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commit ce99f9666c5632082535f52d1ff964ed8f39b652
Author: Jiang Tian <jt2594...@163.com>
AuthorDate: Tue Apr 9 10:49:42 2024 +0800
Update publication (#214)
* update publication
* update other versions
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.../V0.13.x/IoTDB-Introduction/Publication.md | 20 +++++++++++++-------
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diff --git a/src/UserGuide/Master/IoTDB-Introduction/Publication.md
b/src/UserGuide/Master/IoTDB-Introduction/Publication.md
index db23cdb..efa87ca 100644
--- a/src/UserGuide/Master/IoTDB-Introduction/Publication.md
+++ b/src/UserGuide/Master/IoTDB-Introduction/Publication.md
@@ -26,14 +26,20 @@
Apache IoTDB starts at Tsinghua University, School of Software. IoTDB is a
database for managing large amount of time series data with columnar storage,
data encoding, pre-computation, and index techniques. It has SQL-like interface
to write millions of data points per second per node and is optimized to get
query results in few seconds over trillions of data points. It can also be
easily integrated with Apache Hadoop MapReduce and Apache Spark for analytics.
The research papers related are as follows:
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark tools
diff --git a/src/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
b/src/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
index d490eef..c16df88 100644
--- a/src/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
+++ b/src/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
@@ -24,14 +24,20 @@
Apache IoTDB starts at Tsinghua University, School of Software. IoTDB is a
database for managing large amount of time series data with columnar storage,
data encoding, pre-computation, and index techniques. It has SQL-like interface
to write millions of data points per second per node and is optimized to get
query results in few seconds over trillions of data points. It can also be
easily integrated with Apache Hadoop MapReduce and Apache Spark for analytics.
The research papers related are as follows:
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark tools
diff --git a/src/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
b/src/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
index 9240b22..2084188 100644
--- a/src/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
+++ b/src/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
@@ -24,14 +24,20 @@
Apache IoTDB starts at Tsinghua University, School of Software. IoTDB is a
database for managing large amount of time series data with columnar storage,
data encoding, pre-computation, and index techniques. It has SQL-like interface
to write millions of data points per second per node and is optimized to get
query results in few seconds over trillions of data points. It can also be
easily integrated with Apache Hadoop MapReduce and Apache Spark for analytics.
The research papers related are as follows:
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark tools
diff --git a/src/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
b/src/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
index 9240b22..2084188 100644
--- a/src/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
+++ b/src/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
@@ -24,14 +24,20 @@
Apache IoTDB starts at Tsinghua University, School of Software. IoTDB is a
database for managing large amount of time series data with columnar storage,
data encoding, pre-computation, and index techniques. It has SQL-like interface
to write millions of data points per second per node and is optimized to get
query results in few seconds over trillions of data points. It can also be
easily integrated with Apache Hadoop MapReduce and Apache Spark for analytics.
The research papers related are as follows:
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark tools
diff --git a/src/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
b/src/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
index 94413e4..69a45e2 100644
--- a/src/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
+++ b/src/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
@@ -24,13 +24,18 @@
Apache IoTDB starts at Tsinghua University, School of Software. IoTDB is a
database for managing large amount of time series data with columnar storage,
data encoding, pre-computation, and index techniques. It has SQL-like interface
to write millions of data points per second per node and is optimized to get
query results in few seconds over trillions of data points. It can also be
easily integrated with Apache Hadoop MapReduce and Apache Spark for analytics.
The research papers related are as follows:
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
-
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
diff --git a/src/UserGuide/latest/IoTDB-Introduction/Publication.md
b/src/UserGuide/latest/IoTDB-Introduction/Publication.md
index db23cdb..1b4368b 100644
--- a/src/UserGuide/latest/IoTDB-Introduction/Publication.md
+++ b/src/UserGuide/latest/IoTDB-Introduction/Publication.md
@@ -26,14 +26,21 @@
Apache IoTDB starts at Tsinghua University, School of Software. IoTDB is a
database for managing large amount of time series data with columnar storage,
data encoding, pre-computation, and index techniques. It has SQL-like interface
to write millions of data points per second per node and is optimized to get
query results in few seconds over trillions of data points. It can also be
easily integrated with Apache Hadoop MapReduce and Apache Spark for analytics.
