Minimizing Cost by Reducing Scaling Operations in Distributed Stream Processing
Summary: Reduces scaling frequency in elastic distributed stream processing by pre-filtering workload signals with signal-processing. Real-world testbed validation and break-even cost analysis show elasticity preserved with lower scaling overhead. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,045 | Adaptive Stream Resource Management Using Kalman Filters | 2004 | SIGMOD | 0.00014472777 |
| 1,084 | Dhalion: Self-Regulating Stream Processing in Heron | 2017 | VLDB | 0.00014209714 |
| 1,121 | Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration | 2011 | VLDB | 0.00013856011 |
| 1,226 | Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management | 2013 | SIGMOD | 0.00013180799 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,217 | Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing | 2019 | SIGMOD | 4.3712054e-05 |
| 1,340 | Scalable Distributed Stream Processing | 2003 | CIDR | 0.00012489223 |
| 4,905 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 5.8398332e-05 |
| 6,335 | Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance | 2005 | VLDB | 5.1056594e-05 |
| 7,660 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6862657e-05 |
| 2,080 | Optimal Sampling From Distributed Streams | 2010 | PODS | 9.5899129e-05 |
| 6,629 | A Holistic View of Stream Partitioning Costs | 2017 | VLDB | 4.9880986e-05 |
| 5,675 | Staying FIT: Efficient Load Shedding Techniques for Distributed Stream Processing | 2007 | VLDB | 5.3766e-05 |
| 1,003 | Adaptive Filters for Continuous Queries over Distributed Data Streams | 2003 | SIGMOD | 0.00014698435 |
| 9,313 | Providing Resiliency to Load Variations in Distributed Stream Processing | 2006 | VLDB | 4.3565355e-05 |