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Storm @Twitter

Summary: Describes Storm, a real-time, fault-tolerant distributed stream processing system deployed at Twitter at scale. Covers architecture, topology execution, scale-out, and fault tolerance, with empirical resilience data and production-time lessons. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4920
Venue
SIGMOD
Year
2014
Pagerank
0.00024244587
Overall Rank
220 | 98.50%
DOI
10.1145/2588555.2595641

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{toshniwal_sigmod14,
        title = {{Storm @Twitter}},
        author = {Toshniwal, Ankit and Taneja, Siddarth and Shukla, Amit and Ramasamy, Karthik and Patel, Jignesh M. and Kulkarni, Sanjeev and Jackson, Jason and Gade, Krishna and Fu, Maosong and Donham, Jake and Bhagat, Nikunj and Mittal, Sailesh and Ryaboy, Dmitriy},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2595641},
        url = {https://dl.acm.org/doi/10.1145/2588555.2595641},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 73 citing papers.

Rank Citing Paper Year Venue Pagerank
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
1,224 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00011596911
1,246 Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows 2018 VLDB 0.00011504088
1,389 Realtime Data Processing at Facebook 2016 SIGMOD 0.00010943767
1,639 Summingbird: A Framework for Integrating Batch and Online MapReduce Computations 2014 VLDB 0.00010155021
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
2,209 Regular Path Query Evaluation on Streaming Graphs 2020 SIGMOD 8.9437338e-05
2,391 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.6413407e-05
2,802 General Incremental Sliding-Window Aggregation 2015 VLDB 8.1093063e-05
2,868 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 8.0156936e-05
3,060 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.8062155e-05
3,117 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 7.7382559e-05
3,126 S-Store: A Streaming NewSQL System for Big Velocity Applications 2014 VLDB 7.7330792e-05
3,789 Husky: Towards a More Efficient and Expressive Distributed Computing Framework 2016 VLDB 7.1240627e-05
3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 7.0735328e-05
4,171 Accelerating Dynamic Graph Analytics on GPUs 2018 VLDB 6.8537202e-05
4,254 GraphJet: Real-Time Content Recommendations at Twitter 2016 VLDB 6.8024576e-05
4,686 Tornado: A System For Real-Time Iterative Analysis Over Evolving Data 2016 SIGMOD 6.5620646e-05
4,820 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 6.493623e-05
5,700 SnappyData: A Hybrid Transactional Analytical Store Built On Spark 2016 SIGMOD 6.1167342e-05
5,756 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 6.097233e-05
6,012 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 6.0102675e-05
6,045 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.9957544e-05
6,344 Towards General and Efficient Online Tuning for Spark 2023 VLDB 5.9060457e-05
6,349 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.9049304e-05
6,410 A Holistic View of Stream Partitioning Costs 2017 VLDB 5.884019e-05
6,482 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.8668582e-05
6,734 Liquid: Unifying Nearline and Offline Big Data Integration 2015 CIDR 5.7879923e-05
6,868 Incremental Sliding Window Connectivity over Streaming Graphs 2024 VLDB 5.7501594e-05
7,294 Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile 2021 VLDB 5.6532162e-05
7,814 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.5389009e-05
7,820 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 5.5373345e-05
7,856 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.5306709e-05
8,309 Spur: Mitigating Slow Instances in Large-Scale Streaming Pipelines 2020 SIGMOD 5.4560857e-05
8,874 Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows 2023 CIDR 5.3536236e-05
8,916 Texera: A System for Collaborative and Interactive Data Analytics Using Workflows 2024 VLDB 5.3483178e-05
9,050 Streaming Democratized: Ease Across the Latency Spectrum with Delayed View Semantics and Snowflake Dynamic Tables 2025 SIGMOD 5.3251649e-05
9,064 What's the Difference? Incremental Processing with Change Queries in Snowflake 2023 SIGMOD 5.3251649e-05
9,077 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.3251649e-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
9,366 MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores 2023 SIGMOD 5.2789847e-05
9,392 A Step Toward Deep Online Aggregation 2023 SIGMOD 5.2755515e-05
9,468 Disaggregated State Management in Apache Flink 2.0 2025 VLDB 5.2634238e-05
9,633 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 5.2434488e-05
9,637 Dhalion in Action: Automatic Management of Streaming Applications 2018 VLDB 5.2434488e-05
9,640 Supporting Scalable Analytics with Latency Constraints 2015 VLDB 5.2434488e-05
9,738 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 5.227679e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

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