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Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems
Summary: Chi: scalable, programmable control plane for distributed stream processing; embeds control messages in data-plane channels for reconfiguration. Continuous monitoring and feedback enable dynamic policy deployment to meet SLOs; workloads validate.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11620
- Venue
- VLDB
- Year
- 2018
- Pagerank
- 6.9843512e-05
- Overall Rank
- 3,550 | 75.31%
- DOI
-
10.14778/3231751.3231765
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 15 of 15 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 4,044 |
Megaphone: Latency-conscious state migration for distributed streaming dataflows |
2019 |
VLDB |
6.4995312e-05 |
| 4,795 |
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines |
2020 |
SIGMOD |
5.9158043e-05 |
| 4,822 |
Consistency and Completeness: Rethinking Distributed Stream Processing in Apache Kafka |
2021 |
SIGMOD |
5.8959131e-05 |
| 5,286 |
StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance |
2023 |
VLDB |
5.5838392e-05 |
| 6,242 |
Helios: Hyperscale Indexing for the Cloud & Edge |
2020 |
VLDB |
5.1408379e-05 |
| 6,759 |
AStream: Ad-hoc Shared Stream Processing |
2019 |
SIGMOD |
4.9352213e-05 |
| 8,038 |
Amber: A Debuggable Dataflow System Based on the Actor Model |
2020 |
VLDB |
4.600124e-05 |
| 8,758 |
Hyperspace: The Indexing Subsystem of Azure Synapse |
2021 |
VLDB |
4.456315e-05 |
| 9,217 |
Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing |
2019 |
SIGMOD |
4.3712054e-05 |
| 9,733 |
ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems |
2023 |
VLDB |
4.2942813e-05 |
| 9,797 |
Dalton: Learned Partitioning for Distributed Data Streams |
2023 |
VLDB |
4.2818172e-05 |
| 9,883 |
Towards Resource-adaptive Query Execution in Cloud Native Databases |
2024 |
CIDR |
4.2635782e-05 |
| 10,274 |
Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum |
2026 |
VLDB |
4.1945683e-05 |
| 10,280 |
Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things |
2026 |
VLDB |
4.1945683e-05 |
| 11,243 |
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees |
2023 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 21 of 21 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 22 |
SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets |
2008 |
VLDB |
0.0008456613 |
| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061639801 |
| 179 |
Efficient and Extensible Algorithms for Multi Query Optimization |
2000 |
SIGMOD |
0.00037672155 |
| 191 |
The Design of the Borealis Stream Processing Engine |
2005 |
CIDR |
0.00035738595 |
| 288 |
Storm @Twitter |
2014 |
SIGMOD |
0.00028939871 |
| 314 |
MillWheel: Fault-Tolerant Stream Processing at Internet Scale |
2013 |
VLDB |
0.00028084774 |
| 323 |
Gigascope: A Stream Database for Network Applications |
2003 |
SIGMOD |
0.00027492196 |
| 351 |
Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs |
2009 |
VLDB |
0.0002636504 |
| 538 |
The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing |
2015 |
VLDB |
0.00020678804 |
| 591 |
TelegraphCQ: Continuous Dataflow Processing |
2003 |
SIGMOD |
0.00019569071 |
| 824 |
Twitter Heron: Stream Processing at Scale |
2015 |
SIGMOD |
0.0001623129 |
| 947 |
MRShare: Sharing Across Multiple Queries in MapReduce |
2010 |
VLDB |
0.00015114576 |
| 1,084 |
Dhalion: Self-Regulating Stream Processing in Heron |
2017 |
VLDB |
0.00014209714 |
| 1,098 |
Trill: A High-Performance Incremental Query Processor for Diverse Analytics |
2015 |
VLDB |
0.00014114442 |
| 1,226 |
Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management |
2013 |
SIGMOD |
0.00013180799 |
| 1,340 |
Scalable Distributed Stream Processing |
2003 |
CIDR |
0.00012489223 |
| 3,569 |
S-Store: A Streaming NewSQL System for Big Velocity Applications |
2014 |
VLDB |
6.9608969e-05 |
| 3,703 |
Multi-Query Optimization in MapReduce Framework |
2014 |
VLDB |
6.8289978e-05 |
| 4,155 |
Query Suspend and Resume |
2007 |
SIGMOD |
6.4030559e-05 |
| 7,893 |
Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries |
2011 |
SIGMOD |
4.6240987e-05 |
| 8,633 |
Demonstration: MacroBase, A Fast Data Analysis Engine |
2017 |
SIGMOD |
4.4802036e-05 |
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| 7,372 |
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| 5,286 |
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