We use AWS Batch to manage containerized workloads and dynamic scaling. The solution automatically scales computer resources based on the number of jobs and resource requirements. The solution also integrates with other AWS services.
In many ways, it's like using an HPC environment but a lot more flexible. In theory, you could have many different kinds of computing systems and computers, ranging from those geared toward computational speed to larger memory machines or GPU machines. The idea is to break your computational jobs into smaller jobs that can be run on multiple machines. Any of these virtual machines will orchestrate all of the computation, send out jobs to different machines, wait for them to be done, and then run the next process in the sequence. It's simply a way to run multiple processes on multiple machines in the cloud.
What are compute services? Compute services are also known as Infrastructure-as-a-Service (IaaS). This is a web service that provides secure, resizable compute capacity in the cloud, and it’s designed to make web-scale computing easier for developers. Compute platforms supply a virtual server instance while providing storage and APIs that allow users to migrate workloads to virtual machines. Users are allocated compute power and can choose to start, stop, access, or configure their...
We use AWS Batch to manage containerized workloads and dynamic scaling. The solution automatically scales computer resources based on the number of jobs and resource requirements. The solution also integrates with other AWS services.
We use the solution to run scripts for more than 15 minutes. We do not get builds for running the scripts. We can deploy it using containers.
In many ways, it's like using an HPC environment but a lot more flexible. In theory, you could have many different kinds of computing systems and computers, ranging from those geared toward computational speed to larger memory machines or GPU machines. The idea is to break your computational jobs into smaller jobs that can be run on multiple machines. Any of these virtual machines will orchestrate all of the computation, send out jobs to different machines, wait for them to be done, and then run the next process in the sequence. It's simply a way to run multiple processes on multiple machines in the cloud.