Fault-Tolerance for Distributed Iterative Dataflows in Action

Summary: Unblocking checkpointing overlaps computation and writes in distributed iterative dataflows. Introduces confined recovery and replica recovery with broadcast-variable replicas for fast, checkpointing-free recovery; demonstrated in Flink on PageRank, Connected Components, and K-Means. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11692
Venue: VLDB
Year: 2018
Pagerank: -
Overall Rank: 13,322 | 7.33%
DOI: 10.14778/3229863.3236242

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