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Database Architecture Optimized for the new Bottleneck: Memory Access

Summary: Architecture-conscious DB design to close the memory-access bottleneck by exploiting memory hierarchy. Proposes vertical partitioning (columnar storage) and cache-conscious data layouts/algorithms, with microbenchmark evidence (TLB, L1/L2) of substantial throughput gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8597
Venue
VLDB
Year
1999
Pagerank
0.00066322421
Overall Rank
52 | 99.65%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 115 citing papers.

Rank Citing Paper Year Venue Pagerank
3,878 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.6669911e-05
3,890 P*TIME: Highly Scalable OLTP DBMS for Managing Update-Intensive Stream Workload 2004 VLDB 6.6552177e-05
3,937 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6114468e-05
3,994 Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach 2015 VLDB 6.5476357e-05
4,089 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 6.4559891e-05
4,107 Cracking the Database Store 2005 CIDR 6.4384924e-05
4,184 CoroBase: Coroutine-Oriented Main-Memory Database Engine 2021 VLDB 6.3718449e-05
4,359 Hardware-conscious Query Processing in GPU-accelerated Analytical Engines 2019 CIDR 6.2493951e-05
4,507 Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores 2012 VLDB 6.1271582e-05
4,570 Clydesdale: Structured Data Processing on Hadoop 2012 SIGMOD 6.0704524e-05
4,609 Deployment of Query Plans on Multicores 2015 VLDB 6.0458679e-05
4,639 Fast Scans on Key-Value Stores 2017 VLDB 6.0229334e-05
4,677 To Share or Not to Share? 2007 VLDB 5.9988869e-05
4,678 OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures 2013 VLDB 5.9988623e-05
4,741 An Experimental Analysis of Iterated Spatial Joins in Main Memory 2013 VLDB 5.951386e-05
4,887 Distributed Architecture of Oracle Database In-memory 2015 VLDB 5.8498783e-05
5,129 The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 5.6724875e-05
5,165 Inspector Joins 2005 VLDB 5.6477024e-05
5,199 Data-Parallel Query Processing on Non-Uniform Data 2020 VLDB 5.6294232e-05
5,226 Improving Database Performance on Simultaneous Multithreading Processors 2005 VLDB 5.6164816e-05
5,460 Clotho: Decoupling Memory Page Layout from Storage Organization 2004 VLDB 5.4942627e-05
5,631 CXL and the Return of Scale-Up Database Engines 2024 VLDB 5.4009909e-05
5,664 On the Surprising Difficulty of Simple Things: the Case of Radix Partitioning 2015 VLDB 5.3838575e-05
5,670 BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures 2019 SIGMOD 5.3799054e-05
5,723 MCJoin: A Memory-Constrained Join for Column-Store Main-Memory Databases. 2012 SIGMOD 5.3530385e-05
5,732 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR 5.3473621e-05
5,734 Evolution of a Compiling Query Engine 2021 VLDB 5.3471832e-05
5,762 BinDex: A Two-Layered Index for Fast and Robust Scans 2020 SIGMOD 5.3367636e-05
5,795 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 5.3236883e-05
6,301 Elastic Pipelining in an In-Memory Database Cluster 2016 SIGMOD 5.1172165e-05
6,451 Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics 2025 VLDB 5.0522576e-05
6,538 Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities 2019 CIDR 5.0173391e-05
6,540 Profiling R on a Contemporary Processor 2015 VLDB 5.0168106e-05
7,000 Progressive Indexes: Indexing for Interactive Data Analysis 2019 VLDB 4.862486e-05
7,004 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 4.8607362e-05
7,373 Cache-Oblivious Query Processing 2007 CIDR 4.744464e-05
7,386 Bubble Execution: Resource-aware Reliable Analytics at Cloud Scale 2018 VLDB 4.7398757e-05
7,842 NOCAP: Near-Optimal Correlation-Aware Partitioning Joins 2023 SIGMOD 4.6336361e-05
7,912 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 4.6139725e-05
8,189 Cohort Query Processing 2017 VLDB 4.5598377e-05
8,291 Adaptive Indexing over Encrypted Numeric Data 2016 SIGMOD 4.5392079e-05
8,368 Interleaved Multi-Vectorizing 2020 VLDB 4.5295768e-05
8,387 A Storage Advisor for Hybrid-Store Databases 2012 VLDB 4.5255213e-05
8,411 The Case for Learned In-Memory Joins 2023 VLDB 4.5151296e-05
8,575 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 4.4880409e-05
8,623 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 4.4786182e-05
8,689 Boosting Efficiency of External Pipelines by Blurring Application Boundaries 2022 CIDR 4.4619184e-05
8,855 A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory 2023 VLDB 4.4306395e-05
8,858 Automatic Contention Detection and Amelioration for Data-Intensive Operations 2010 SIGMOD 4.4302008e-05
9,163 TrafficDB: HERE's High Performance Shared-Memory Data Store 2016 VLDB 4.380727e-05
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Outgoing Citations (Sorted by Pagerank)

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