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Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance

Summary: AF-Stream introduces approximate fault tolerance for distributed streams: adaptive, selectively issued backups bound failure-induced errors theoretically while reducing overhead. Its extensible model supports general streaming algorithms with few tuning parameters and sustains high performance and accuracy across failures. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11755
Venue
VLDB
Year
2017
Pagerank
5.093636e-05
Overall Rank
12,022 | 17.52%
DOI
10.14778/3021924.3021927

Incoming Non-self Citations Over Time

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Authors

BibTeX Citation

@article{huang_vldb17,
        title = {{Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance}},
        author = {Huang, Qun and Lee, Patrick P. C.},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {3},
        pages = {73--84},
        doi = {10.14778/3021924.3021927},
        url = {https://doi.org/10.14778/3021924.3021927},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
131 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00030424509
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
452 An Architecture for Parallel Topic Models 2010 VLDB 0.00018146809
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
983 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.0001283214
1,090 Scalable Distributed Stream Processing 2003 CIDR 0.0001224178
1,209 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00011657178
1,785 A Scalable Hash Ripple Join Algorithm 2002 SIGMOD 9.7702627e-05
1,789 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.7502324e-05
1,945 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD 9.4348569e-05
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