Dhalion in Action: Automatic Management of Streaming Applications
Summary: Policy-driven automation for streaming apps via Dhalion; observes behavior and auto-tunes resources to meet performance objectives. Demonstrates modular, extensible policy design enabling automatic adaptation to load variations and failures with no manual intervention. (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 |
|---|---|---|---|---|
| 8,217 | Spur: Mitigating Slow Instances in Large-Scale Streaming Pipelines | 2020 | SIGMOD | 4.5568298e-05 |
| 10,263 | APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution | 2026 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 288 | Storm @Twitter | 2014 | SIGMOD | 0.00028939871 |
| 824 | Twitter Heron: Stream Processing at Scale | 2015 | SIGMOD | 0.0001623129 |
| 1,084 | Dhalion: Self-Regulating Stream Processing in Heron | 2017 | VLDB | 0.00014209714 |
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