MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area

Summary: MinMax Sampling enables fast, adaptive WAN-wide aggregation. MinMaxopt achieves optimal accuracy; MinMaxadp trades accuracy for speed/adaptivity, delivering ~8x higher accuracy across federated learning, distributed state, and hierarchical aggregation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6471
Venue: SIGMOD
Year: 2022
Pagerank: 4.1905499e-05
Overall Rank: 11,366 | 21.01%
DOI: 10.1145/3514221.3526160

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
363	CockroachDB: The Resilient Geo-Distributed SQL Database	2020	SIGMOD	0.00025750338
1,838	Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing	2014	VLDB	0.00010353323
2,180	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.3629304e-05
2,934	Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles	2005	SIGMOD	7.8628636e-05
3,273	Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation	2018	SIGMOD	7.2899198e-05
3,618	Persistent Data Sketching	2015	SIGMOD	6.9080647e-05
3,810	SketchML: Accelerating Distributed Machine Learning with Data Sketches	2018	SIGMOD	6.7375383e-05
4,053	WANalytics: Geo-Distributed Analytics for a Data Intensive World	2015	SIGMOD	6.4916925e-05
6,426	Finding Global Icebergs over Distributed Data Sets	2006	PODS	5.0605823e-05
7,550	Efficient Top-K Query Processing on Massively Parallel Hardware	2018	SIGMOD	4.7089541e-05
7,847	ChronoCache: Predictive and Adaptive Mid-Tier Query Result Caching	2020	SIGMOD	4.632377e-05

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