC2 Instances in CloudFormation

AWS Identity and Access Management (IAM) Roles, SSO(Single Sign On), SAML(Security Assertion Markup Language), IdP(identity provider), STS(Security Token Service), and ADFS(Active Directory Federation Services)

AWS : Amazon Route 53

AWS : Amazon Route 53 - DNS (Domain Name Server) setup

AWS : Amazon Route 53 - subdomain setup and virtual host on Nginx

AWS Amazon Route 53 : Private Hosted Zone

AWS : SNS (Simple Notification Service) example with ELB and CloudWatch

AWS : Lambda with AWS CloudTrail

AWS : SQS (Simple Queue Service) with NodeJS and AWS SDK

AWS : Redshift data warehouse

AWS : CloudFormation - templates, change sets, and CLI

AWS : CloudFormation Bootstrap UserData/Metadata

AWS : CloudFormation - Creating an ASG with rolling update

AWS : Cloudformation Cross-stack reference

AWS : OpsWorks

AWS : Network Load Balancer (NLB) with Autoscaling group (ASG)

AWS CodeDeploy : Deploy an Application from GitHub

AWS EC2 Container Service (ECS)

AWS EC2 Container Service (ECS) II

AWS Hello World Lambda Function

AWS Lambda Function Q & A

AWS Node.js Lambda Function & API Gateway

AWS API Gateway endpoint invoking Lambda function

AWS API Gateway invoking Lambda function with Terraform

AWS API Gateway invoking Lambda function with Terraform - Lambda Container

Amazon Kinesis Streams

Kinesis Data Firehose with Lambda and ElasticSearch

Amazon DynamoDB

Amazon DynamoDB with Lambda and CloudWatch

Loading DynamoDB stream to AWS Elasticsearch service with Lambda

Amazon ML (Machine Learning)

Simple Systems Manager (SSM)

AWS : RDS Connecting to a DB Instance Running the SQL Server Database Engine

AWS : RDS Importing and Exporting SQL Server Data

AWS : RDS PostgreSQL & pgAdmin III

AWS : RDS PostgreSQL 2 - Creating/Deleting a Table

AWS : MySQL Replication : Master-slave

AWS : MySQL backup & restore

AWS RDS : Cross-Region Read Replicas for MySQL and Snapshots for PostgreSQL

AWS : Restoring Postgres on EC2 instance from S3 backup

AWS : Q & A

AWS : Security

AWS : Security groups vs. network ACLs

AWS : Scaling-Up

AWS : Networking

AWS : Single Sign-on (SSO) with Okta

AWS : JIT (Just-in-Time) with Okta



Docker & K8s



Docker install on Amazon Linux AMI

Docker install on EC2 Ubuntu 14.04

Docker container vs Virtual Machine

Docker install on Ubuntu 14.04

Docker Hello World Application

Nginx image - share/copy files, Dockerfile

Working with Docker images : brief introduction

Docker image and container via docker commands (search, pull, run, ps, restart, attach, and rm)

More on docker run command (docker run -it, docker run --rm, etc.)

Docker Networks - Bridge Driver Network

Docker Persistent Storage

File sharing between host and container (docker run -d -p -v)

Linking containers and volume for datastore

Dockerfile - Build Docker images automatically I - FROM, MAINTAINER, and build context

Dockerfile - Build Docker images automatically II - revisiting FROM, MAINTAINER, build context, and caching

Dockerfile - Build Docker images automatically III - RUN

Dockerfile - Build Docker images automatically IV - CMD

Dockerfile - Build Docker images automatically V - WORKDIR, ENV, ADD, and ENTRYPOINT

Docker - Apache Tomcat

Docker - NodeJS

Docker - NodeJS with hostname

Docker Compose - NodeJS with MongoDB

Docker - Prometheus and Grafana with Docker-compose

Docker - StatsD/Graphite/Grafana

Docker - Deploying a Java EE JBoss/WildFly Application on AWS Elastic Beanstalk Using Docker Containers

Docker : NodeJS with GCP Kubernetes Engine

Docker : Jenkins Multibranch Pipeline with Jenkinsfile and Github

Docker : Jenkins Master and Slave

Docker - ELK : ElasticSearch, Logstash, and Kibana

Docker - ELK 7.6 : Elasticsearch on Centos 7 Docker - ELK 7.6 : Filebeat on Centos 7

Docker - ELK 7.6 : Logstash on Centos 7

Docker - ELK 7.6 : Kibana on Centos 7 Part 1

Docker - ELK 7.6 : Kibana on Centos 7 Part 2

Docker - ELK 7.6 : Elastic Stack with Docker Compose

Docker - Deploy Elastic Cloud on Kubernetes (ECK) via Elasticsearch operator on minikube

Docker - Deploy Elastic Stack via Helm on minikube

Docker Compose - A gentle introduction with WordPress

Docker Compose - MySQL

MEAN Stack app on Docker containers : micro services

Docker Compose - Hashicorp's Vault and Consul Part A (install vault, unsealing, static secrets, and policies)

Docker Compose - Hashicorp's Vault and Consul Part B (EaaS, dynamic secrets, leases, and revocation)

Docker Compose - Hashicorp's Vault and Consul Part C (Consul)

Docker Compose with two containers - Flask REST API service container and an Apache server container

Docker compose : Nginx reverse proxy with multiple containers

Docker compose : Nginx reverse proxy with multiple containers

Docker & Kubernetes : Envoy - Getting started

Docker & Kubernetes : Envoy - Front Proxy

Docker & Kubernetes : Ambassador - Envoy API Gateway on Kubernetes

Docker Packer

Docker Cheat Sheet

Docker Q & A

Kubernetes Q & A - Part I

Kubernetes Q & A - Part II

Docker - Run a React app in a docker

Docker - Run a React app in a docker II (snapshot app with nginx)

Docker - NodeJS and MySQL app with React in a docker

Docker - Step by Step NodeJS and MySQL app with React - I

Installing LAMP via puppet on Docker

Docker install via Puppet

Nginx Docker install via Ansible

Apache Hadoop CDH 5.8 Install with QuickStarts Docker

Docker - Deploying Flask app to ECS

Docker Compose - Deploying WordPress to AWS

Docker - WordPress Deploy to ECS with Docker-Compose (ECS-CLI EC2 type)

Docker - ECS Fargate

Docker - AWS ECS service discovery with Flask and Redis

Docker & Kubernetes: minikube version: v1.31.2, 2023

Docker & Kubernetes 1 : minikube

Docker & Kubernetes 2 : minikube Django with Postgres - persistent volume

Docker & Kubernetes 3 : minikube Django with Redis and Celery

Docker & Kubernetes 4 : Django with RDS via AWS Kops

Docker & Kubernetes : Kops on AWS

Docker & Kubernetes : Ingress controller on AWS with Kops

Docker & Kubernetes : HashiCorp's Vault and Consul on minikube

Docker & Kubernetes : HashiCorp's Vault and Consul - Auto-unseal using Transit Secrets Engine

Docker & Kubernetes : Persistent Volumes & Persistent Volumes Claims - hostPath and annotations

Docker & Kubernetes : Persistent Volumes - Dynamic volume provisioning

Docker & Kubernetes : DaemonSet

Docker & Kubernetes : Secrets

Docker & Kubernetes : kubectl command

Docker & Kubernetes : Assign a Kubernetes Pod to a particular node in a Kubernetes cluster

Docker & Kubernetes : Configure a Pod to Use a ConfigMap

AWS : EKS (Elastic Container Service for Kubernetes)

Docker & Kubernetes : Run a React app in a minikube

Docker & Kubernetes : Minikube install on AWS EC2

Docker & Kubernetes : Cassandra with a StatefulSet

Docker & Kubernetes : Terraform and AWS EKS

Docker & Kubernetes : Pods and Service definitions

Docker & Kubernetes : Headless service and discovering pods

Docker & Kubernetes : Service IP and the Service Type

Docker & Kubernetes : Kubernetes DNS with Pods and Services

Docker & Kubernetes - Scaling and Updating application

Docker & Kubernetes : Horizontal pod autoscaler on minikubes

Docker & Kubernetes : NodePort vs LoadBalancer vs Ingress

Docker & Kubernetes : Load Testing with Locust on GCP Kubernetes

Docker & Kubernetes : From a monolithic app to micro services on GCP Kubernetes

Docker & Kubernetes : Rolling updates

Docker & Kubernetes : Deployments to GKE (Rolling update, Canary and Blue-green deployments)

Docker & Kubernetes : Slack Chat Bot with NodeJS on GCP Kubernetes

Docker & Kubernetes : Continuous Delivery with Jenkins Multibranch Pipeline for Dev, Canary, and Production Environments on GCP Kubernetes

Docker & Kubernetes - MongoDB with StatefulSets on GCP Kubernetes Engine

Docker & Kubernetes : Nginx Ingress Controller on minikube

Docker & Kubernetes : Setting up Ingress with NGINX Controller on Minikube (Mac)

Docker & Kubernetes : Nginx Ingress Controller for Dashboard service on Minikube

Docker & Kubernetes : Nginx Ingress Controller on GCP Kubernetes

Docker & Kubernetes : Kubernetes Ingress with AWS ALB Ingress Controller in EKS

Docker & Kubernetes : MongoDB / MongoExpress on Minikube

Docker & Kubernetes : Setting up a private cluster on GCP Kubernetes

Docker & Kubernetes : Kubernetes Namespaces (default, kube-public, kube-system) and switching namespaces (kubens)

Docker & Kubernetes : StatefulSets on minikube

Docker & Kubernetes : StatefulSets on minikube

Docker & Kubernetes : RBAC

Docker & Kubernetes Service Account, RBAC, and IAM

Docker & Kubernetes - Kubernetes Service Account, RBAC, IAM with EKS ALB, Part 1

Docker & Kubernetes : Helm Chart

Docker & Kubernetes : My first Helm deploy

Docker & Kubernetes : Readiness and Liveness Probes

Docker & Kubernetes : Helm chart repository with Github pages

Docker & Kubernetes : Deploying WordPress and MariaDB with Ingress to Minikube using Helm Chart

Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 2 Chart

Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 3 Chart

Docker & Kubernetes : Helm Chart for Node/Express and MySQL with Ingress

Docker & Kubernetes : Docker_Helm_Chart_Node_Expess_MySQL_Ingress.php

Docker & Kubernetes: Deploy Prometheus and Grafana using Helm and Prometheus Operator - Monitoring Kubernetes node resources out of the box

Docker & Kubernetes : Deploy Prometheus and Grafana using kube-prometheus-stack Helm Chart

Docker & Kubernetes : Istio (service mesh) sidecar proxy on GCP Kubernetes

Docker & Kubernetes : Istio on EKS

Docker & Kubernetes : Istio on Minikube with AWS EC2 for Bookinfo Application

Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part I)

Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part II - Prometheus, Grafana, pin a service, split traffic, and inject faults)

Docker & Kubernetes : Helm Package Manager with MySQL on GCP Kubernetes Engine

Docker & Kubernetes : Deploying Memcached on Kubernetes Engine

Docker & Kubernetes : EKS Control Plane (API server) Metrics with Prometheus

Docker & Kubernetes : Spinnaker on EKS with Halyard

Docker & Kubernetes : Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine

Docker & Kubernetes: Multi-node Local Kubernetes cluster - Kubeadm-dind(docker-in-docker)

Docker & Kubernetes: Multi-node Local Kubernetes cluster - Kubeadm-kind(k8s-in-docker)

