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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
0.00025619089
Overall Rank
195 | 98.70%
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
78 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00036675568
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030749898
187 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.00025914764
224 Self-Driving Database Management Systems 2017 CIDR 0.00024011047
314 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.00021276452
431 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018400856
473 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017684278
492 Database Tuning Advisor for Microsoft SQL Server 2005 2004 VLDB 0.00017406029
555 SageDB: A Learned Database System 2019 CIDR 0.0001650754
634 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015367822
797 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.00013916653
849 Aggregation and Ordering in Factorised Databases 2013 VLDB 0.00013498306
1,036 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00012372946
1,070 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012179575
1,128 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011901941
1,200 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011559584
1,280 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00011224914
1,289 An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems 2021 VLDB 0.00011159167
1,332 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00010993664
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010858313
1,516 Automatically Indexing Millions of Databases in Microsoft Azure SQL Database 2019 SIGMOD 0.00010398346
1,884 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.4349703e-05
2,025 Efficient Use of the Query Optimizer for Automated Physical Design 2007 VLDB 9.1650298e-05
2,186 Heterogeneity-aware Distributed Parameter Servers 2017 SIGMOD 8.8916253e-05
2,293 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 8.685044e-05
2,704 Supporting Table Partitioning By Reference in Oracle 2008 SIGMOD 8.1112208e-05
2,776 Automatic Physical Design Tuning: Workload as a Sequence 2006 SIGMOD 8.0278951e-05
2,880 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.9118308e-05
2,957 Automatic Partitioning of Database Applications 2012 VLDB 7.808922e-05
3,059 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.6939894e-05
3,083 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.6620866e-05
3,145 Query Optimization Techniques for Partitioned Tables 2011 SIGMOD 7.594509e-05
3,445 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.2911896e-05
3,588 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 7.1841858e-05
3,845 Database Tuning Advisor for Microsoft SQL Server 2005: Demo 2005 SIGMOD 6.9838642e-05
4,534 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.5535468e-05
5,724 An Experimental Evaluation of Large Scale GBDT Systems 2019 VLDB 6.0150027e-05
5,842 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.971167e-05
5,973 Towards instance-optimized data systems 2021 VLDB 5.9281867e-05
6,176 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.8585082e-05
6,280 Fast and Effective Distribution-Key Recommendation for Amazon Redshift 2020 VLDB 5.8239136e-05
6,715 Replicated Layout for In-Memory Database Systems 2022 VLDB 5.6989853e-05
6,971 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.628441e-05
7,000 Statisticum: Data Statistics Management in SAP HANA 2017 VLDB 5.6226404e-05
7,201 A Comparison of Knives for Bread Slicing 2013 VLDB 5.5857284e-05
7,202 Optimizing Queries over Partitioned Tables in MPP Systems 2014 SIGMOD 5.584637e-05
7,247 Pruning in Snowflake: Working Smarter, Not Harder 2025 SIGMOD 5.5734736e-05
7,388 Lachesis: Automatic Partitioning for UDF-Centric Analytics 2021 VLDB 5.5355684e-05
7,604 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4846038e-05
7,826 Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines 2026 VLDB 5.4435842e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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