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: hc37788ab0bb38dd2
Venue: SIGMOD
Year: 2024
Pagerank: 4.9793485e-05
Overall Rank: 11,521 | 22.54%
DOI: 10.1145/3654941

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Anastasiia Kozar (Technical University of Berlin)
2. Bonaventura Del Monte (Observe Inc.)
3. Steffen Zeuch (Technical University of Berlin)
4. Volker Markl (DFKI GmbH; Technical University of Berlin)

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}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,773	Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum	2026	VLDB	4.9793485e-05
10,846	Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things	2026	VLDB	4.9793485e-05

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
231	Storm @Twitter	2014	SIGMOD	0.00023841089
510	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00017065714
606	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.00015635133
1,123	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.0001193233
1,402	State Management in Apache Flink: Consistent Stateful Distributed Stream Processing	2017	VLDB	0.00010771949
1,771	Samza: Stateful Scalable Stream Processing at LinkedIn	2017	VLDB	9.6803752e-05
1,946	Aurora: A Data Stream Management System	2003	SIGMOD	9.3249193e-05
2,672	A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans	2011	SIGMOD	8.1491683e-05
3,159	S-Store: A Streaming NewSQL System for Big Velocity Applications	2014	VLDB	7.5808147e-05
3,370	Frontier: Resilient Edge Processing for the Internet of Things	2018	VLDB	7.3695613e-05
3,790	Fault-tolerant Stream Processing using a Distributed, Replicated File System	2008	VLDB	7.0190297e-05
4,109	Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines	2020	SIGMOD	6.8008755e-05
5,230	Babelfish: Efficient Execution of Polyglot Queries	2022	VLDB	6.2189001e-05
5,343	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR	6.1708665e-05
6,441	Grizzly: Efficient Stream Processing Through Adaptive Query Compilation	2020	SIGMOD	5.7834762e-05
6,620	Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow	2021	VLDB	5.7315465e-05
7,255	Showcasing Data Management Challenges for Future IoT Applications with NebulaStream	2023	VLDB	5.5725581e-05
10,193	Towards Unifying Query Interpretation and Compilation	2023	CIDR	5.0633497e-05

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#	Overall Rank	Paper	Year	Venue
1	3,933	Operator Placement for In-Network Stream Query Processing	2005	PODS
2	12,100	Demand-based Sensor Data Gathering with Multi-Query Optimization	2020	VLDB
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7	9,773	Cost-based Fault-tolerance for Parallel Data Processing	2015	SIGMOD
8	2,672	A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans	2011	SIGMOD
9	10,846	Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things	2026	VLDB
10	3,370	Frontier: Resilient Edge Processing for the Internet of Things	2018	VLDB