Database Paper Browser

Back to papers

Performance Tradeoffs in Read-Optimized Databases

Summary: Study of read-optimized columnar vs row-oriented storage for scan-heavy workloads, focusing on disk bandwidth and CPU behavior. Prototype engine handles both layouts; findings show columnar often outperforms row by orders of magnitude, with an analytical model predicting the preferred layout for a given workload and hardware. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9463
Venue
VLDB
Year
2006
Pagerank
0.00017765454
Overall Rank
710 | 95.07%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
694 Analyzing the Energy Efficiency of a Database Server 2010 SIGMOD 0.00018061803
704 Building Efficient Query Engines in a High-Level Language 2014 VLDB 0.00017900583
830 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00016171897
1,026 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014589172
1,134 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013761456
1,223 Enhancements to SQL Server Column Stores 2013 SIGMOD 0.00013207641
1,590 Column-oriented Database Systems 2009 VLDB 0.00011233838
1,615 The Performance of MapReduce: An In-depth Study 2010 VLDB 0.00011132319
1,653 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00011003558
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
1,905 How to Barter Bits for Chronons: Compression and Bandwidth Trade Offs for Database Scans 2007 SIGMOD 0.00010138448
2,229 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2350274e-05
2,258 SQL Server Column Store Indexes 2011 SIGMOD 9.1678883e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9511058e-05
2,482 Energy Efficiency: The New Holy Grail of Data Management Systems Research 2009 CIDR 8.6866058e-05
2,508 One Size Fits All? – Part 2: Benchmarking Results 2007 CIDR 8.6308132e-05
2,882 Database Compression on Graphics Processors 2010 VLDB 7.9661218e-05
3,152 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4711766e-05
3,764 Read-Optimized Databases, In Depth 2008 VLDB 6.7797554e-05
3,939 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6155594e-05
4,680 To Share or Not to Share? 2007 VLDB 6.0039406e-05
5,236 Online Deduplication for Databases 2017 SIGMOD 5.611324e-05
5,604 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.4147933e-05
6,061 Towards Energy-Efficient Database Cluster Design 2012 VLDB 5.2304505e-05
7,128 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 4.8230171e-05
8,661 RadixZip: Linear Time Compression of Token Streams 2007 VLDB 4.4722862e-05
10,756 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 4.1945683e-05
12,030 How Achaeans Would Construct Columns in Troy 2013 CIDR 4.1945683e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 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
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066474881
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
123 A Decomposition Storage Model 1985 SIGMOD 0.00045255007
124 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.00045103515
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
286 Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design 2004 SIGMOD 0.00028990057
464 A Case for Fractured Mirrors 2002 VLDB 0.0002245871
515 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00021214633
1,050 Buffering Database Operations for Enhanced Instruction Cache Performance 2004 SIGMOD 0.00014453896
1,417 Data Compression in Oracle 2003 VLDB 0.00012104308
2,582 Database Architectures for New Hardware 2004 VLDB 8.5007371e-05
5,454 Clotho: Decoupling Memory Page Layout from Storage Organization 2004 VLDB 5.4984664e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
4,445 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 6.1808093e-05
1,731 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001073454
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066474881
1,949 Positional Update Handling in Column Stores 2010 SIGMOD 9.9864085e-05
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
5,604 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.4147933e-05
1,590 Column-oriented Database Systems 2009 VLDB 0.00011233838
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
3,764 Read-Optimized Databases, In Depth 2008 VLDB 6.7797554e-05