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998 B
Plaintext
13 lines
998 B
Plaintext
---
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title: "Right Sizing"
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description: "Optimize resource allocation based on actual usage patterns"
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---
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Right-Sizing in Tracer optimizes scientific compute by using actual CPU and RAM usage from previous runs rather than static rules or guesswork. After each workflow execution, Tracer analyzes per-step utilization and compares it with current cloud instance pricing to recommend the most cost-efficient instance for the next run.
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Tracer uses statistical models to predict RAM requirements and account for variability, minimizing memory-related failures that AWS’s native tools cannot anticipate. The system detects idle CPU, excess memory headroom, and under-provisioned configurations, then maps each workflow to an instance type that fits both performance and cost.
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As more runs complete, recommendations become increasingly accurate, lowering compute spend, reducing over-provisioning, and preventing failures caused by mis-sized infrastructure.
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