| import{_ as e,c as a,b as i,o}from"./app-qnr2m1Dh.js";const r={};function t(g,n){return o(),a("div",null,n[0]||(n[0]=[i('<h1 id="学术成果" tabindex="-1"><a class="header-anchor" href="#学术成果"><span>学术成果</span></a></h1><p>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。</p><p>相关研究论文如下：</p><ul><li><a href="https://sxsong.github.io/doc/23sigmod-group.pdf" target="_blank" rel="noopener noreferrer">Grouping Time Series for Efficient Columnar Storage</a>, Chenguang Fang, Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD 2023.</li><li><a href="https://sxsong.github.io/doc/23kdd.pdf" target="_blank" rel="noopener noreferrer">Learning Autoregressive Model in LSM-Tree based Store</a>, Yunxiang Su, Wenxuan Ma, Shaoxu Song. SIGMOD 2023.</li><li><a href="https://sxsong.github.io/doc/23vldb-qaulity.pdf" target="_blank" rel="noopener noreferrer">TsQuality: Measuring Time Series Data Quality in Apache IoTDB</a>, Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.</li><li><a href="https://sxsong.github.io/doc/22vldb-frequency.pdf" target="_blank" rel="noopener noreferrer">Frequency Domain Data Encoding in Apache IoTDB</a>, Haoyu Wang, Shaoxu Song. VLDB 2023.</li><li><a href="https://sxsong.github.io/doc/23icde-raft.pdf" target="_blank" rel="noopener noreferrer">Non-Blocking Raft for High Throughput IoT Data</a>, Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.</li><li><a href="https://sxsong.github.io/doc/23icde-sort.pdf" target="_blank" rel="noopener noreferrer">Backward-Sort for Time Series in Apache IoTDB</a>, Xiaojian Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.</li><li><a href="https://sxsong.github.io/doc/22vldb-encoding.pdf" target="_blank" rel="noopener noreferrer">Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB</a>, Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB 2022.</li><li><a href="https://sxsong.github.io/doc/22icde-separation.pdf" target="_blank" rel="noopener noreferrer">Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree</a>, Yuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin Wang, Julian Feinauer. ICDE 2022.</li><li><a href="https://www.sciencedirect.com/science/article/pii/S0306437918305489" target="_blank" rel="noopener noreferrer">Dual-PISA: An index for aggregation operations on time series data</a>, Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.</li><li><a href="http://www.vldb.org/pvldb/vol13/p2901-wang.pdf" target="_blank" rel="noopener noreferrer">Apache IoTDB: time-series database for internet of things</a>, Chen Wang, Xiangdong Huang, Jialin Qiao, Tian Jiang, Lei Rui, Jinrui Zhang, Rong Kang, Julian Feinauer, Kevin A. McGrail, Peng Wang, Jun Yuan, Jianmin Wang, Jiaguang Sun. VLDB 2020.</li><li><a href="https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592" target="_blank" rel="noopener noreferrer">KV-match: A Subsequence Matching Approach Supporting Normalization and Time Warping</a>, Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.</li><li><a href="http://ndbc2019.sdu.edu.cn/info/1002/1044.htm" target="_blank" rel="noopener noreferrer">The Design of Apache IoTDB distributed framework</a>, Tianan Li, Jianmin Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.</li><li><a href="https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8" target="_blank" rel="noopener noreferrer">Matching Consecutive Subpatterns over Streaming Time Series</a>, Rong Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM 2018.</li><li><a href="https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL" target="_blank" rel="noopener noreferrer">PISA: An Index for Aggregating Big Time Series Data</a>, Xiangdong Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM 2016.</li></ul>',4)]))}const p=e(r,[["render",t],["__file","Publication.html.vue"]]),c=JSON.parse('{"path":"/zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.html","title":"学术成果","lang":"zh-CN","frontmatter":{"description":"学术成果 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 ...","head":[["link",{"rel":"alternate","hreflang":"en-us","href":"https://iotdb.apache.org/UserGuide/V0.13.x/IoTDB-Introduction/Publication.html"}],["meta",{"property":"og:url","content":"https://iotdb.apache.org/zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.html"}],["meta",{"property":"og:site_name","content":"IoTDB Website"}],["meta",{"property":"og:title","content":"学术成果"}],["meta",{"property":"og:description","content":"学术成果 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 ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"zh-CN"}],["meta",{"property":"og:locale:alternate","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-05-09T10:21:49.000Z"}],["meta",{"property":"article:modified_time","content":"2024-05-09T10:21:49.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"学术成果\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-05-09T10:21:49.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1688958677000,"updatedTime":1715250109000,"contributors":[{"name":"CritasWang","email":"critas@outlook.com","commits":1},{"name":"Jiang Tian","email":"jt2594838@163.com","commits":1},{"name":"wanghui42","email":"105700158+wanghui42@users.noreply.github.com","commits":1}]},"readingTime":{"minutes":2.12,"words":635},"filePathRelative":"zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md","localizedDate":"2023年7月10日","autoDesc":true}');export{p as comp,c as data}; |