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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
12508
Venue
VLDB
Year
2021
Pagerank
5.6724875e-05
Overall Rank
5,129 | 64.36%
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 0.0024217964
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
23 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00083899338
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066322421
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059446482
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
203 Learned Cardinalities: Estimating Correlated Joins with Deep Learning 2019 CIDR 0.00034868567
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.0002815547
329 Neo: A Learned Query Optimizer 2019 VLDB 0.00027301488
350 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00026368305
403 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00024176677
423 Tuning Database Configuration Parameters with iTuned 2009 VLDB 0.00023628474
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
496 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021705611
538 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020632609
584 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00019700451
771 Relational Joins on Graphics Processors 2008 SIGMOD 0.00016813054
796 SageDB: A Learned Database System 2019 CIDR 0.00016541749
804 An End-to-End Learning-based Cost Estimator 2020 VLDB 0.0001643674
857 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00015840492
944 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.0001512998
980 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014868633
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00014515226
1,271 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00012900735
1,285 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00012809552
1,503 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.0001161148
1,581 Execution Strategies for SQL Subqueries 2007 SIGMOD 0.00011262795
2,044 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 9.6963999e-05
2,072 HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016 VLDB 9.6300019e-05
2,222 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 9.2598438e-05
2,292 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0884645e-05
2,336 Concurrent Analytical Query Processing with GPUs 2014 VLDB 9.0106308e-05
2,503 Enhanced Subquery Optimizations in Oracle 2009 VLDB 8.6306662e-05
2,753 Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores 2015 VLDB 8.1722714e-05
2,767 Hardware Acceleration in Commercial Databases: A Case Study of Spatial Operations 2004 VLDB 8.1550146e-05
2,890 Database Compression on Graphics Processors 2010 VLDB 7.9586083e-05
2,998 Major Technical Advancements in Apache Hive 2014 SIGMOD 7.7477264e-05
3,109 High-Throughput Transaction Executions on Graphics Processors 2011 VLDB 7.5516962e-05
3,153 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4706916e-05
3,161 A Memory Bandwidth-Efficient Hybrid Radix Sort on GPUs 2017 SIGMOD 7.4648665e-05
3,472 Real-Time Distance-Based Outlier Detection in Data Streams 2021 VLDB 7.062401e-05
3,747 BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases 2016 VLDB 6.7883562e-05
3,899 Efficient Join Algorithms For Large Database Tables in a Multi-GPU Environment 2021 VLDB 6.6513982e-05
4,774 The Case For Heterogeneous HTAP 2017 CIDR 5.9279395e-05
5,199 Data-Parallel Query Processing on Non-Uniform Data 2020 VLDB 5.6294232e-05
6,367 Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021 VLDB 5.0887599e-05
6,671 Incorporating Super-Operators in Big-Data Query Optimizers 2020 VLDB 4.9625353e-05
6,799 Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters 2013 VLDB 4.9181295e-05
6,950 A GPU-friendly Geometric Data Model and Algebra for Spatial Queries 2020 SIGMOD 4.8845195e-05
7,209 GPU-accelerated data management under the test of time 2020 CIDR 4.7949787e-05
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