| import{_ as t,r as i,o as r,c as g,b as n,d as e,a as o}from"./app-Bx8hKGcu.js";const l={},c=n("h2",{id:"研究论文",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#研究论文"},[n("span",null,"研究论文")])],-1),h=n("p",null,"Apache IoTDB 始于清华大学软件学院。IoTDB 是一个用于管理大量时间序列数据的数据库，它采用了列式存储、数据编码、预计算和索引技术，具有类 SQL 的接口，可支持每秒每节点写入数百万数据点，可以秒级获得超过数万亿个数据点的查询结果。它还可以很容易地与 Apache Hadoop、MapReduce 和 Apache Spark 集成以进行分析。",-1),s=n("p",null,"相关研究论文如下：",-1),d={href:"https://sxsong.github.io/doc/23sigmod-group.pdf",target:"_blank",rel:"noopener noreferrer"},u={href:"https://sxsong.github.io/doc/23kdd.pdf",target:"_blank",rel:"noopener noreferrer"},p={href:"https://sxsong.github.io/doc/23vldb-qaulity.pdf",target:"_blank",rel:"noopener noreferrer"},m={href:"https://sxsong.github.io/doc/22vldb-frequency.pdf",target:"_blank",rel:"noopener noreferrer"},f={href:"https://sxsong.github.io/doc/23icde-raft.pdf",target:"_blank",rel:"noopener noreferrer"},_={href:"https://sxsong.github.io/doc/23icde-sort.pdf",target:"_blank",rel:"noopener noreferrer"},b={href:"https://sxsong.github.io/doc/22vldb-encoding.pdf",target:"_blank",rel:"noopener noreferrer"},S={href:"https://sxsong.github.io/doc/22icde-separation.pdf",target:"_blank",rel:"noopener noreferrer"},T={href:"https://www.sciencedirect.com/science/article/pii/S0306437918305489",target:"_blank",rel:"noopener noreferrer"},D={href:"http://www.vldb.org/pvldb/vol13/p2901-wang.pdf",target:"_blank",rel:"noopener noreferrer"},k={href:"https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592",target:"_blank",rel:"noopener noreferrer"},W={href:"http://ndbc2019.sdu.edu.cn/info/1002/1044.htm",target:"_blank",rel:"noopener noreferrer"},I={href:"https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8",target:"_blank",rel:"noopener noreferrer"},x={href:"https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL",target:"_blank",rel:"noopener noreferrer"},A=n("h2",{id:"benchmark-工具",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#benchmark-工具"},[n("span",null,"Benchmark 工具")])],-1),B=n("p",null,"我们还研发了面向时间序列数据库的 Benchmark 工具：",-1),J={href:"https://github.com/thulab/iot-benchmark",target:"_blank",rel:"noopener noreferrer"};function C(y,H){const a=i("ExternalLinkIcon");return r(),g("div",null,[c,h,s,n("ul",null,[n("li",null,[n("a",d,[e("Grouping Time Series for Efficient Columnar Storage"),o(a)]),e(", Chenguang Fang, Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD 2023.")]),n("li",null,[n("a",u,[e("Learning Autoregressive Model in LSM-Tree based Store"),o(a)]),e(", Yunxiang Su, Wenxuan Ma, Shaoxu Song. SIGMOD 2023.")]),n("li",null,[n("a",p,[e("TsQuality: Measuring Time Series Data Quality in Apache IoTDB"),o(a)]),e(", Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.")]),n("li",null,[n("a",m,[e("Frequency Domain Data Encoding in Apache IoTDB"),o(a)]),e(", Haoyu Wang, Shaoxu Song. VLDB 2023.")]),n("li",null,[n("a",f,[e("Non-Blocking Raft for High Throughput IoT Data"),o(a)]),e(", Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.")]),n("li",null,[n("a",_,[e("Backward-Sort for Time Series in Apache IoTDB"),o(a)]),e(", Xiaojian Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. 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