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Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning

Summary: Jigsaw, a storage-and-query engine, enables irregular, non-rectangular partitions to reduce I/O. A partition-at-a-time model avoids repeated reads on irregular partitions, delivering up to 4.2x speedups vs columnar and reducing data transfer to ~21% on HAP/TPC-H. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6236
Venue
SIGMOD
Year
2021
Pagerank
4.8230171e-05
Overall Rank
7,128 | 50.42%
DOI
10.1145/3448016.3457547

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Outgoing Citations (Sorted by Pagerank)

Showing 35 of 35 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
158 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00040071492
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037672155
209 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00034468292
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
258 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.0003022091
285 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.0002899128
286 Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design 2004 SIGMOD 0.00028990057
289 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00028938503
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00028132402
464 A Case for Fractured Mirrors 2002 VLDB 0.0002245871
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
516 AutoAdmin "What-if" Index Analysis Utility 1998 SIGMOD 0.00021196031
596 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019481482
679 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00018215154
710 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00017765454
1,050 Buffering Database Operations for Enhanced Instruction Cache Performance 2004 SIGMOD 0.00014453896
1,111 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00013936696
1,476 Efficient Exploitation of Similar Subexpressions for Query Processing 2007 SIGMOD 0.00011779092
1,477 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00011770865
1,611 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011147324
1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
1,807 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010487796
1,922 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 0.00010082599
1,999 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 9.8235392e-05
2,413 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 8.8672223e-05
3,488 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0479329e-05
3,737 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 6.8033227e-05
3,764 Read-Optimized Databases, In Depth 2008 VLDB 6.7797554e-05
4,061 Advanced Partitioning Techniques for Massively Distributed Computation 2012 SIGMOD 6.483587e-05
4,161 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 6.3938006e-05
4,623 Automated Generation of Materialized Views in Oracle 2020 VLDB 6.0411909e-05
7,114 A Comparison of Knives for Bread Slicing 2013 VLDB 4.827351e-05
8,997 Chasing Similarity: Distribution-aware Aggregation Scheduling 2019 VLDB 4.4120041e-05
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