Squall: Scalable Real-time Analytics
Summary: Scalable real-time analytics on a cluster with skew-resilient, adaptive operators for low latency. Novel join operators; windowing (tumbling/sliding) atop a full-history engine with incremental view maintenance; Storm-based distribution; five years of lessons and a demo plan. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Aleksandar Vitorovic
- 2. Mohammed Elseidy
- 3. Khayyam Guliyev
- 4. Khue Vu Minh
- 5. Daniel Espino
- 6. Mohammad Dashti
- 7. Yannis Klonatos
- 8. Christoph Koch
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,621 | CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm | 2019 | SIGMOD | 4.4837361e-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 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 586 | DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views | 2012 | VLDB | 0.00019685374 |
| 1,074 | Processing Theta-Joins using MapReduce* | 2011 | SIGMOD | 0.00014260096 |
| 3,062 | Efficient Multi-way Theta-Join Processing Using MapReduce | 2012 | VLDB | 7.6343994e-05 |
| 3,382 | Scalable and Adaptive Online Joins | 2014 | VLDB | 7.1597145e-05 |
| 3,704 | How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates | 2016 | SIGMOD | 6.827494e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 824 | Twitter Heron: Stream Processing at Scale | 2015 | SIGMOD | 0.0001623129 |
| 1,326 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD | 0.00012576952 |
| 10,491 | Intra-Query Runtime Elasticity for Cloud-Native Data Analysis | 2025 | SIGMOD | 4.1945683e-05 |
| 7,067 | JetScope: Reliable and Interactive Analytics at Cloud Scale | 2015 | VLDB | 4.8440936e-05 |
| 12,636 | Adaptive Distributed Query Processing | 2003 | VLDB | 4.1945683e-05 |
| 4,167 | Scalable Distributed Stream Join Processing | 2015 | SIGMOD | 6.3919506e-05 |
| 11,913 | STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data | 2015 | SIGMOD | 4.1945683e-05 |
| 288 | Storm @Twitter | 2014 | SIGMOD | 0.00028939871 |
| 7,599 | Quill: Efficient, Transferable, and Rich Analytics at Scale | 2016 | VLDB | 4.7003593e-05 |
| 2,948 | Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases | 2015 | SIGMOD | 7.8341023e-05 |