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)
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Authors
- 1. Chen Xu (East China Normal University)
- 2. Rudi Poepsel Lemaitre (Technical University of Berlin)
- 3. Juan Soto (Technical University of Berlin)
- 4. Volker Markl (Technical University of Berlin)
BibTeX Citation
@article{xu_vldb18,
title = {{Fault-Tolerance for Distributed Iterative Dataflows in Action}},
author = {Xu, Chen and Lemaitre, Rudi Poepsel and Soto, Juan and Markl, Volker},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {12},
pages = {1990--1993},
doi = {10.14778/3229863.3236242},
url = {https://doi.org/10.14778/3229863.3236242},
year = {2018}
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