ML4WX

Software, scaling & compression

On the provenance extraction techniques from large scale log files

Alper Tufek, Mehmet S. Aktaş

Concurrency and Computation Practice and Experience ·

Paper

In one sentence. ML-based log parser extracts provenance from WRF model runs to build provenance graphs that trace faults in numerical weather forecast workflows.

Labels

Topic
Software, scaling & compression
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1002/cpe.6559 OpenAlex:W3186907865
Added
2026-10-22

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