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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
14277
Venue
VLDB
Year
2025
Pagerank
5.2634238e-05
Overall Rank
9,468 | 35.05%
DOI
10.14778/3750601.3750609

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
10,616 Terark-DS: A High-Performance and Storage-Efficient Key-Value Separation Storage Engine on Disaggregated Storage 2026 VLDB 5.093636e-05
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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
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
220 Storm @Twitter 2014 SIGMOD 0.00024244587
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
230 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023891474
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
368 Continuous Queries over Append-Only Databases 1992 SIGMOD 0.00019968151
424 Flexible Time Management in Data Stream Systems 2004 PODS 0.0001870735
505 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017285498
818 Amazon Redshift Re-invented 2022 SIGMOD 0.00013822916
1,223 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011602265
1,283 PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database 2018 VLDB 0.00011337934
1,389 Realtime Data Processing at Facebook 2016 SIGMOD 0.00010943767
1,422 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010823039
1,559 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010362456
1,639 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010155021
1,789 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.7502324e-05
1,895 Samza: Stateful Scalable Stream Processing at LinkedIn 2017 VLDB 9.5260291e-05
1,915 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.4884706e-05
1,925 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.4764398e-05
2,563 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.412445e-05
3,226 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 7.6231159e-05
3,515 STREAM: The Stanford Stream Data Manager (Demonstration Description) 2003 SIGMOD 7.3540246e-05
4,278 Consistent Regions: Guaranteed Tuple Processing in IBM Streams 2016 VLDB 6.7871785e-05
4,389 Consistency and Completeness: Rethinking Distributed Stream Processing in Apache Kafka 2021 SIGMOD 6.7304854e-05
4,865 DBSP: Automatic Incremental View Maintenance for Rich Query Languages 2023 VLDB 6.4731692e-05
6,502 Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow 2021 VLDB 5.8604458e-05
6,680 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8049764e-05
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# Overall Rank Paper Year Venue
1 7,856 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB
2 2,221 Streaming Graph Partitioning: An Experimental Study 2018 VLDB
3 6,482 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD
4 13,523 Fault-Tolerance for Distributed Iterative Dataflows in Action 2018 VLDB
5 11,665 Klink: Progress-Aware Scheduling for Streaming Data Systems 2021 SIGMOD
6 9,670 Optimistic Recovery for Iterative Dataflows in Action 2015 SIGMOD
7 1,190 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD
8 6,502 Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow 2021 VLDB
9 983 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD
10 1,422 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB