Linux Startup & Shutdown Process - STUDY NOTES

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Linux Startup & Shutdown Process


Linux Boot Process (Startup Sequence)

Press the power button on your system, and after few moments you see the Linux login prompt.

Have you ever wondered what happens behind the scenes from the time you press the power button until the Linux login prompt appears?

The following are the 6 high level stages of a typical Linux boot process.

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 



1. BIOS

• BIOS stands for Basic Input/Output System.

• Performs some system integrity checks.

Searches, loads, and executes the boot loader program.

It looks for boot loader in floppy, cd-rom, or hard drive. You can press a key (typically F12 of F2, but it depends on your system) during the BIOS startup to change the boot sequence.

Once the boot loader program is detected and loaded into the memory, BIOS gives the control to it.

So, in simple terms BIOS loads and executes the MBR boot loader.


2. MBR

MBR stands for Master Boot Record.

• It is located in the 1st sector of the bootable disk. Typically /dev/hda, or /dev/sda.

MBR is less than 512 bytes in size. This has three components 1) primary boot loader info in 1st 446 bytes 2) partition table info in next 64 bytes 3) mbr validation check in last 2 bytes.

• It contains information about GRUB (or LILO in old systems).

So, in simple terms MBR loads and executes the GRUB boot loader.


3. GRUB

• GRUB stands for Grand Unified Bootloader.

If you have multiple kernel images installed on your system, you can choose which one to be executed.

• GRUB displays a splash screen, waits for few seconds, if you don’t enter anything, it loads the default kernel image as specified in the grub configuration file.

GRUB has the knowledge of the filesystem (the older Linux loader LILO didn’t understand filesystem).

• Grub configuration file is /boot/grub/grub.conf (/etc/grub.conf is a link to this). As you notice from the above info, it contains kernel and initrd image.

So, in simple terms GRUB just loads and executes Kernel and initrd images.


4. Kernel

Mounts the root file system as specified in the “root=” in grub.conf

Kernel executes the /sbin/init program

Since init was the 1st program to be executed by Linux Kernel, it has the process id (PID) of 1. Do a ‘ps - ef | grep init’ and check the pid.

initrd stands for Initial RAM Disk.

initrd is used by kernel as temporary root file system until kernel is booted and the real root file system is mounted. It also contains necessary drivers compiled inside, which helps it to access the hard drive partitions, and other hardware.

5. Init

• Looks at the /etc/inittab file to decide the Linux run level.

Following are the available run levels

            0 – halt
            1 – Single user mode
            2 – Multiuser, without NFS
            3 – Full multiuser mode
            4 – unused
            5 – X11

Init identifies the default initlevel from /etc/inittab and uses that to load all appropriate program.

Execute ‘grep initdefault /etc/inittab’ on your system to identify the default run level.

If you want to get into trouble, you can set the default run level to 0 or 6. Since you know what 0 and 6.

means, probably you might not do that.

Typically you would set the default run level to either 3 or 5.


6. Runlevel programs

When the Linux system is booting up, you might see various services getting started. For example, it might say “starting sendmail …. OK”. Those are the runlevel programs, executed from the run level directory as defined by your run level.

Depending on your default init level setting, the system will execute the programs from one of the following directories.

            Run level 0 – /etc/rc.d/rc0.d/
            Run level 1 – /etc/rc.d/rc1.d/
            Run level 2 – /etc/rc.d/rc2.d/
            Run level 3 – /etc/rc.d/rc3.d/
            Run level 4 – /etc/rc.d/rc4.d/
            Run level 5 – /etc/rc.d/rc5.d/
            Run level 6 – /etc/rc.d/rc6.d/

Please note that there are also symbolic links available for these directory under /etc directly. So, /etc/rc0.d is linked to /etc/rc.d/rc0.d.

Under the /etc/rc.d/rc*.d/ directories, you would see programs that start with S and K.

Programs starts with S are used during startup. S for startup.

Programs starts with K are used during shutdown. K for kill.

• There are numbers right next to S and K in the program names. Those are the sequence number in which the programs should be started or killed.

For example, S12syslog is to start the syslog deamon, which has the sequence number of 12. S80sendmail is to start the sendmail daemon, which has the sequence number of 80. So, syslog program will be started before sendmail.


Rebooting and shutting down
 
The need to reboot/shutdown

              Scheduled maintenance, such as OS upgrade.
              Hardware changes or additions.
              Running diagnostics.
              Performance tunning, such as changing static system configuration.
              Administrative tasks, such as testing new startup scripts, etc.
              System not responding.


• Clean system shutdown

            All users are notified, with some reasonable advance warning.
            All running process are sent a singal to exit gracefully, provided the
            program has mage provisions to do so.
            All subsystems are shutdown gracefully.
            All remaining users are logged off and remaining process are killed.
            File system integrity is maintained.
            Depending on the type of shutdown, the system moves to single-user
            mode, the processor is halted, or the system is rebooted…


Ways to shutdown or reboot

              Turn off power.
              Use shutdown command.
              Use halt or reboot commands.
              Sending init a TERM signal.
              Using telinit to change init’s run level.
              Killing init.


Command shutdown

      Safest, most considerate, and most through way to

      • Initiate a halt.
      • Reboot.
      • Return to single-use mode.


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