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Romila Pradhan

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Jul 2026

PipeLens: Identifying Interventions for Resolving Malfunctioning Data Science Pipelines

Data is a critical component of modern decision-making systems; system malfunctions (e.g., performance degradation and module failure) can often be traced back to a mismatch between the properties of the data and the assumptions of the system modules that process the data. For example, with the increasing use of open-s...

Jahid Hasan, Stanley Jiang, T. Singh et al. · 0 citations

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