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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
12366
Venue
VLDB
Year
2021
Pagerank
4.1945683e-05
Overall Rank
11,502 | 19.99%
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 0.00080435857
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
64 Improved Histograms for Selectivity Estimation of Range Predicates 1996 SIGMOD 0.00063612837
402 Mergeable Summaries 2012 PODS 0.00024196343
449 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.00022846068
538 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020678804
726 Load Shedding in a Data Stream Manager 2003 VLDB 0.00017511209
835 Finding Frequent Items in Data Streams 2008 VLDB 0.00016109621
1,323 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00012601997
1,392 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.00012229045
1,788 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010555742
2,101 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.5429492e-05
2,914 DDSketch: A Fast and Fully-Mergeable Quantile Sketch with Relative-Error Guarantees 2019 VLDB 7.9118579e-05
3,265 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3083672e-05
3,333 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.2093479e-05
4,350 On Biased Reservoir Sampling in the Presence of Stream Evolution 2006 VLDB 6.2645054e-05
4,659 One-Pass Wavelet Synopses for Maximum-Error Metrics 2005 VLDB 6.0160083e-05
8,090 Probabilistic Histograms for Probabilistic Data 2009 VLDB 4.5888589e-05
8,717 Scotch: Generating FPGA-Accelerators for Sketching at Line Rate 2021 VLDB 4.4614498e-05
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