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In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All

Summary: Condor makes synopsis-based streaming a first-class operator by modeling synopses as windowed aggregate functions. Divide-and-conquer distribution enables linear-scale, high-performance processing, achieving up to 75x speedups over prior approaches. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12367
Venue
VLDB
Year
2021
Pagerank
4.1905499e-05
Overall Rank
11,506 | 20.04%
DOI
10.14778/3467861.3467871

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Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
28 Accurate Estimation Of The Number Of Tuples Satisfying A Condition 1984 SIGMOD 0.00080571183
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
63 Improved Histograms for Selectivity Estimation of Range Predicates 1996 SIGMOD 0.00063595699
398 Mergeable Summaries 2012 PODS 0.00024383201
430 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.00023406426
536 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020651621
723 Load Shedding in a Data Stream Manager 2003 VLDB 0.00017493042
831 Finding Frequent Items in Data Streams 2008 VLDB 0.00016094846
1,320 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00012606067
1,394 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.00012218557
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
2,124 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.4824543e-05
2,918 DDSketch: A Fast and Fully-Mergeable Quantile Sketch with Relative-Error Guarantees 2019 VLDB 7.9043213e-05
3,270 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3013196e-05
3,335 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.2023806e-05
4,347 On Biased Reservoir Sampling in the Presence of Stream Evolution 2006 VLDB 6.2588401e-05
4,656 One-Pass Wavelet Synopses for Maximum-Error Metrics 2005 VLDB 6.0101164e-05
8,092 Probabilistic Histograms for Probabilistic Data 2009 VLDB 4.5847443e-05
8,715 Scotch: Generating FPGA-Accelerators for Sketching at Line Rate 2021 VLDB 4.4571724e-05
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