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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
4272
Venue
SIGMOD
Year
2010
Pagerank
0.00012742585
Overall Rank
1,296 | 91.00%
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
934 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015201246
1,503 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.0001161148
1,540 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011451745
2,928 Shared Workload Optimization 2014 VLDB 7.881485e-05
2,975 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7871791e-05
2,995 A Sampling Algebra for Aggregate Estimation 2013 VLDB 7.7606324e-05
3,084 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.5967738e-05
3,307 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 7.2391191e-05
3,349 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 7.1889581e-05
3,471 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.0628019e-05
3,920 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6246708e-05
4,160 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 6.3886736e-05
4,254 Optimizing I/O for Big Array Analytics 2012 VLDB 6.3084831e-05
4,609 Deployment of Query Plans on Multicores 2015 VLDB 6.0458679e-05
4,779 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 5.9259373e-05
4,964 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 5.7974073e-05
5,298 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 5.5762694e-05
5,300 GLADE: Big Data Analytics Made Easy 2012 SIGMOD 5.5751386e-05
5,518 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 5.468383e-05
6,663 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9660535e-05
6,760 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9304882e-05
6,878 COD: Database / Operating System Co-Design 2013 CIDR 4.893966e-05
7,326 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 4.7563708e-05
7,461 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 4.7193668e-05
7,880 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 4.6250755e-05
8,078 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5873626e-05
8,397 UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics 2015 VLDB 4.5208365e-05
8,974 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 4.4148109e-05
9,450 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 4.3367172e-05
9,584 Reactive and Proactive Sharing Across Concurrent Analytical Queries 2014 SIGMOD 4.3178097e-05
10,854 Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining 2025 VLDB 4.1905499e-05
10,894 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.1905499e-05
11,214 SH2O: Efficient Data Access for Work-Sharing Databases 2023 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
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073944756
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
406 Global Query Optimization 1986 SIGMOD 0.00023989944
515 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00021209491
1,027 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.0001458537
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
1,774 Optimizing Disjunctive Queries with Expensive Predicates 1994 SIGMOD 0.0001059836
2,372 Predictable Performance for Unpredictable Workloads 2009 VLDB 8.940791e-05
3,667 Bypassing Joins in Disjunctive Queries 1995 VLDB 6.8587775e-05
3,723 Cache-Conscious Radix-Decluster Projections 2004 VLDB 6.8132331e-05
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