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The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product

Summary: CPU/GPU HTAP system RateupDB balances OLAP/OLTP, development productivity, and algorithm choices to bridge academic GPU DB research and industry. TPC-H results demonstrate RateupDB's competitive performance versus existing GPU DBMS products. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12507
Venue
VLDB
Year
2021
Pagerank
5.679423e-05
Overall Rank
5,125 | 64.35%
DOI
10.14778/3476311.3476378

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Showing 13 of 13 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 50 of 52 cited papers.

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

Rank Cited Paper Year Venue Pagerank
3 Pig Latin: A Not-So-Foreign Language for Data Processing 2008 SIGMOD 0.0024183614
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
23 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00083894938
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066474881
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059038975
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
204 Learned Cardinalities: Estimating Correlated Joins with Deep Learning 2019 CIDR 0.00034784455
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00028132402
333 Neo: A Learned Query Optimizer 2019 VLDB 0.00027206884
351 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.0002636504
404 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00024143076
424 Tuning Database Configuration Parameters with iTuned 2009 VLDB 0.00023616398
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
540 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.0002063443
585 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00019706145
775 Relational Joins on Graphics Processors 2008 SIGMOD 0.00016823862
801 SageDB: A Learned Database System 2019 CIDR 0.00016505496
806 An End-to-End Learning-based Cost Estimator 2020 VLDB 0.00016434274
858 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.000158756
946 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.0001513324
982 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014872253
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.0001452166
1,273 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00012912938
1,287 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00012820443
1,507 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011617967
1,582 Execution Strategies for SQL Subqueries 2007 SIGMOD 0.00011265079
2,040 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 9.7057698e-05
2,067 HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016 VLDB 9.6392739e-05
2,219 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 9.2623533e-05
2,287 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0972606e-05
2,330 Concurrent Analytical Query Processing with GPUs 2014 VLDB 9.0192228e-05
2,504 Enhanced Subquery Optimizations in Oracle 2009 VLDB 8.6351917e-05
2,751 Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores 2015 VLDB 8.1760621e-05
2,761 Hardware Acceleration in Commercial Databases: A Case Study of Spatial Operations 2004 VLDB 8.1622784e-05
2,882 Database Compression on Graphics Processors 2010 VLDB 7.9661218e-05
2,998 Major Technical Advancements in Apache Hive 2014 SIGMOD 7.753765e-05
3,103 High-Throughput Transaction Executions on Graphics Processors 2011 VLDB 7.5586143e-05
3,151 A Memory Bandwidth-Efficient Hybrid Radix Sort on GPUs 2017 SIGMOD 7.4720668e-05
3,152 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4711766e-05
3,468 Real-Time Distance-Based Outlier Detection in Data Streams 2021 VLDB 7.0686044e-05
3,749 BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases 2016 VLDB 6.7907876e-05
3,898 Efficient Join Algorithms For Large Database Tables in a Multi-GPU Environment 2021 VLDB 6.6551268e-05
4,770 The Case For Heterogeneous HTAP 2017 CIDR 5.9338845e-05
5,197 Data-Parallel Query Processing on Non-Uniform Data 2020 VLDB 5.6347409e-05
6,369 Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021 VLDB 5.0936663e-05
6,673 Incorporating Super-Operators in Big-Data Query Optimizers 2020 VLDB 4.966799e-05
6,802 Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters 2013 VLDB 4.9226626e-05
6,951 A GPU-friendly Geometric Data Model and Algebra for Spatial Queries 2020 SIGMOD 4.8892276e-05
7,209 GPU-accelerated data management under the test of time 2020 CIDR 4.7996023e-05
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