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Adaptive Parallel Aggregation Algorithms

Summary: Adaptive parallel aggregation algorithms adjust dynamically to observed grouping selectivities. Analytical modeling and a cluster prototype show strong performance across selectivities and skew, outperforming traditional approaches on some datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2792
Venue
SIGMOD
Year
1995
Pagerank
0.0001094787
Overall Rank
1,674 | 88.36%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
247 On the Computation of Multidimensional Aggregates 1996 VLDB 0.00030927763
714 Adaptive Aggregation on Chip Multiprocessors 2007 VLDB 0.00017730584
885 Query Processing for Sensor Networks 2003 CIDR 0.00015646925
1,334 SkewTune: Mitigating Skew in MapReduce Applications 2012 SIGMOD 0.0001250413
1,600 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 0.00011201407
1,948 Groupwise Processing of Relational Queries 1997 VLDB 9.989482e-05
2,202 A Scalable Hash Ripple Join Algorithm 2002 SIGMOD 9.2987417e-05
2,216 On Parallel Processing of Aggregate and Scalar Functions in Object-Relational DBMS 1998 SIGMOD 9.2699038e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
2,742 Cache-Efficient Aggregation: Hashing Is Sorting 2015 SIGMOD 8.1906104e-05
4,167 Scalable Distributed Stream Join Processing 2015 SIGMOD 6.3919506e-05
5,193 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.6371049e-05
8,462 Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale 2020 CIDR 4.5056381e-05
8,997 Chasing Similarity: Distribution-aware Aggregation Scheduling 2019 VLDB 4.4120041e-05
9,876 Near-Duplicate Sequence Search at Scale for Large Language Model Memorization Evaluation 2023 SIGMOD 4.2667743e-05
11,142 Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets 2024 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank Cited Paper Year Venue Pagerank
861 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00015848554
995 Parallel Algorithms and Their Implementation in MICRONET* 1982 VLDB 0.00014743667
1,978 Managing Memory to Meet Multiclass Workload Response Time Goals 1993 VLDB 9.8808322e-05
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