Over-provisioning: redundant COW faults consume ~3.5% core per 10K/hr, TCP sends ~2% per 50K/hr. At typical 70% utilization, this waste is amplified: you hit scaling thresholds sooner, forcing additional instances.
Cache pressure: redundant data movement evicts hot L3 cache lines, degrading throughput for all co-located workloads. Severity scales with per-server waste volume.
ATOMiK reduction: 85% (Pro) to 93% (Team) of detected waste eliminated via delta-state deduplication
Defaults reflect typical mid-scale microservices workloads. Your results will vary based on actual workload characteristics.
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