The research papers related are as follows:
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Apache IoTDB: A Time Series Database for IoT
Applications](https://sxsong.github.io/doc/23sigmod-iotdb.pdf), Chen Wang,
Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui,
Jianmin Wang, Jiaguang Sun. SIGMOD 2023.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark tools
diff --git a/src/zh/UserGuide/Master/IoTDB-Introduction/Publication.md
b/src/zh/UserGuide/Master/IoTDB-Introduction/Publication.md
index 4605b17..f7d2216 100644
--- a/src/zh/UserGuide/Master/IoTDB-Introduction/Publication.md
+++ b/src/zh/UserGuide/Master/IoTDB-Introduction/Publication.md
@@ -26,14 +26,20 @@
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。
相关研究论文如下：
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
-
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark 工具
我们还研发了面向时间序列数据库的 Benchmark 工具：
diff --git a/src/zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
b/src/zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
index 73134db..d93b08c 100644
--- a/src/zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
+++ b/src/zh/UserGuide/V0.13.x/IoTDB-Introduction/Publication.md
@@ -24,12 +24,20 @@
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。
相关研究论文如下：
-
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark 工具
diff --git a/src/zh/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
b/src/zh/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
index f3ecbbf..b464eeb 100644
--- a/src/zh/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
+++ b/src/zh/UserGuide/V1.0.x/IoTDB-Introduction/Publication.md
@@ -24,12 +24,20 @@
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。
相关研究论文如下：
-
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark 工具
diff --git a/src/zh/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
b/src/zh/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
index c1cb831..c14309e 100644
--- a/src/zh/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
+++ b/src/zh/UserGuide/V1.1.x/IoTDB-Introduction/Publication.md
@@ -28,13 +28,20 @@ order: 50
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。
相关研究论文如下：
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
## Benchmark 工具
diff --git a/src/zh/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
b/src/zh/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
index d842aee..713d8fa 100644
--- a/src/zh/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
+++ b/src/zh/UserGuide/V1.2.x/IoTDB-Introduction/Publication.md
@@ -26,11 +26,18 @@
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。
相关研究论文如下：
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
diff --git a/src/zh/UserGuide/latest/IoTDB-Introduction/Publication.md
b/src/zh/UserGuide/latest/IoTDB-Introduction/Publication.md
index 4605b17..22eb97f 100644
--- a/src/zh/UserGuide/latest/IoTDB-Introduction/Publication.md
+++ b/src/zh/UserGuide/latest/IoTDB-Introduction/Publication.md
@@ -26,13 +26,22 @@
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。
相关研究论文如下：
-
-* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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
-* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
-* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [Apache IoTDB: A Time Series Database for IoT
Applications](https://sxsong.github.io/doc/23sigmod-iotdb.pdf), Chen Wang,
Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui,
Jianmin Wang, Jiaguang Sun. SIGMOD 2023.
+* [Grouping Time Series for Efficient Columnar
Storage](https://sxsong.github.io/doc/23sigmod-group.pdf), Chenguang Fang,
Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang. SIGMOD
2023.
+* [Learning Autoregressive Model in LSM-Tree based
Store](https://sxsong.github.io/doc/23kdd.pdf), Yunxiang Su, Wenxuan Ma, Shaoxu
Song. SIGMOD 2023.
+* [TsQuality: Measuring Time Series Data Quality in Apache
IoTDB](https://sxsong.github.io/doc/23vldb-qaulity.pdf), Yuanhui Qiu, Chenguang
Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. VLDB 2023.
+* [Frequency Domain Data Encoding in Apache
IoTDB](https://sxsong.github.io/doc/22vldb-frequency.pdf), Haoyu Wang, Shaoxu
Song. VLDB 2023.
+* [Non-Blocking Raft for High Throughput IoT
Data](https://sxsong.github.io/doc/23icde-raft.pdf), Tian Jiang, Xiangdong
Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun. ICDE 2023.
+* [Backward-Sort for Time Series in Apache
IoTDB](https://sxsong.github.io/doc/23icde-sort.pdf), Xiaojian Zhang, Hongyin
Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. ICDE 2023.
+* [Time Series Data Encoding for Efficient Storage: A Comparative Analysis in
Apache IoTDB](https://sxsong.github.io/doc/22vldb-encoding.pdf), Jinzhao Xiao,
Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang. VLDB
2022.
+* [Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled
LSM-Tree](https://sxsong.github.io/doc/22icde-separation.pdf), Yuyuan Kang,
Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin
Wang, Julian Feinauer. ICDE 2022.
+* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020.
+* [Apache IoTDB: time-series database for internet of
things](http://www.vldb.org/pvldb/vol13/p2901-wang.pdf), 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.
* [KV-match: A Subsequence Matching Approach Supporting Normalization and Time
Warping](https://www.semanticscholar.org/paper/KV-match%3A-A-Subsequence-Matching-Approach-and-Time-Wu-Wang/9ed84cb15b7e5052028fc5b4d667248713ac8592),
Jiaye Wu and Peng Wang and Chen Wang and Wei Wang and Jianmin Wang. ICDE 2019.
-* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019
-* [Dual-PISA: An index for aggregation operations on time series
data](https://www.sciencedirect.com/science/article/pii/S0306437918305489),
Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K Wong. IS 2020
+* [The Design of Apache IoTDB distributed
framework](http://ndbc2019.sdu.edu.cn/info/1002/1044.htm), Tianan Li, Jianmin
Wang, Xiangdong Huang, Yi Xu, Dongfang Mao, Jun Yuan. NDBC 2019.
+* [Matching Consecutive Subpatterns over Streaming Time
Series](https://link.springer.com/chapter/10.1007/978-3-319-96893-3_8), Rong
Kang and Chen Wang and Peng Wang and Yuting Ding and Jianmin Wang. APWeb/WAIM
2018.
+* [PISA: An Index for Aggregating Big Time Series
Data](https://dl.acm.org/citation.cfm?id=2983775&dl=ACM&coll=DL), Xiangdong
Huang and Jianmin Wang and Raymond K. Wong and Jinrui Zhang and Chen Wang. CIKM
2016.
+
## Benchmark 工具
