DBScholar

Back to papers

Disaggregated State Management in Apache Flink 2.0

Summary: Flink 2.0 disaggregates state from compute, streaming updates to a remote DFS while caching locally and masking latency asynchronously. ForSt’s unified filesystem enables lightweight checkpointing, recovery, and reconfiguration—up to 94% shorter checkpoints, 49× faster recovery, and 50% lower cost. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h76502f33a8ba24a4
Venue
VLDB
Year
2025
Pagerank
5.1258854e-05
Overall Rank
9,683 | 35.10%
DOI
10.14778/3750601.3750609
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{mei_vldb25,
        title = {{Disaggregated State Management in Apache Flink 2.0}},
        author = {Mei, Yuan and Xia, Rui and Lan, Zhaoqian and Hu, Kaitian and Huang, Lei and Carbone, Paris and Lei, Yanfei and Kalavri, Vasiliki and Yin, Han and Wang, Feng},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {12},
        pages = {4848--4859},
        doi = {10.14778/3750601.3750609},
        url = {https://doi.org/10.14778/3750601.3750609},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
11,133 Terark-DS: A High-Performance and Storage-Efficient Key-Value Separation Storage Engine on Disaggregated Storage 2026 VLDB 4.9605343e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 cited papers.

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

Rank Cited Paper Year Venue Pagerank
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
63 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00038609177
219 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.0002429959
233 Storm @Twitter 2014 SIGMOD 0.00023754096
240 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023371986
328 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020889528
370 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00019781831
433 Flexible Time Management in Data Stream Systems 2004 PODS 0.00018370788
514 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017005839
651 Amazon Redshift Re-invented 2022 SIGMOD 0.00015126716
1,202 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011523108
1,221 PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database 2018 VLDB 0.00011449953
1,310 Realtime Data Processing at Facebook 2016 SIGMOD 0.00011065568
1,409 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010732706
1,509 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010415166
1,640 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 9.9825117e-05
1,687 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.8500167e-05
1,785 Samza: Stateful Scalable Stream Processing at LinkedIn 2017 VLDB 9.6438157e-05
1,841 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.5155524e-05
1,951 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.302451e-05
2,474 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.3955114e-05
2,679 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 8.1228765e-05
3,586 STREAM: The Stanford Stream Data Manager (Demonstration Description) 2003 SIGMOD 7.1688645e-05
3,684 DBSP: Automatic Incremental View Maintenance for Rich Query Languages 2023 VLDB 7.0834345e-05
4,327 Consistent Regions: Guaranteed Tuple Processing in IBM Streams 2016 VLDB 6.6480683e-05
4,475 Consistency and Completeness: Rethinking Distributed Stream Processing in Apache Kafka 2021 SIGMOD 6.5699934e-05
6,281 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8083033e-05
6,635 Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow 2021 VLDB 5.7098902e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 6,607 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD
2 13,881 Fault-Tolerance for Distributed Iterative Dataflows in Action 2018 VLDB
3 12,022 Klink: Progress-Aware Scheduling for Streaming Data Systems 2021 SIGMOD
4 9,864 Optimistic Recovery for Iterative Dataflows in Action 2015 SIGMOD
5 1,128 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD
6 6,635 Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow 2021 VLDB
7 10,997 A Decade of Apache Spark Structured Streaming: How We Evolved The Architecture To Meet Real-World Needs 2026 VLDB
8 973 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD
9 10,932 Fugue: Online Elasticity for Distributed Stateful Stream Processing 2026 VLDB
10 1,409 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB