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 |
|---|---|---|---|---|
| 867 | Adaptive Stream Resource Management Using Kalman Filters | 2004 | SIGMOD | 0.00013558509 |
| 876 | Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration | 2011 | VLDB | 0.00013521786 |
| 995 | Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management | 2013 | SIGMOD | 0.00012845341 |
| 1,177 | Dhalion: Self-Regulating Stream Processing in Heron | 2017 | VLDB | 0.00011908392 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,200 | Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing | 2019 | SIGMOD | 5.3688031e-05 |
| 1,135 | Scalable Distributed Stream Processing | 2003 | CIDR | 0.00012108135 |
| 5,320 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 6.3363428e-05 |
| 6,910 | Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance | 2005 | VLDB | 5.811645e-05 |
| 8,461 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 5.4902814e-05 |
| 2,308 | Optimal Sampling From Distributed Streams | 2010 | PODS | 8.858717e-05 |
| 6,342 | A Holistic View of Stream Partitioning Costs | 2017 | VLDB | 5.9697897e-05 |
| 5,446 | Staying FIT: Efficient Load Shedding Techniques for Distributed Stream Processing | 2007 | VLDB | 6.2838944e-05 |
| 714 | Adaptive Filters for Continuous Queries over Distributed Data Streams | 2003 | SIGMOD | 0.00014806566 |
| 9,326 | Providing Resiliency to Load Variations in Distributed Stream Processing | 2006 | VLDB | 5.3455939e-05 |