Docker & Kubernetes : nodeSelector, nodeAffinity, taints/tolerations, pod affinity and anti-affinity - Assigning Pods to Nodes

Docker & Kubernetes : Jenkins-X on EKS

Docker & Kubernetes : ArgoCD App of Apps with Heml on Kubernetes

Docker & Kubernetes : ArgoCD on Kubernetes cluster

Docker & Kubernetes : GitOps with ArgoCD for Continuous Delivery to Kubernetes clusters (minikube) - guestbook





Terraform



Introduction to Terraform with AWS elb & nginx

Terraform Tutorial - terraform format(tf) and interpolation(variables)

Terraform Tutorial - user_data

Terraform Tutorial - variables

Terraform 12 Tutorial - Loops with count, for_each, and for

Terraform Tutorial - creating multiple instances (count, list type and element() function)

Terraform Tutorial - State (terraform.tfstate) & terraform import

Terraform Tutorial - Output variables

Terraform Tutorial - Destroy

Terraform Tutorial - Modules

Terraform Tutorial - Creating AWS S3 bucket / SQS queue resources and notifying bucket event to queue

Terraform Tutorial - AWS ASG and Modules

Terraform Tutorial - VPC, Subnets, RouteTable, ELB, Security Group, and Apache server I

Terraform Tutorial - VPC, Subnets, RouteTable, ELB, Security Group, and Apache server II

Terraform Tutorial - Docker nginx container with ALB and dynamic autoscaling

Terraform Tutorial - AWS ECS using Fargate : Part I

Hashicorp Vault

HashiCorp Vault Agent

HashiCorp Vault and Consul on AWS with Terraform

Ansible with Terraform

AWS IAM user, group, role, and policies - part 1

AWS IAM user, group, role, and policies - part 2

Delegate Access Across AWS Accounts Using IAM Roles

AWS KMS

terraform import & terraformer import

Terraform commands cheat sheet

Terraform Cloud

Terraform 14

Creating Private TLS Certs





Ansible 2.0



What is Ansible?

Quick Preview - Setting up web servers with Nginx, configure environments, and deploy an App

SSH connection & running commands

Ansible: Playbook for Tomcat 9 on Ubuntu 18.04 systemd with AWS

Modules

Playbooks

Handlers

Roles

Playbook for LAMP HAProxy

Installing Nginx on a Docker container

AWS : Creating an ec2 instance & adding keys to authorized_keys

AWS : Auto Scaling via AMI

AWS : creating an ELB & registers an EC2 instance from the ELB

Deploying Wordpress micro-services with Docker containers on Vagrant box via Ansible

Setting up Apache web server

Deploying a Go app to Minikube

Ansible with Terraform





Jenkins



Install

Configuration - Manage Jenkins - security setup

Adding job and build

Scheduling jobs

Managing_plugins

Git/GitHub plugins, SSH keys configuration, and Fork/Clone

JDK & Maven setup

Build configuration for GitHub Java application with Maven

Build Action for GitHub Java application with Maven - Console Output, Updating Maven

Commit to changes to GitHub & new test results - Build Failure

Commit to changes to GitHub & new test results - Successful Build

Adding code coverage and metrics

Jenkins on EC2 - creating an EC2 account, ssh to EC2, and install Apache server

Jenkins on EC2 - setting up Jenkins account, plugins, and Configure System (JAVA_HOME, MAVEN_HOME, notification email)

Jenkins on EC2 - Creating a Maven project

Jenkins on EC2 - Configuring GitHub Hook and Notification service to Jenkins server for any changes to the repository

Jenkins on EC2 - Line Coverage with JaCoCo plugin

Setting up Master and Slave nodes

Jenkins Build Pipeline & Dependency Graph Plugins

Jenkins Build Flow Plugin

Pipeline Jenkinsfile with Classic / Blue Ocean

Jenkins Setting up Slave nodes on AWS

Jenkins Q & A





Puppet



Puppet with Amazon AWS I - Puppet accounts

Puppet with Amazon AWS II (ssh & puppetmaster/puppet install)

