(CREATEBRAIN) Resource needs and architechture consideration.
The issue is to address the need for us to optimize our application to be able to serve the users for QUINT Online and adjacent services. The namespace createbrain is dedicated to an image processing software. Github The workflow is compromised of one down/upload and a zipping with higher memory usage and zip/image processing being cpu intensive and dependent tasks. Current usage is such of a single pod with in memory requests keeping (req/s is not our bottleneck) with an internal task queuer. The intended changes are to increase the performance of this application, including a revision of architecture. Initially the biggest bottleneck for us appears to be cpu and clock speeds so we are aiming to have multiple pods running at the same time and the application is going through an overhaul in architecture to help us manage the workload. Any input it appreciated.