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Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems

Summary: Skew-aware automatic partitioning for shared-nothing OLTP; addresses data and access skew, stored-procedure routing, and replicated secondary indexes. Analytical cost model plus large-neighborhood search minimize distributed transactions and scale with schema and data, yielding up to 16x throughput. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h2c8dd21a77923a2c
Venue
SIGMOD
Year
2012
Pagerank
0.00017692264
Overall Rank
472 | 96.83%
DOI
10.1145/2213836.2213844

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{pavlo_sigmod12,
        title = {{Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems}},
        author = {Pavlo, Andrew and Curino, Carlo and Zdonik, Stan},
        series = {{SIGMOD} '12},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2213836.2213844},
        url = {https://dl.acm.org/doi/10.1145/2213836.2213844},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 71 citing papers.

Rank Citing Paper Year Venue Pagerank
7,414 FoundationDB Record Layer: A Multi-Tenant Structured Datastore 2019 SIGMOD 5.533302e-05
7,598 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4871733e-05
7,706 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD 5.4730676e-05
7,741 Lotus: Scalable Multi-Partition Transactions on Single-Threaded Partitioned Databases 2022 VLDB 5.4614829e-05
7,749 Efficient Distributed Transaction Processing in Heterogeneous Networks 2023 VLDB 5.4598119e-05
7,967 Resource Bricolage for Parallel Database Systems 2015 VLDB 5.415894e-05
8,045 Hybrid Deterministic and Nondeterministic Execution of Transactions in Actor Systems 2022 SIGMOD 5.4008273e-05
8,156 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.3880193e-05
8,508 T-Part: Partitioning of Transactions for Forward-Pushing in Deterministic Database Systems 2016 SIGMOD 5.3268696e-05
8,525 Fiber-based Architecture for NFV Cloud Databases 2017 VLDB 5.323092e-05
8,620 Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines 2024 SIGMOD 5.301557e-05
9,307 SpongeFiles: Mitigating Data Skew in MapReduce Using Distributed Memory 2014 SIGMOD 5.197526e-05
9,331 Hybrid Row-Column Partitioning in Teradata 2016 VLDB 5.1922811e-05
9,682 Progressive Partitioning for Parallelized Query Execution in Google’s Napa 2023 VLDB 5.1426922e-05
9,869 Bonspiel: Low Tail Latency Transactions in Geo-Distributed Databases 2025 VLDB 5.1176637e-05
10,224 Modeling Concurrency Control as a Learnable Function 2026 SIGMOD 5.0571508e-05
10,332 Re-evaluating Designs for Multi-Tenant OLTP Workloads on SSD-based I/O Subsystems 2014 SIGMOD 5.0287468e-05
11,281 Fair Transaction Processing for Multi-Tenant Databases 2025 VLDB 4.9793485e-05
11,498 Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless 2024 SIGMOD 4.9793485e-05
12,399 Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach 2015 SIGMOD 4.9793485e-05
12,434 A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data 2015 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
70 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00037859131
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
88 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00035351639
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030762995
151 An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server 1997 VLDB 0.00028672526
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028317906
187 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.0002592488
191 Data Placement In Bubba 1988 SIGMOD 0.00025700375
195 Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design 2004 SIGMOD 0.00025628849
243 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.00023358891
322 Tuning Database Configuration Parameters with iTuned 2009 VLDB 0.00021041865
378 AutoAdmin "What-if" Index Analysis Utility 1998 SIGMOD 0.00019549382
797 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.00013922631
833 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00013583955
1,041 Generic Database Cost Models for Hierarchical Memory Systems 2002 VLDB 0.00012356709
1,242 Compressing SQL Workloads 2002 SIGMOD 0.00011373611
1,335 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001099401
1,842 On Predictive Modeling for Optimizing Transaction Execution in Parallel OLTP Systems 2012 VLDB 9.526552e-05
1,883 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.4391795e-05
2,651 A Performance Analysis of Alternative Multi-Attribute Declustering Strategies 1992 SIGMOD 8.173793e-05
7,943 A Non-Uniform Data Fragmentation Strategy for Parallel Main-Memory Database Systems 1995 VLDB 5.4216551e-05
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