Hierarchical Robust PCA for Scalable Data Quality Monitoring in Multi-level Aggregation Pipelines

Preetam Kumar Ojha

Data quality (DQ) remains a fundamental concern in big data pipelines, especially when aggregations occur at multiple hierarchical levels. Traditional DQ validation rules often fai…