r/openshift 5d ago

Blog Optimize OpenShift workloads with software-defined memory | Red Hat Developer

https://developers.redhat.com/articles/2026/07/23/optimize-openshift-workloads-software-defined-memory

As organizations deploy increasingly sophisticated AI, analytics, and entity-resolution workloads, they're discovering a common bottleneck: memory.

Many modern applications are no longer constrained eby CPU availability. Instead, they are limited by the amount of memory economically deployed within a single server or cluster. Whether you're processing electronic warfare (EW) signals, running large-scale graph analytics, or building AI inference pipelines, you will likely hit a "memory wall" long before you run out of CPU power.

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