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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
-

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 134 citing papers.

Rank Citing Paper Year Venue Pagerank
3,699 Lazy, Adaptive RID-List Intersection, and Its Application to Index Anding 2007 SIGMOD 6.827026e-05
4,024 Approximate Quantiles and the Order of the Stream 2006 PODS 6.5177066e-05
4,152 Query Suspend and Resume 2007 SIGMOD 6.4009383e-05
4,181 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.3725128e-05
4,263 The Case for Precision Sharing 2004 VLDB 6.3014952e-05
4,267 Flow Algorithms for Two Pipelined Filter Ordering Problems 2006 PODS 6.2995545e-05
4,272 Looking Ahead Makes Query Plans Robust: Making the Initial Case with In-Memory Star Schema Data Warehouse Workloads 2017 VLDB 6.2933353e-05
4,381 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.2323251e-05
4,434 Xplus: A SQL-Tuning-Aware Query Optimizer 2010 VLDB 6.1851729e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,593 Keyword Search on Relational Data Streams 2007 SIGMOD 6.0559961e-05
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,694 Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines 2015 VLDB 5.985448e-05
4,890 Content-Based Routing: Different Plans for Different Data 2005 VLDB 5.8477169e-05
4,934 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.815192e-05
4,945 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 5.8115261e-05
5,094 The Case for Network-Accelerated Query Processing 2019 CIDR 5.6972533e-05
5,142 A Software-Defined Networking based Approach for Performance Management of Analytical Queries on Distributed Data Stores 2014 SIGMOD 5.6618933e-05
5,298 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 5.5762694e-05
5,309 Continuous Cloud-Scale Query Optimization and Processing 2013 VLDB 5.5714729e-05
5,384 Tweets as Data: Demonstration of TweeQL and TwitInfo 2011 SIGMOD 5.5353735e-05
5,623 New Directions in Cloud Programming 2021 CIDR 5.4050025e-05
5,657 FluxQuery: An Execution Framework for Highly Interactive Query Workloads 2016 SIGMOD 5.3873634e-05
5,696 Exact Cardinality Query Optimization with Bounded Execution Cost 2019 SIGMOD 5.367449e-05
5,737 Enabling Incremental Query Re-Optimization 2016 SIGMOD 5.3459609e-05
5,886 COMPASS: Online Sketch-based Query Optimization for In-Memory Databases 2021 SIGMOD 5.2847297e-05
6,078 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.2203245e-05
6,198 Just-in-time Data Integration in Action 2010 VLDB 5.1565928e-05
6,294 Free Join: Unifying Worst-Case Optimal and Traditional Joins 2023 SIGMOD 5.1202075e-05
6,483 Inter-Operator Feedback in Data Stream Management Systems via Punctuation 2009 CIDR 5.0387226e-05
6,650 Efficient Identification of Implicit Facts in Incomplete OWL2-EL Knowledge Bases 2014 VLDB 4.9715438e-05
6,654 Efficient Evaluation of Queries in a Mediator for WebSources 2002 SIGMOD 4.9704407e-05
6,663 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9660535e-05
6,683 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 4.9593505e-05
6,760 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9304882e-05
6,879 ROX: Run-time Optimization of XQueries 2009 SIGMOD 4.8934866e-05
7,009 Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective 2024 VLDB 4.8597992e-05
7,011 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 4.8583284e-05
7,056 SquirrelJoin: Network-Aware Distributed Join Processing with Lazy Partitioning 2017 VLDB 4.8420027e-05
7,122 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 4.8199209e-05
7,220 Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation 2023 SIGMOD 4.7926382e-05
7,316 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7594979e-05
7,334 Aero: Adaptive Query Processing of ML Queries 2025 SIGMOD 4.7538944e-05
7,461 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 4.7193668e-05
7,625 Optimizing Probabilistic Query Processing on Continuous Uncertain Data 2011 VLDB 4.6888879e-05
7,860 Safety Guarantee of Continuous Join Queries over Punctuated Data Streams 2006 VLDB 4.6297296e-05
8,027 ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning 2023 VLDB 4.5986382e-05
8,078 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5873626e-05
8,130 Robust Query Processing: Mission Possible 2020 VLDB 4.5746794e-05
8,162 MONSOON: Multi-Step Optimization and Execution of Queries with Partially Obscured Predicates 2020 SIGMOD 4.5686903e-05
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Outgoing Citations (Sorted by Pagerank)

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