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Accelerating Merkle Patricia Trie with GPU

Summary: GPU-accelerated MPT via novel concurrency: lock-free PhaseNU and lock-based LockNU for node-splits, plus PhaseHC to avoid hash-compute conflicts. Includes workload-aware selector and integration into Geth/LedgerDB, showing major throughput gains. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13423
Venue
VLDB
Year
2024
Pagerank
4.1945683e-05
Overall Rank
11,020 | 23.34%
DOI
10.14778/3659437.3659443

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Showing 28 of 28 cited papers.

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

Rank Cited Paper Year Venue Pagerank
239 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00031617428
775 Relational Joins on Graphics Processors 2008 SIGMOD 0.00016823862
1,281 DataHub: Collaborative Data Science & Dataset Version Management at Scale 2015 CIDR 0.00012854744
1,287 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00012820443
2,040 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 9.7057698e-05
2,287 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0972606e-05
2,519 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 8.6078505e-05
2,612 LedgerDB: A Centralized Ledger Database for Universal Audit and Verification 2020 VLDB 8.4525247e-05
2,651 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 8.3694317e-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
3,327 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 7.2205738e-05
3,777 A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing Platforms 2016 SIGMOD 6.7750901e-05
4,002 MG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures 2021 SIGMOD 6.545665e-05
4,498 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 6.138538e-05
5,019 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 5.7559197e-05
5,125 The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 5.679423e-05
5,197 Data-Parallel Query Processing on Non-Uniform Data 2020 VLDB 5.6347409e-05
5,247 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 5.6057839e-05
5,285 SQL Ledger: Cryptographically Verifiable Data in Azure SQL Database 2021 SIGMOD 5.5843449e-05
5,573 Spitz: A Verifiable Database System 2020 VLDB 5.4276252e-05
5,799 CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor 2024 VLDB 5.3219334e-05
6,369 Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs 2021 VLDB 5.0936663e-05
6,891 Analysis of Indexing Structures for Immutable Data 2020 SIGMOD 4.8927093e-05
7,300 GlassDB: An Efficient Verifiable Ledger Database System Through Transparency 2023 VLDB 4.7698722e-05
7,377 GPUQP: Query Co-Processing Using Graphics Processors 2007 SIGMOD 4.7484565e-05
8,676 VeriBench: Analyzing the Performance of Database Systems with Verifiability 2023 VLDB 4.4707331e-05
9,692 GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive 2022 SIGMOD 4.302852e-05
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