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.
Compute Service is a cloud-based solution designed to deliver scalable computing power and resources to enterprises. It provides enhanced flexibility, allowing businesses to quickly adapt to changing demands and workloads.
Businesses utilize Compute Service to manage large-scale computing tasks with ease, making it a preferred option for data-heavy applications and high-performance computing needs. It supports automated scaling, resource provisioning, and robust security features,...
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.