Arya: Arbitrary Graph Pattern Mining with Decomposition-based Sampling

Arya presents a sampling-based system that enables on-demand mining of rich graph patterns on massive real-world datasets. The paper details the decomposition-based sampling strategy, accuracy analysis, and engineering techniques that make the system practical for production use.

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