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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
0.00025628849
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 0.00036684414
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030762995
187 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.0002592488
224 Self-Driving Database Management Systems 2017 CIDR 0.00024013745
314 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.00021282642
431 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018403783
472 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017692264
491 Database Tuning Advisor for Microsoft SQL Server 2005 2004 VLDB 0.00017413042
555 SageDB: A Learned Database System 2019 CIDR 0.00016506678
634 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015373122
797 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.00013922631
849 Aggregation and Ordering in Factorised Databases 2013 VLDB 0.00013504405
1,036 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00012377471
1,069 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012185253
1,132 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011898257
1,200 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011563303
1,279 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00011226878
1,289 An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems 2021 VLDB 0.00011162479
1,335 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001099401
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010862758
1,516 Automatically Indexing Millions of Databases in Microsoft Azure SQL Database 2019 SIGMOD 0.00010402594
1,883 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.4391795e-05
2,023 Efficient Use of the Query Optimizer for Automated Physical Design 2007 VLDB 9.1669658e-05
2,184 Heterogeneity-aware Distributed Parameter Servers 2017 SIGMOD 8.8958335e-05
2,290 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 8.6889284e-05
2,704 Supporting Table Partitioning By Reference in Oracle 2008 SIGMOD 8.1149334e-05
2,775 Automatic Physical Design Tuning: Workload as a Sequence 2006 SIGMOD 8.0312847e-05
2,882 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.9116043e-05
2,954 Automatic Partitioning of Database Applications 2012 VLDB 7.8126137e-05
3,056 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.6972474e-05
3,081 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.6653727e-05
3,143 Query Optimization Techniques for Partitioned Tables 2011 SIGMOD 7.5981026e-05
3,445 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.2943981e-05
3,590 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 7.1865343e-05
3,844 Database Tuning Advisor for Microsoft SQL Server 2005: Demo 2005 SIGMOD 6.9871379e-05
4,533 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.5565658e-05
5,723 An Experimental Evaluation of Large Scale GBDT Systems 2019 VLDB 6.0178515e-05
5,854 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.9708829e-05
5,974 Towards instance-optimized data systems 2021 VLDB 5.9305575e-05
6,174 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.8612829e-05
6,277 Fast and Effective Distribution-Key Recommendation for Amazon Redshift 2020 VLDB 5.8266146e-05
6,719 Replicated Layout for In-Memory Database Systems 2022 VLDB 5.6985717e-05
6,970 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.6311067e-05
6,999 Statisticum: Data Statistics Management in SAP HANA 2017 VLDB 5.6252486e-05
7,199 A Comparison of Knives for Bread Slicing 2013 VLDB 5.5883682e-05
7,200 Optimizing Queries over Partitioned Tables in MPP Systems 2014 SIGMOD 5.5872813e-05
7,245 Pruning in Snowflake: Working Smarter, Not Harder 2025 SIGMOD 5.5761132e-05
7,386 Lachesis: Automatic Partitioning for UDF-Centric Analytics 2021 VLDB 5.538189e-05
7,598 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4871733e-05
7,822 Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines 2026 VLDB 5.4461624e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

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