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DBMSs On A Modern Processor: Where Does Time Go?

Summary: Framework to study DBMS query time on modern CPUs with a memory-resident DBMS; tests four commercial DBMSs on Intel Xeon to isolate CPU/memory effects from I/O. Findings: optimize L2 data-cache placement and reduce L1 I-cache stalls via instruction scheduling; however overall time reductions are limited without addressing subtle issues like branch prediction. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8573
Venue
VLDB
Year
1999
Pagerank
0.0004501099
Overall Rank
124 | 99.15%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 65 citing papers.

Rank Citing Paper Year Venue Pagerank
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
104 Making B+-Trees Cache Conscious in Main Memory 2000 SIGMOD 0.00049475932
193 On Supporting Containment Queries in Relational Database Management Systems 2001 SIGMOD 0.00035591171
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00033609709
238 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00031596093
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026756534
466 A Case for Fractured Mirrors 2002 VLDB 0.00022455567
538 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020632609
594 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019515008
622 Improving Index Performance through Prefetching 2001 SIGMOD 0.00018976783
632 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.00018895506
708 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00017753572
754 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00017093267
790 Conjunctive Selection Conditions in Main Memory 2002 PODS 0.0001659522
1,046 Buffering Database Operations for Enhanced Instruction Cache Performance 2004 SIGMOD 0.00014446882
1,100 Generic Database Cost Models for Hierarchical Memory Systems 2002 VLDB 0.00014062265
1,121 Improving the Performance of List Intersection 2009 VLDB 0.00013838956
1,195 Buffering Accesses to Memory-Resident Index Structures 2003 VLDB 0.00013404419
1,484 Vertex Priority Based Butterfly Counting for Large-scale Bipartite Networks 2019 VLDB 0.00011705344
1,659 Fractal Prefetching B+-Trees: Optimizing Both Cache and Disk Performance 2002 SIGMOD 0.00010970279
1,670 Speedup Graph Processing by Graph Ordering 2016 SIGMOD 0.00010944596
1,685 Fast Computation of Database Operations using Graphics Processors 2004 SIGMOD 0.0001090924
1,772 LLAMA: A Cache/Storage Subsystem for Modern Hardware 2013 VLDB 0.00010603139
1,801 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010485628
1,987 Optimizing Multidimensional Index Trees for Main Memory Access 2001 SIGMOD 9.8561164e-05
2,003 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 9.8198787e-05
2,326 Instant Loading for Main Memory Databases 2013 VLDB 9.0271498e-05
2,329 A Case for Staged Database Systems 2003 CIDR 9.0237899e-05
2,437 OLTP on Hardware Islands 2012 VLDB 8.8206221e-05
2,523 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 8.599693e-05
2,782 Database Servers on Chip Multiprocessors: Limitations and Opportunities 2007 CIDR 8.1278531e-05
3,179 Asynchronous Memory Access Chaining 2016 VLDB 7.4350144e-05
3,194 Exploiting Coroutines to Attack the "Killer Nanoseconds" 2018 VLDB 7.4068088e-05
3,225 Interleaving with Coroutines: A Practical Approach for Robust Index Joins 2018 VLDB 7.3487507e-05
3,471 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.0628019e-05
3,627 Cache-conscious Frequent Pattern Mining on a Modern Processor 2005 VLDB 6.900129e-05
3,723 Cache-Conscious Radix-Decluster Projections 2004 VLDB 6.8132331e-05
4,363 Indexing on Modern Hardware: Hekaton and Beyond 2014 SIGMOD 6.2476591e-05
4,482 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.1431623e-05
4,609 Deployment of Query Plans on Multicores 2015 VLDB 6.0458679e-05
5,226 Improving Database Performance on Simultaneous Multithreading Processors 2005 VLDB 5.6164816e-05
5,273 Micro-architectural Analysis of In-memory OLTP 2016 SIGMOD 5.5919449e-05
5,460 Clotho: Decoupling Memory Page Layout from Storage Organization 2004 VLDB 5.4942627e-05
5,723 MCJoin: A Memory-Constrained Join for Column-Store Main-Memory Databases. 2012 SIGMOD 5.3530385e-05
6,068 GPU Database Systems Characterization and Optimization 2024 VLDB 5.2240241e-05
6,314 HydraList: A Scalable In-Memory Index Using Asynchronous Updates and Partial Replication 2020 VLDB 5.1108651e-05
6,439 STEPS Towards Cache-Resident Transaction Processing 2004 VLDB 5.0550138e-05
7,373 Cache-Oblivious Query Processing 2007 CIDR 4.744464e-05
7,462 Non-Invasive Progressive Optimization for In-Memory Databases 2016 VLDB 4.7189301e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank Cited Paper Year Venue Pagerank
81 Cache Conscious Algorithms for Relational Query Processing 1994 VLDB 0.00055253195
85 AlphaSort: A RISC Machine Sort 1994 SIGMOD 0.00053652634
236 High-Performance Sorting on Networks of Workstations 1997 SIGMOD 0.00031790391
1,289 Memory Management during Run Generation in External Sorting 1998 SIGMOD 0.00012779036
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