Build MPI Cluster
This guide describes how to build a simple MPICH cluster in ubuntu.
To understand this guide, a basic knowledge of command line usage and the principle mpich \& clustering is assumed.
Here we have 4 nodes running Ubuntu server with these host names: ub0, ub1, ub2, ub3.
Edit /etc/hosts like these:
127.0.0.1 localhost
192.168.109.103 ub0
192.168.109.104 ub1
192.168.109.106 ub2
192.168.109.107 ub3
Install NFS
NFS allows us to create a folder on the master node and have it synced on all the other nodes. This folder can be used to store programs. To install NFS just run the following command in the master node’s terminal:
sudo apt-get install nfs-server
To install the client program on other nodes, run this command on each of them:
sudo apt-get install nfs-client
Sharing Master Folder
Make a folder in all nodes, we’ll store our data and program in this folder.
And then we share the contents of this folder on the master node to all the other nodes. In order to do this we first edit the /etc/exports file on the master node to contain the following line
This can be done by using a text editor such as vim or by using the following command:
echo "/mirror *(rw,sync)" | sudo tee -a /etc/exports
Now restart the nfs service on the master to parse this configuration once again by using the following command:
sudo service nfs-kernel-server restart
Note, then we store our data and programs only in the master node and other nodes are able to access them with NFS.
Mounting /master in Nodes
Now all we need to do is to mount the folder on other nodes. This can be done by using:
sudo mount ub0:/mirror /mirror
But it’s better to change fstab in order to mount it on every boot. We do this by editing /etc/fstab and adding the following line:
and remounting all partitions by using the following on all the slave nodes:
Defining a User for Running MPI Programs
We define a user with same name and same userid in all nodes with a home directory in /mirror.
Here we name it “mpiu”! Also we change the owner of /mirror to mpiu:
Installing SSH Server
Run the following command in all the nodes in order to install openSSH server:
sudo apt-get install openssh-server
Setting up Passwordless SSH
First we login with our new user to the master node:
Then we generate an RSA key pair for mpiu:
You can keep the default ~/.ssh/id_rsa location. It is suggested to enter a strong passphrase for security reasons.
Next, we add this key to authorized keys:
cd .ssh
cat id_rsa.pub >> authorized_keys
As the home directory of mpiu in all nodes is the same (i.e., /mirror/mpiu), there is no need to run these commands on all nodes. If you didn’t mirror the home directory, though, you can use ssh-copy-id to copy a public key to another machine's authorized_keys file safely.
To test SSH, you can run the following command on ub0:
If you are asked to enter a passphrase every time, you need to set up a keychain. This is done easily by installing Keychain by using:
sudo apt-get install keychain
And to tell it where your keys are and to start an ssh-agent automatically edit your ~/.bashrc file to contain the following lines (where id_rsa is the name of your private key file):
if type keychain >/dev/null 2>/dev/null; then
keychain --nogui -q id_rsa
[ -f ~/.keychain/${HOMENAME}-sh ] && . ~/.keychain/${HOSTNAME}-sh
[ -f ~/.keychain/${HOSTNAME}-sh-gpg ] && . ~/.keychain/${HOSTNAME}-sh-gpg
fi
Exit and login once again or do a source ~/.bashrc for the change to take effect.
Now your hostname via ssh command should return the other node’s hostname without asking for a password or passphrase. Check that this works for all the slave nodes.
Install GCC
To be able to compile all the code on our master node (it’s sufficient to do it only there if we do inside the /mirror folder and all the libraries are in place on other machines) we need a compiler.
You can get gcc and other necessary stuff by install the build-essential package:
sudo apt-get install build-essential
Install Other Compilers
Other preferred compilers should be installed before installing MPICH.
In this step you may install other compilers such as SGI compiler …
Install MPICH2
Now the last ingredient we need installed on all the machines is the MPI implementation. You can install MPICH2 using:
sudo apt-get install mpich2
To test that the program did indeed install successfully, enter the following command on all the machines:
which mpiexec
which mpirun
Setting up a Machinefile
Create a file named “machinefile” in mpiu’s home directory with node names followed by a colon and a number of processes to spawn:
ub3:4 # this will spawn 4 processes on ub3
ub2:2
ub1 # this will spawn 1 process on ub1
ub0
Testing
Change directory to your mirror folder and write this MPI hellowworld program in a file mpi_hello.c:
#include<stdio.h>
#inlcude<mpi.h>
int main(int argc, char** argv){
int myrank, nprocs;
MPI_Init(&argc,&argv);
MPI_Comm_size(MPI_COMM_WORLD,&nprocs);
MPI_Comm_rank(MPI_COMM_WORLD,&myrank);
printf("Hello from processor %d of %d\n",myrank,nprocs);
MPI_Finalize();
return 0;
}
compile it:
mpicc mpi_hello.c -o mpi_hello
and run it:
mpiexec -n 8 -f machinefile ./mpi_hello
You should now see output similar to:
Hello from processor 0 of 8
Hello from processor 1 of 8
Hello from processor 2 of 8
Hello from processor 3 of 8
Hello from processor 4 of 8
Hello from processor 5 of 8
Hello from processor 6 of 8
Hello from processor 7 of 8
