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The Design of an Acquisitional Query Processor For Sensor Networks

Summary: Acquisitional query processing (ACQP) for sensor networks optimizes sampling and delivery to reduce power. TinyDB on Mica/TinyOS shows major power savings and higher accuracy by adding acquisition control to SQL and guiding optimization and execution. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3458
Venue
SIGMOD
Year
2003
Pagerank
0.00015449454
Overall Rank
903 | 93.73%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 33 of 33 citing papers.

Rank Citing Paper Year Venue Pagerank
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035714897
477 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00022205608
1,394 Sketching Streams Through the Net: Distributed Approximate Query Tracking 2005 VLDB 0.00012218557
1,535 Efficient Search for the Top-k Probable Nearest Neighbors in Uncertain Databases 2008 VLDB 0.00011461371
2,120 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 9.5017579e-05
2,180 Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams 2005 SIGMOD 9.3629304e-05
2,918 DDSketch: A Fast and Fully-Mergeable Quantile Sketch with Relative-Error Guarantees 2019 VLDB 7.9043213e-05
2,934 Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles 2005 SIGMOD 7.8628636e-05
3,127 Compressing Historical Information in Sensor Networks 2004 SIGMOD 7.5200903e-05
4,022 Exploiting Correlations for Expensive Predicate Evaluation 2015 SIGMOD 6.5185189e-05
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3666236e-05
4,501 Rethinking Data Management for Storage-centric Sensor Networks 2007 CIDR 6.1325842e-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
5,033 REED: Robust, Efficient Filtering and Event Detection in Sensor Networks 2005 VLDB 5.7425962e-05
5,684 Distributed Set-Expression Cardinality Estimation 2004 VLDB 5.3731479e-05
6,472 An Integration Framework for Sensor Networks and Data Stream Management Systems 2004 VLDB 5.0438408e-05
6,837 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9063121e-05
7,206 HiFi: A Unified Architecture for High Fan-in Systems (System Demonstration) 2004 VLDB 4.7962679e-05
7,213 SmartCIS: Integrating Digital and Physical Environments 2009 SIGMOD 4.7943535e-05
7,697 Sketch-based Geometric Monitoring of Distributed Stream Queries 2013 VLDB 4.6701245e-05
9,002 Chasing Similarity: Distribution-aware Aggregation Scheduling 2019 VLDB 4.4077753e-05
9,009 Efficient Gossip-Based Aggregate Computation 2006 PODS 4.4064079e-05
9,582 Sharing Aggregate Computation for Distributed Queries 2007 SIGMOD 4.3185789e-05
9,884 Contour Map Matching for Event Detection in Sensor Networks 2006 SIGMOD 4.2585516e-05
10,616 Approximation-First Timeseries Query At Scale 2025 VLDB 4.1905499e-05
11,439 Algorithms for a Topology-aware Massively Parallel Computation Model 2021 PODS 4.1905499e-05
12,278 Dynamic Join Optimization in Multi-Hop Wireless Sensor Networks 2010 VLDB 4.1905499e-05
12,346 A Wavelet Transform for Efficient Consolidation of Sensor Relations with Quality Guarantees 2009 VLDB 4.1905499e-05
12,467 System Design Issues in Sensor Databases 2007 SIGMOD 4.1905499e-05
12,535 Action-Oriented Query Processing for Pervasive Computing 2005 CIDR 4.1905499e-05
12,647 IrisNet: An Architecture for Internet-scale Sensing Services 2003 VLDB 4.1905499e-05
13,582 Performance Profiling with EndoScope, an Acquisitional Software Monitoring Framework 2008 VLDB -
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073944756
116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
144 Optimization of Nonrecursive Queries 1986 VLDB 0.00041430126
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
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
416 Approximate Query Processing Using Wavelets 2000 VLDB 0.00023773968
430 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.00023406426
545 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00020411404
617 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00019048986
1,098 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00014070252
1,279 Best-Effort Cache Synchronization with Source Cooperation 2002 SIGMOD 0.00012847281
2,880 Querying in highly mobile distributed environments 1992 VLDB 7.9675992e-05
3,874 Database System Issues in Nomadic Computing 1993 SIGMOD 6.6731299e-05
4,769 DOMINO: Databases for Moving Objects Tracking 1999 SIGMOD 5.9287038e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3666236e-05
11,607 Demand-based Sensor Data Gathering with Multi-Query Optimization 2020 VLDB 4.1905499e-05
5,500 Energy-Efficient Monitoring of Extreme Values in Sensor Networks 2006 SIGMOD 5.4733109e-05
12,535 Action-Oriented Query Processing for Pervasive Computing 2005 CIDR 4.1905499e-05
2,120 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 9.5017579e-05
477 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00022205608
5,352 Cache-and-Query for Wide Area Sensor Databases 2003 SIGMOD 5.5528053e-05
12,467 System Design Issues in Sensor Databases 2007 SIGMOD 4.1905499e-05
2,573 Distributing Queries over Low-Power Wireless Sensor Networks 2002 SIGMOD 8.5130467e-05
881 Query Processing for Sensor Networks 2003 CIDR 0.00015634948