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Web3Bench: A Web3 Based HTAP Benchmark

delete2026-01-01
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PRE
AI
A
Ahmad Ghazal *
G
Ge, Zhongxin
A
Anita Shao
G
Guoxin Kang
H
Hu, Jingpei
H
Huaiyu Xu
R
Ruoxi Sun
L
Li Shen
Z
Zhang, Ryan
E
Ed Huang
H
Hanumath Maduri
J
Jianfeng Zhan
DOI：10.1007/978-3-031-93858-0_6delete
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摘要

摘要

En 中文
混合事务/分析处理（HTAP）数据库在数据库社区中正逐渐流行。HTAP数据库日益凸显的重要性促使开发适合有效评估这些系统的基准测试。我们认为现有的HTAP基准测试缺乏代表性，因为大多数是将现有的事务和分析工作负载基准测试合并而成。我们的研究还发现，最新的提案并未考虑HTAP数据库的在线特性。大多数现有提案复用了之前的基准测试数据模型，这些模型并非真正代表HTAP工作负载。本文介绍了Web3Bench，一种针对现有HTAP基准测试上述局限性的HTAP基准测试。本文提出的基准测试基于Web3领域的真实工作负载，被视为HTAP数据库的主要应用场景。我们的数据模型是去中心化区块链以太坊数据集的简化版本。在此基准测试中，我们利用以太坊的示例数据集构建了一个基于规模因子的数据生成器。Web3Bench中的工作负载侧重于代表在线处理且每秒查询量高的简单查询。此外，本文还展示了我们在TiDB集群（一种具有HTAP特性的分布式SQL数据库）上使用此基准测试进行的可行性研究的结果。
Keyword:
HTAP
SQL
Benchmarking

期刊

P
PERFORMANCE EVALUATION AND BENCHMARKING, TPCTC 2024
IF:
0
论文数:
8
被引数:
0

机构

C
chinese academy of sciences
学者数:
56.7W
论文数: 45.0W
被引数: 704
引用论文

引用论文

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