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Database Architecture Optimized for the New Bottleneck: Memory Access

Summary: Reframes database performance around memory latency rather than CPU, using scans and hardware counters to quantify TLB/cache costs. Advocates vertically fragmented layouts, memory-aware analytical modeling, and access patterns validated in Monet. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
8787
Venue
VLDB
Year
1999
Pagerank
0.00052093615
Overall Rank
29 | 99.81%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{boncz_vldb99,
        title = {{Database Architecture Optimized for the New Bottleneck: Memory Access}},
        author = {Boncz, Peter and Manegold, Stefan and Kersten, Martin},
        journal = {PVLDB},
        series = {{VLDB} '99},
        pages = {54--65},
        year = {1999}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 115 citing papers.

Rank Citing Paper Year Venue Pagerank
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
49 Weaving Relations for Cache Performance 2001 VLDB 0.00043781096
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
67 Making B+-Trees Cache Conscious in Main Memory 2000 SIGMOD 0.00038461275
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0002863588
209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024932174
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
360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020182846
423 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018725853
428 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018633493
630 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015591796
631 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015591241
634 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015533814
658 Rethinking Database Algorithms for Phase Change Memory 2011 CIDR 0.0001523554
721 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014631814
771 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.00014161995
860 Aggregation and Ordering in Factorised Databases 2013 VLDB 0.00013560445
921 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00013209503
922 Data Processing on FPGAs 2009 VLDB 0.00013207382
932 Buffering Database Operations for Enhanced Instruction Cache Performance 2004 SIGMOD 0.00013119305
959 Memory-Efficient Hash Joins 2015 VLDB 0.00012953588
966 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012920281
1,028 Generic Database Cost Models for Hierarchical Memory Systems 2002 VLDB 0.00012557617
1,110 Buffering Accesses to Memory-Resident Index Structures 2003 VLDB 0.00012140661
1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011703966
1,257 Automatic Optimization for MapReduce Programs 2011 VLDB 0.000114432
1,367 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00011014419
1,450 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00010746714
1,452 Fast Computation of Database Operations using Graphics Processors 2004 SIGMOD 0.00010745803
1,466 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 0.0001068941
1,632 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 0.0001016847
1,813 Main-Memory Index Structures with Fixed-Size Partial Keys 2001 SIGMOD 9.6941032e-05
1,824 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 9.6734544e-05
1,879 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.5613416e-05
1,974 Track Join: Distributed Joins with Minimal Network Traffic 2014 SIGMOD 9.3658402e-05
1,975 Morton Filters: Faster, Space-Efficient Cuckoo Filters via Biasing, Compression, and Decoupled Logical Sparsity 2018 VLDB 9.3645236e-05
1,978 Optimizing Multidimensional Index Trees for Main Memory Access 2001 SIGMOD 9.3627341e-05
2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0991487e-05
2,202 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 8.9639459e-05
2,250 Cache-Efficient Aggregation: Hashing Is Sorting 2015 SIGMOD 8.8694486e-05
2,392 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 8.6404947e-05
2,649 Asynchronous Memory Access Chaining 2016 VLDB 8.2926258e-05
2,767 Exploiting Coroutines to Attack the "Killer Nanoseconds" 2018 VLDB 8.1507611e-05
2,848 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 8.0538815e-05
2,890 Interleaving with Coroutines: A Practical Approach for Robust Index Joins 2018 VLDB 7.9880033e-05
2,942 Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework 2011 SIGMOD 7.9358593e-05
2,962 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9170451e-05
3,157 Turbo-Charging Estimate Convergence in DBO 2009 VLDB 7.6911286e-05
3,406 Cache-Conscious Radix-Decluster Projections 2004 VLDB 7.4392655e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

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