Puppet with Amazon AWS III - Puppet running Hello World

Puppet Code Basics - Terminology

Puppet with Amazon AWS on CentOS 7 (I) - Master setup on EC2

Puppet with Amazon AWS on CentOS 7 (II) - Configuring a Puppet Master Server with Passenger and Apache

Puppet master /agent ubuntu 14.04 install on EC2 nodes

Puppet master post install tasks - master's names and certificates setup,

Puppet agent post install tasks - configure agent, hostnames, and sign request

EC2 Puppet master/agent basic tasks - main manifest with a file resource/module and immediate execution on an agent node

Setting up puppet master and agent with simple scripts on EC2 / remote install from desktop

EC2 Puppet - Install lamp with a manifest ('puppet apply')

EC2 Puppet - Install lamp with a module

Puppet variable scope

Puppet packages, services, and files

Puppet packages, services, and files II with nginx Puppet templates

Puppet creating and managing user accounts with SSH access

Puppet Locking user accounts & deploying sudoers file

Puppet exec resource

Puppet classes and modules

Puppet Forge modules

Puppet Express

Puppet Express 2

Puppet 4 : Changes

Puppet --configprint

Puppet with Docker

Puppet 6.0.2 install on Ubuntu 18.04





Chef



What is Chef?

Chef install on Ubuntu 14.04 - Local Workstation via omnibus installer

Setting up Hosted Chef server

VirtualBox via Vagrant with Chef client provision

Creating and using cookbooks on a VirtualBox node

Chef server install on Ubuntu 14.04

Chef workstation setup on EC2 Ubuntu 14.04

Chef Client Node - Knife Bootstrapping a node on EC2 ubuntu 14.04





Vagrant



VirtualBox & Vagrant install on Ubuntu 14.04

Creating a VirtualBox using Vagrant

Provisioning

Networking - Port Forwarding

Vagrant Share

Vagrant Rebuild & Teardown

Vagrant & Ansible





Redis In-Memory Database



Redis vs Memcached

Redis 3.0.1 Install

Setting up multiple server instances on a Linux host

Redis with Python

ELK : Elasticsearch with Redis broker and Logstash Shipper and Indexer



Git/GitHub Tutorial



One page express tutorial for GIT and GitHub

Installation

add/status/log

commit and diff

git commit --amend

Deleting and Renaming files

Undoing Things : File Checkout & Unstaging

Reverting commit

Soft Reset - (git reset --soft <SHA key>)

Mixed Reset - Default

Hard Reset - (git reset --hard <SHA key>)

Creating & switching Branches

Fast-forward merge

Rebase & Three-way merge

Merge conflicts with a simple example

GitHub Account and SSH

Uploading to GitHub

GUI

Branching & Merging

Merging conflicts

GIT on Ubuntu and OS X - Focused on Branching

Setting up a remote repository / pushing local project and cloning the remote repo

Fork vs Clone, Origin vs Upstream

Git/GitHub Terminologies

Git/GitHub via SourceTree I : Commit & Push

Git/GitHub via SourceTree II : Branching & Merging

Git/GitHub via SourceTree III : Git Work Flow

Git/GitHub via SourceTree IV : Git Reset

Git Cheat sheet - quick command reference






Subversion

Subversion Install On Ubuntu 14.04

Subversion creating and accessing I

Subversion creating and accessing II



Powershell 4 Tutorial



Powersehll : Introduction

Powersehll : Help System

Powersehll : Running commands

Powersehll : Providers

Powersehll : Pipeline

Powersehll : Objects

Powershell : Remote Control

Windows Management Instrumentation (WMI)

How to Enable Multiple RDP Sessions in Windows 2012 Server

How to install and configure FTP server on IIS 8 in Windows 2012 Server

How to Run Exe as a Service on Windows 2012 Server

SQL Inner, Left, Right, and Outer Joins











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