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With increasing availability of massive survival data, researchers need valid statistical inferences for survival modeling whose computation is not limited by computer memories. Existing works focus on relative risk models using the online updating and divide‐and‐conquer strategies. The subsampling strategy has not been available due to challenges in developing the asymptotic properties of the estimator...