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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 50 of 134 citing papers.

Rank Citing Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035714897
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031037999
407 Database Cracking 2007 CIDR 0.00023941779
412 Querying the Internet with PIER 2003 VLDB 0.00023852999
503 Worst-case Optimal Join Algorithms 2012 PODS 0.00021517145
539 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020615453
617 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00019048986
711 Adaptive Aggregation on Chip Multiprocessors 2007 VLDB 0.00017724982
876 Plan-Structured Deep Neural Network Models for Query Performance Prediction 2019 VLDB 0.00015660534
889 Data Integration: The Teenage Years 2006 VLDB 0.00015548507
903 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00015449454
934 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015201246
984 Streaming Queries over Streaming Data 2002 VLDB 0.00014840586
1,041 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00014470785
1,104 Cardinality Estimation Done Right: Index-Based Join Sampling 2017 CIDR 0.0001398479
1,123 A Transducer-Based XML Query Processor 2002 VLDB 0.00013836955
1,136 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00013745517
1,220 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00013214188
1,233 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.0001312635
1,268 Proactive Re-Optimization 2005 SIGMOD 0.00012914584
1,296 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012742585
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
1,549 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011407374
1,557 Resource Sharing in Continuous Sliding-Window Aggregates 2004 VLDB 0.00011381807
1,602 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 0.00011192099
1,917 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 0.00010104953
1,938 From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System 2015 SIGMOD 0.00010025547
1,995 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.83817e-05
2,014 IO-Top-k: Index-access Optimized Top-k Query Processing 2006 VLDB 9.7982231e-05
2,154 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2018 VLDB 9.4176683e-05
2,158 DIFF: A Relational Interface for Large-Scale Data Explanation 2019 VLDB 9.4117885e-05
2,222 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 9.2598438e-05
2,281 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 9.122455e-05
2,329 A Case for Staged Database Systems 2003 CIDR 9.0237899e-05
2,406 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8718534e-05
2,407 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 8.8702781e-05
2,491 Partial Results for Online Query Processing 2002 SIGMOD 8.6497182e-05
2,632 Plan Bouquets: Query Processing without Selectivity Estimation 2014 SIGMOD 8.4153283e-05
2,735 Online Aggregation and Continuous Query support in MapReduce 2010 SIGMOD 8.2058004e-05
2,818 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.0673424e-05
2,975 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7871791e-05
3,075 Evita Raced: Metacompilation for Declarative Networks 2008 VLDB 7.6078165e-05
3,216 Frontier: Resilient Edge Processing for the Internet of Things 2018 VLDB 7.3675613e-05
3,331 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.2094696e-05
3,384 Scalable and Adaptive Online Joins 2014 VLDB 7.153329e-05
3,402 Query Optimizers: Time to Rethink the Contract? 2009 SIGMOD 7.134261e-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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