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Fault Tolerance Placement in the Internet of Things

Summary: Resource-aware fault tolerance for IoT stream processing at the edge, where backups and operators must co-schedule on constrained devices. Casts FT as a multi-objective operator-placement problem, jointly deciding backup placement and processing to avoid underprovisioning and boost throughput. (summarized by gpt-5.4-mini on May 24 2026)

Paper ID
6965
Venue
SIGMOD
Year
2024
Pagerank
5.093636e-05
Overall Rank
11,176 | 23.33%
DOI
10.1145/3654941

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Authors

BibTeX Citation

@inproceedings{kozar_sigmod24,
        title = {{Fault Tolerance Placement in the Internet of Things}},
        author = {Kozar, Anastasiia and Del Monte, Bonaventura and Zeuch, Steffen and Markl, Volker},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3654941},
        url = {https://dl.acm.org/doi/10.1145/3654941},
        year = {2024}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank Cited Paper Year Venue Pagerank
220 Storm @Twitter 2014 SIGMOD 0.00024244587
505 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017285498
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
1,190 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011743246
1,422 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010823039
1,888 Aurora: A Data Stream Management System 2003 SIGMOD 9.5338565e-05
1,895 Samza: Stateful Scalable Stream Processing at LinkedIn 2017 VLDB 9.5260291e-05
2,622 A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans 2011 SIGMOD 8.3330136e-05
3,126 S-Store: A Streaming NewSQL System for Big Velocity Applications 2014 VLDB 7.7330792e-05
3,306 Frontier: Resilient Edge Processing for the Internet of Things 2018 VLDB 7.5387095e-05
3,776 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 7.1347542e-05
4,279 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 6.7865878e-05
5,215 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 6.3124972e-05
5,301 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 6.2750553e-05
6,349 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.9049304e-05
6,502 Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow 2021 VLDB 5.8604458e-05
7,108 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5.7004611e-05
10,008 Towards Unifying Query Interpretation and Compilation 2023 CIDR 5.1785299e-05
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