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Normalize parsed HPC trace counters into comparable summaries.
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Based on SOC occupation classification
Compare scientific variables with units, ranges, and quality caveats.
Inspect dataset structure before analysis or visualization.
Evaluate data quality from observed structure and summary evidence.
Choose visual checks that match the inspected data.
Route dataset questions to structure, analysis, or visualization experts.
Choose a plot that confirms numeric conversion integrity.
| name | io_trace_normalization |
| title | I/O Trace Normalization |
| description | Normalize parsed HPC trace counters into comparable summaries. |
Normalize names and units so parent experts can compare traces without re-parsing raw text. Keep seconds as seconds and byte counts as bytes unless the final answer explicitly chooses human-readable units.
Include a compact phase summary for write time, read time, metadata time, write bytes, read bytes, write operation counts, and collective write fraction when enough fields are available.
