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Eddies: Continuously Adaptive Query Processing

Summary: Introduce eddies: continuously adaptive query processing that reorders operators on the fly in shared-nothing DBs. Guided by symmetry moments and barrier coordination, a learner merges optimization with execution, delivering gains in dynamic workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3191
Venue
SIGMOD
Year
2000
Pagerank
0.00046191288
Overall Rank
116 | 99.20%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 34 of 134 citing papers.

Rank Citing Paper Year Venue Pagerank
8,168 Progressive Optimization in a Shared-Nothing Parallel Database 2007 SIGMOD 4.5674166e-05
8,247 A Generic Flow Algorithm for Shared Filter Ordering Problems 2008 PODS 4.5454359e-05
8,394 Optimizing Declarative Graph Queries at Large Scale 2019 SIGMOD 4.5233733e-05
8,611 Parallel Querying with Non-Dedicated Computers 2005 VLDB 4.4807595e-05
8,623 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 4.4786182e-05
8,659 Delay Aware Querying with Seaweed 2006 VLDB 4.4682399e-05
8,678 Efficient Scheduling of Heterogeneous Continuous Queries 2006 VLDB 4.4644955e-05
8,767 STAR: Self-Tuning Aggregation for Scalable Monitoring 2007 VLDB 4.4520434e-05
8,772 SkinnerMT: Parallelizing for Efficiency and Robustness in Adaptive Query Processing on Multicore Platforms 2023 VLDB 4.451034e-05
8,866 Optimization of Multi-Version Expensive Predicates 2007 SIGMOD 4.4281817e-05
8,869 Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing 2010 VLDB 4.4277859e-05
8,986 High Performance Stream Query Processing With Correlation-Aware Partitioning 2014 VLDB 4.4128163e-05
9,191 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3738237e-05
9,245 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 4.3648789e-05
9,331 BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach 2023 SIGMOD 4.351469e-05
9,497 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 4.3300131e-05
9,662 Efficient Query Re-optimization with Judicious Subquery Selections 2023 SIGMOD 4.3056334e-05
9,692 ROME: Robust Query Optimization via Parallel Multi-Plan Execution 2024 SIGMOD 4.2986161e-05
9,868 Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections 2022 VLDB 4.2634472e-05
9,929 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 4.2470891e-05
10,018 GenJoin: Conditional Generative Plan-to-Plan Query Optimizer that Learns from Subplan Hints 2026 SIGMOD 4.1905499e-05
10,241 Robust Predicate Transfer with Dynamic Execution 2026 VLDB 4.1905499e-05
10,478 AJOSC: Adaptive Join Order Selection for Continuous Queries 2025 SIGMOD 4.1905499e-05
10,714 Extensible and Robust Evaluation of Similarity Queries 2025 VLDB 4.1905499e-05
10,860 Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs 2025 VLDB 4.1905499e-05
11,269 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 VLDB 4.1905499e-05
11,511 TQEL: Framework for Query-Driven Linking of Top-K Entities in Social Media Blogs 2021 VLDB 4.1905499e-05
12,319 Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary) 2009 SIGMOD 4.1905499e-05
12,431 The Data Ring: Community Content Sharing 2007 CIDR 4.1905499e-05
12,497 Asking the Right Questions: Model-driven Optimization using Probes 2006 PODS 4.1905499e-05
12,528 Scalable Continuous Query Processing by Tracking Hotspots 2006 VLDB 4.1905499e-05
12,623 The Database Machine: Old Story, New Slant? 2003 CIDR 4.1905499e-05
12,645 Adaptive Distributed Query Processing 2003 VLDB 4.1905499e-05
12,677 Fault-tolerant, Load-balancing Queries in Telegraph 2001 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Implementation Techniques For Main Memory Database Systems 1984 SIGMOD 0.001426258
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.0004673401
144 Optimization of Nonrecursive Queries 1986 VLDB 0.00041430126
152 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00040979242
216 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00033560137
221 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00033182072
236 High-Performance Sorting on Networks of Workstations 1997 SIGMOD 0.00031790391
342 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00026836424
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
457 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00022699974
867 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00015757737
1,531 Online Dynamic Reordering for Interactive Data Processing 1999 VLDB 0.00011467334
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Overall Rank Paper Year Venue Pagerank
1,345 On the Design of a Query Processing Strategy in a Distributed Database Environment 1983 SIGMOD 0.0001247541
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7,893 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 4.6196344e-05
1,006 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014684829
2,818 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.0673424e-05
12,645 Adaptive Distributed Query Processing 2003 VLDB 4.1905499e-05
8,869 Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing 2010 VLDB 4.4277859e-05
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031037999
4,945 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 5.8115261e-05