DBScholar

Back to papers

Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems

Summary: Chi embeds control-plane messages in stream data channels, enabling low-latency monitoring and dynamic reconfiguration. Its asynchronous reactive programming model avoids global synchronization and supports flexible SLO-driven control policies at scale. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11808
Venue
VLDB
Year
2018
Pagerank
7.7382559e-05
Overall Rank
3,117 | 78.62%
DOI
10.14778/3231751.3231765

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{mai_vldb18,
        title = {{Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems}},
        author = {Mai, Luo and Zeng, Kai and Potharaju, Rahul and Xu, Le and Suh, Steve and Venkataraman, Shivaram and Costa, Paolo and Kim, Terry and Muthukrishnan, Saravanan and Kuppa, Vamsi and Dhulipalla, Sudheer and Rao, Sriram},
        journal = {PVLDB},
        series = {{VLDB} '18},
        volume = {11},
        number = {10},
        pages = {1303--1316},
        doi = {10.14778/3231751.3231765},
        url = {https://doi.org/10.14778/3231751.3231765},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
3,531 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 7.337549e-05
4,279 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 6.7865878e-05
4,389 Consistency and Completeness: Rethinking Distributed Stream Processing in Apache Kafka 2021 SIGMOD 6.7304854e-05
5,821 StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance 2023 VLDB 6.07598e-05
6,045 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.9957544e-05
6,482 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.8668582e-05
8,090 Amber: A Debuggable Dataflow System Based on the Actor Model 2020 VLDB 5.4890583e-05
8,927 Hyperspace: The Indexing Subsystem of Azure Synapse 2021 VLDB 5.3483178e-05
9,128 Dalton: Learned Partitioning for Distributed Data Streams 2023 VLDB 5.3189314e-05
9,336 Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing 2019 SIGMOD 5.2878276e-05
9,898 ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems 2023 VLDB 5.1997534e-05
10,039 Towards Resource-adaptive Query Execution in Cloud Native Databases 2024 CIDR 5.1723558e-05
10,573 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 5.093636e-05
10,579 Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things 2026 VLDB 5.093636e-05
11,443 Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees 2023 VLDB 5.093636e-05
Previous Page 1 / 1 Next

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
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
30 SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets 2008 VLDB 0.00051174276
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030738755
128 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.0003072825
209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024932174
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
505 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017285498
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
803 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013899943
983 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.0001283214
1,090 Scalable Distributed Stream Processing 2003 CIDR 0.0001224178
1,224 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00011596911
3,126 S-Store: A Streaming NewSQL System for Big Velocity Applications 2014 VLDB 7.7330792e-05
3,163 Multi-Query Optimization in MapReduce Framework 2014 VLDB 7.6784171e-05
3,707 Query Suspend and Resume 2007 SIGMOD 7.1818056e-05
8,065 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 5.4942386e-05
8,660 Demonstration: MacroBase, A Fast Data Analysis Engine 2017 SIGMOD 5.3894205e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB
2 11,181 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD
3 8,081 Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S 2007 VLDB
4 2,393 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD
5 3,532 Scalable Distributed Stream Join Processing 2015 SIGMOD
6 2,606 Process And Dataflow Control In Distributed Data-Intensive Systems 1988 SIGMOD
7 1,090 Scalable Distributed Stream Processing 2003 CIDR
8 9,460 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB
9 7,194 Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning 2018 VLDB
10 5,821 StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance 2023 VLDB