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Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design

Summary: Integrated automation of vertical and horizontal partitioning with indexes and materialized views. Scalable techniques under manageability constraints, evaluated on Microsoft SQL Server, highlight the value of an integrated physical design. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h1b2db8e8be73fb21
Venue
SIGMOD
Year
2004
Pagerank
0.00025581936
Overall Rank
196 | 98.69%
DOI
10.1145/1007568.1007609

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{agrawal_sigmod04,
        title = {{Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design}},
        author = {Agrawal, Sanjay and Narasayya, Vivek and Yang, Beverly},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007609},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007609},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 64 citing papers.

Rank Citing Paper Year Venue Pagerank
74 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00037164008
122 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030701814
189 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.00025846085
224 Self-Driving Database Management Systems 2017 CIDR 0.00023973185
309 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.0002143249
431 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018411252
474 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017638418
493 Database Tuning Advisor for Microsoft SQL Server 2005 2004 VLDB 0.0001735831
550 SageDB: A Learned Database System 2019 CIDR 0.00016525249
635 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015334073
797 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.0001388084
848 Aggregation and Ordering in Factorised Databases 2013 VLDB 0.00013463236
1,039 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00012349128
1,072 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012143482
1,132 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011873466
1,188 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011580449
1,282 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00011197535
1,294 An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems 2021 VLDB 0.00011129451
1,340 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00010962559
1,383 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010826996
1,517 Automatically Indexing Millions of Databases in Microsoft Azure SQL Database 2019 SIGMOD 0.00010385462
1,892 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.405261e-05
2,036 Efficient Use of the Query Optimizer for Automated Physical Design 2007 VLDB 9.1356845e-05
2,196 Heterogeneity-aware Distributed Parameter Servers 2017 SIGMOD 8.8807201e-05
2,298 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 8.6645337e-05
2,714 Supporting Table Partitioning By Reference in Oracle 2008 SIGMOD 8.0855228e-05
2,784 Automatic Physical Design Tuning: Workload as a Sequence 2006 SIGMOD 8.0021123e-05
2,891 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.887378e-05
2,969 Automatic Partitioning of Database Applications 2012 VLDB 7.7868967e-05
3,068 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.6696594e-05
3,094 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.637515e-05
3,156 Query Optimization Techniques for Partitioned Tables 2011 SIGMOD 7.5694347e-05
3,456 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.2673968e-05
3,575 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 7.1769215e-05
3,852 Database Tuning Advisor for Microsoft SQL Server 2005: Demo 2005 SIGMOD 6.9614927e-05
4,550 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.5327021e-05
5,738 An Experimental Evaluation of Large Scale GBDT Systems 2019 VLDB 5.9951855e-05
5,856 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.9514226e-05
5,982 Towards instance-optimized data systems 2021 VLDB 5.9096991e-05
6,189 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.8391363e-05
6,291 Fast and Effective Distribution-Key Recommendation for Amazon Redshift 2020 VLDB 5.8049232e-05
6,730 Replicated Layout for In-Memory Database Systems 2022 VLDB 5.6801409e-05
6,977 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.6135617e-05
7,019 Statisticum: Data Statistics Management in SAP HANA 2017 VLDB 5.6041386e-05
7,219 A Comparison of Knives for Bread Slicing 2013 VLDB 5.5673339e-05
7,220 Optimizing Queries over Partitioned Tables in MPP Systems 2014 SIGMOD 5.566175e-05
7,264 Pruning in Snowflake: Working Smarter, Not Harder 2025 SIGMOD 5.5557256e-05
7,405 Lachesis: Automatic Partitioning for UDF-Centric Analytics 2021 VLDB 5.5172664e-05
7,621 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4664683e-05
7,844 Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines 2026 VLDB 5.4255843e-05
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Outgoing Citations (Sorted by Pagerank)

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