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7. Bottom Line

The Jul448 series packs a surprising amount of premium performance into price points that undercut many mainstream competitors. Whether you Workload Diversity: While the three chosen benchmarks cover

5.2. Limitations

• Workload Diversity: While the three chosen benchmarks cover common patterns, exotic workloads (e.g., graph analytics) may expose different sensitivities.
• Dynamic Environments: The current study assumes a relatively static cluster; future work should explore auto‑tuning under elastic scaling.
• Energy Measurement Granularity: Power meters sampled at 1 Hz; fine‑grained transient spikes may be under‑captured.