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Quantifying path changes from multiple granularity levels is often required. However, existing methods all characterize path changes on each level independently, thus duplicating and/or missing certain path differences. In this paper, we propose DiffP, an integrative multi-level analysis to overcome this deficiency, and demonstrate its applications in analyzing path changes during an ISP transition.