Episode 24 — System Load Behavior — Predictable vs. Elastic Demand
This episode examines how different workload patterns influence cloud resource planning. We define predictable load, which follows known usage patterns such as business hours or seasonal cycles, and elastic demand, which fluctuates unpredictably and requires dynamic scaling capabilities. The discussion covers how each pattern impacts provisioning strategies, cost management, and performance optimization.
We also provide examples of how to design systems that can adapt to both predictable and elastic workloads using automation, monitoring, and capacity forecasting. This understanding is crucial for exam questions involving scenario-based load planning, as well as for building resilient production environments. Produced by BareMetalCyber.com, which offers more prepcasts, books, and workload management resources.
