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Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile

Summary: Hazelcast Jet is a scale-out stream processor engineered for millisecond latency at the 99.99th percentile and millions of events per CPU core. It uniquely combines IMDG integration with out-of-order handling and exactly-once guarantees, detailing performance-oriented design choices and lessons. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
12704
Venue
VLDB
Year
2021
Pagerank
5.6532162e-05
Overall Rank
7,294 | 49.96%
DOI
10.14778/3476311.3476387

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{gencer_vldb21,
        title = {{Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile}},
        author = {Gencer, Can and Topolnik, Marko and Ďurina, Viliam and Demirci, Emin and Kahveci, Ensar B. and Gürbüz, Ali and Lukáš, Ondřej and Bartók, József and Gierlach, Grzegorz and Hartman, František and Yılmaz, Ufuk and Doğan, Mehmet and Mandouh, Mohamed and Fragkoulis, Marios and Katsifodimos, Asterios},
        journal = {PVLDB},
        series = {{VLDB} '21},
        volume = {14},
        number = {12},
        pages = {3110--3121},
        doi = {10.14778/3476311.3476387},
        url = {https://doi.org/10.14778/3476311.3476387},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank Cited Paper Year Venue Pagerank
98 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034510605
220 Storm @Twitter 2014 SIGMOD 0.00024244587
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
361 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020138717
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
710 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014715033
983 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.0001283214
1,190 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011743246
1,223 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011602265
1,422 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010823039
1,482 Cloudburst: Stateful Functions-as-a-Service 2020 VLDB 0.00010642079
1,895 Samza: Stateful Scalable Stream Processing at LinkedIn 2017 VLDB 9.5260291e-05
4,278 Consistent Regions: Guaranteed Tuple Processing in IBM Streams 2016 VLDB 6.7871785e-05
4,974 Stateful Functions as a Service in Action 2019 VLDB 6.4178811e-05
8,309 Spur: Mitigating Slow Instances in Large-Scale Streaming Pipelines 2020 SIGMOD 5.4560857e-05
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