CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm
Summary: CLASH provides a high-level abstraction atop Apache Storm for native multi-way stream joins. It introduces MultiStream, a join operator that trades intermediate materialization for communication cost, with automated plan optimization and a SQL-like interface to deploy Storm topologies. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,616 | Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing | 2025 | VLDB | 4.1945683e-05 |
| 10,967 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD | 4.1945683e-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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,219 | Rate-Based Query Optimization for Streaming Information Sources | 2002 | SIGMOD | 0.00013223888 |
| 1,286 | Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams | 2013 | SIGMOD | 0.0001282373 |
| 2,814 | Tuple Routing Strategies for Distributed Eddies | 2003 | VLDB | 8.0749691e-05 |
| 3,382 | Scalable and Adaptive Online Joins | 2014 | VLDB | 7.1597145e-05 |
| 4,167 | Scalable Distributed Stream Join Processing | 2015 | SIGMOD | 6.3919506e-05 |
| 7,573 | Squall: Scalable Real-time Analytics | 2016 | VLDB | 4.7071608e-05 |
| 9,350 | Tracking Set Correlations at Large Scale | 2014 | SIGMOD | 4.3525655e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,694 | How Soccer Players Would do Stream Joins | 2011 | SIGMOD | 0.00010893764 |
| 6,436 | Providing Streaming Joins as a Service at Facebook | 2018 | VLDB | 5.0636254e-05 |
| 6,476 | Parallel Index-based Stream Join on a Multicore CPU | 2020 | SIGMOD | 5.0496617e-05 |
| 4,132 | Advanced Join Strategies for Large-Scale Distributed Computation | 2014 | VLDB | 6.4241067e-05 |
| 7,573 | Squall: Scalable Real-time Analytics | 2016 | VLDB | 4.7071608e-05 |
| 6,759 | AStream: Ad-hoc Shared Stream Processing | 2019 | SIGMOD | 4.9352213e-05 |
| 1,233 | Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources | 2003 | VLDB | 0.0001313363 |
| 10,967 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD | 4.1945683e-05 |
| 4,167 | Scalable Distributed Stream Join Processing | 2015 | SIGMOD | 6.3919506e-05 |
| 8,075 | AJoin: Ad-hoc Stream Joins at Scale | 2020 | VLDB | 4.5917655e-05 |