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web controller - stateless ---- replica sets

database - stateful


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bottleneck — filesystem —database — vertical scaling maybe more CPU/memory -

--- own deployment maybe ?


replicate cps core ncmp  while being stateless and replicas - make sure that no state is kept (no cache) — look at all 


--- if all user is in same deployment then maybe multiple instance of the database but the synchronisation will be complex (postgres running in clustermode)

can deploy database in clustermode ----

as per bruno - there's no authentication on cps 

different database for different dataspaces ?


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Load Balancing

Diagram 1



Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA)

https://www.heydari.be/papers/WoC-stef.pdf

  • Scaling stateful applications requires more planning and is thus also slower in most cases. This makes vertical scaling the preferred method of scaling for stateful applications during a load peak, as no new replicas need to be scheduled. 



















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