Shrink - Prescribing Resiliency Solutions for Streaming

Summary: Shrink provides the first comprehensive, cloud-oriented cost comparison of streaming-query resiliency strategies. Its validated models show no one-size-fits-all policy, defeat rules of thumb, and identify a generalized periodic-checkpointing strategy as broadly useful. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 11735
Venue: VLDB
Year: 2017
Pagerank: 5.2432384e-05
Overall Rank: 9,496 | 35.08%
DOI: 10.14778/2732274.2732285

Incoming Non-self Citations Over Time

Authors

1. Badrish Chandramouli (Microsoft)
2. Jonathan Goldstein (Microsoft)

BibTeX Citation

@article{chandramouli_vldb17,
        title = {{Shrink - Prescribing Resiliency Solutions for Streaming}},
        author = {Chandramouli, Badrish and Goldstein, Jonathan},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {7},
        number = {5},
        pages = {505--516},
        doi = {10.14778/2732274.2732285},
        url = {https://doi.org/10.14778/2732274.2732285},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,776	Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows	2021	SIGMOD	6.4944264e-05
5,254	A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications	2020	VLDB	6.2804142e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
224	MillWheel: Fault-Tolerant Stream Processing at Internet Scale	2013	VLDB	0.00024063317
712	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014668046
1,209	Highly Available, Fault-Tolerant, Parallel Dataflows	2004	SIGMOD	0.00011623377
1,909	S-Store: Streaming Meets Transaction Processing	2015	VLDB	9.4794905e-05
2,633	A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans	2011	SIGMOD	8.2992958e-05
3,724	Query Suspend and Resume	2007	SIGMOD	7.1518514e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	12,451	Resiliency-Aware Data Management	2011	VLDB
2	4,757	Continuous Cloud-Scale Query Optimization and Processing	2013	VLDB
3	3,550	Scalable Distributed Stream Join Processing	2015	SIGMOD
4	8,695	Scalable Delivery of Stream Query Result	2009	VLDB
5	8,370	A system design for elastically scaling transaction processing engines in virtualized servers	2020	VLDB
6	5,553	Staying FIT: Efficient Load Shedding Techniques for Distributed Stream Processing	2007	VLDB
7	10,331	Sketch-based Secure Query Processing for Streaming Data	2026	SIGMOD
8	1,364	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD
9	983	Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management	2013	SIGMOD
10	9,500	Providing Resiliency to Load Variations in Distributed Stream Processing	2006	VLDB