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Yahoo runs analytics workloads on Managed Service for Apache Spark using flexible VMs to avoid regional capacity constraints. Fixed VM shapes caused cluster provisioning delays that stalled critical data pipelines. Flexible VMs help ensure continuous, high-speed data processing for Yahoo's finance, sports, and entertainment platforms.
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