On the performance overhead tradeoff of distributed principal component analysis via data partitioning

Ni An, Steven Weber

Principal component analysis (PCA) is not only a fundamental dimension reduction method, but is also a widely used network anomaly detection technique. Traditionally, PCA is perfor…