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- research-articleOctober 2020
Influence-based provenance for dataflow applications with taint propagation
SoCC '20: Proceedings of the 11th ACM Symposium on Cloud ComputingPages 372–386https://doi.org/10.1145/3419111.3421292Debugging big data analytics often requires a root cause analysis to pinpoint the precise culprit records in an input dataset responsible for incorrect or anomalous output. Existing debugging or data provenance approaches do not track fine-grained ...