How can i setup python cloud on multiple machines to achieve cluster computing

[prateekarora-git]

Hi

I want to setup python cloud on multiple ubuntu machines and distribute my application works .
can you please let me know the setup steps ?
and is python cloud works similar to other open source cluster computing frameworks like Apache spark and flink ?

Regards
Prateek

[SreeramRajeev]

Set up a cloud provider account. There are many different cloud providers to choose from, such as Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure. Each provider has its own strengths and weaknesses, so you will need to do some research to decide which one is right for you.

Create a virtual private cloud (VPC). A VPC is a private network that you can use to deploy your Ubuntu machines. This will help to keep your machines secure and isolated from other traffic on the internet.

Launch Ubuntu instances in the VPC. You will need to launch at least two Ubuntu instances in your VPC. One instance will be used to host your application, and the other instance will be used to manage the application.

Install Python on the application instance. You can use the following command to install Python on the application instance:

sudo apt-get install python3.9

Install your application on the application instance. You can copy your application files to the application instance using the following command:
scp -r /path/to/your/application/files username@application_instance_ip:/path/to/application/directory

Configure your application to run on the application instance. You will need to configure your application to run on the application instance. This may involve setting up a web server, configuring a database, or setting up other services.

Launch a load balancer. If you want to make your application highly available, you can launch a load balancer. A load balancer will distribute traffic across your application instances, which will help to ensure that your application is always up and running.

Monitor your application. It is important to monitor your application to ensure that it is running smoothly. You can use tools such as CloudWatch or Cloud Monitoring to monitor your application's performance and health.