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The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses

Summary: Proposes DataPath, a data-centric, push-based analytic engine for large data warehouses, challenging the traditional compute-centric pull model. Data are proactively pushed to processors, enabling cross-query data sharing and amortized bandwidth, yielding lean, fast performance on multi-terabyte workloads in a prototype. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4271
Venue
SIGMOD
Year
2010
Pagerank
0.00012751522
Overall Rank
1,299 | 90.97%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 33 of 33 citing papers.

Rank Citing Paper Year Venue Pagerank
940 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015173166
1,507 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011617967
1,543 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.0001145318
2,925 Shared Workload Optimization 2014 VLDB 7.888494e-05
2,973 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7902322e-05
2,995 A Sampling Algebra for Aggregate Estimation 2013 VLDB 7.7587199e-05
3,081 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.6031501e-05
3,305 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 7.2460965e-05
3,345 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 7.1958815e-05
3,465 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.0695873e-05
3,918 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6315176e-05
4,161 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 6.3938006e-05
4,259 Optimizing I/O for Big Array Analytics 2012 VLDB 6.3147285e-05
4,610 Deployment of Query Plans on Multicores 2015 VLDB 6.0516573e-05
4,774 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 5.9316087e-05
4,959 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 5.8029448e-05
5,293 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 5.5815698e-05
5,294 GLADE: Big Data Analytics Made Easy 2012 SIGMOD 5.5810654e-05
5,505 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 5.4734224e-05
6,665 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9697181e-05
6,759 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9352213e-05
6,953 COD: Database / Operating System Co-Design 2013 CIDR 4.8882519e-05
7,330 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 4.7609373e-05
7,461 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 4.723898e-05
7,878 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 4.6295401e-05
8,075 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5917655e-05
8,399 UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics 2015 VLDB 4.5257744e-05
8,968 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 4.4190464e-05
9,444 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 4.3408772e-05
9,583 Reactive and Proactive Sharing Across Concurrent Analytical Queries 2014 SIGMOD 4.3219514e-05
10,850 Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining 2025 VLDB 4.1945683e-05
10,890 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.1945683e-05
11,212 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.1945683e-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
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
410 Global Query Optimization 1986 SIGMOD 0.00023934971
515 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00021214633
1,026 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014589172
1,429 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012033518
1,772 Optimizing Disjunctive Queries with Expensive Predicates 1994 SIGMOD 0.0001061019
2,372 Predictable Performance for Unpredictable Workloads 2009 VLDB 8.947963e-05
3,666 Bypassing Joins in Disjunctive Queries 1995 VLDB 6.8618006e-05
3,722 Cache-Conscious Radix-Decluster Projections 2004 VLDB 6.8176075e-05
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