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Weaving Relations for Cache Performance

Summary: Shows NSM’s poor cache utilization on modern hardware despite optimal I/O-oriented pages. Introduces PAX, an in-page columnar layout that preserves storage/I/O behavior while improving cache bandwidth and query performance substantially. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
8932
Venue
VLDB
Year
2001
Pagerank
0.00043781096
Overall Rank
49 | 99.67%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{ailamaki_vldb01,
        title = {{Weaving Relations for Cache Performance}},
        author = {Ailamaki, Anastassia and DeWitt, David J. and Hill, Mark D. and Skounakis, Marios},
        journal = {PVLDB},
        series = {{VLDB} '01},
        year = {2001}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 101 citing papers.

Rank Citing Paper Year Venue Pagerank
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
199 Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design 2004 SIGMOD 0.00025612088
259 Database Cracking 2007 CIDR 0.00023119313
293 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00022259273
305 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021872796
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
345 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020656723
394 A Case for Fractured Mirrors 2002 VLDB 0.00019306179
422 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00018732744
428 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018633493
630 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015591796
721 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014631814
761 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014254351
771 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.00014161995
932 Buffering Database Operations for Enhanced Instruction Cache Performance 2004 SIGMOD 0.00013119305
941 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013078348
1,024 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.0001258839
1,028 Generic Database Cost Models for Hierarchical Memory Systems 2002 VLDB 0.00012557617
1,130 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00012052236
1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011703966
1,255 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011472627
1,367 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00011014419
1,452 Fast Computation of Database Operations using Graphics Processors 2004 SIGMOD 0.00010745803
1,567 Fractal Prefetching B+-Trees: Optimizing Both Cache and Disk Performance 2002 SIGMOD 0.00010343873
1,632 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 0.0001016847
1,748 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.8480684e-05
1,761 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.8154969e-05
1,791 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 9.7470504e-05
1,854 Towards a One Size Fits All Database Architecture 2011 CIDR 9.6069414e-05
1,879 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.5613416e-05
1,927 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.4703074e-05
2,191 Data Warehousing and Analytics Infrastructure at Facebook 2010 SIGMOD 8.9780154e-05
2,394 A Case for Staged Database Systems 2003 CIDR 8.6362653e-05
2,472 Path Queries on Compressed XML 2003 VLDB 8.5327655e-05
2,679 Database Servers on Chip Multiprocessors: Limitations and Opportunities 2007 CIDR 8.2675008e-05
2,706 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.2287564e-05
2,843 Rose: Compressed, log-structured replication 2008 VLDB 8.0617003e-05
2,849 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 8.053191e-05
2,850 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 8.0499212e-05
2,866 Optimal Column Layout for Hybrid Workloads 2019 VLDB 8.0175489e-05
2,942 Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework 2011 SIGMOD 7.9358593e-05
3,009 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.8541296e-05
3,055 An Object Placement Advisor for DB2 Using Solid State Storage 2009 VLDB 7.8079566e-05
3,082 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.7725834e-05
3,406 Cache-Conscious Radix-Decluster Projections 2004 VLDB 7.4392655e-05
3,431 iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques 2010 VLDB 7.4189541e-05
3,455 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 7.4000022e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0024089429
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0020210012
29 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00052093615
74 Cache Conscious Algorithms for Relational Query Processing 1994 VLDB 0.00037330605
104 Improved Query Performance with Variant Indexes 1997 SIGMOD 0.00033932213
109 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.000331207
115 A Decomposition Storage Model 1985 SIGMOD 0.00032338948
299 Shoring Up Persistent Applications 1994 SIGMOD 0.00022084669
522 Multi-Step Processing of Spatial Joins 1994 SIGMOD 0.00017133516
726 Client-Server Paradise 1994 VLDB 0.0001460632
728 Partition Based Spatial-Merge Join 1996 SIGMOD 0.00014542772
844 Hash-Partitioned Join Method Using Dynamic Destaging Strategy 1988 VLDB 0.00013664056
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