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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
DBEst: Revisiting approximate query processing engines with machine learning models
Published in Proceedings of the 2019 International Conference on Management of Data (SIGMOD 2019), 2019
AQP Engine.
Recommended citation: Ma, Qingzhi, and Peter Triantafillou. "Dbest: Revisiting approximate query processing engines with machine learning models." In Proceedings of the 2019 International Conference on Management of Data, pp. 1553-1570. 2019. https://wrap.warwick.ac.uk/115961/7/WRAP-DBEst-revisiting-approximate-query-processing-engines-machine-learning-models-Triantafillou-2019.pdf
Query-centric regression for in-dbms analytics
Published in Proceedings of the 22nd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data co-located with EDBT/ICDT 2020 Joint Conference (DOLAP 2020), 2020
Query-centric regression
Recommended citation: Ma, Qingzhi, and Peter Triantafillou. "Query-centric regression for in-dbms analytics." In Proceedings of the 22nd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data co-located with EDBT/ICDT 2020 Joint Conference (EDBT/ICDT 2020), vol. 2572, pp. 16-25. 2020. http://academicpages.github.io/files/paper3.pdf
Learned approximate query processing: Make it light, accurate and fast
Published in Conference on Innovative Data Systems(CIDR21), 2021
DBEst++
Recommended citation: Ma, Qingzhi, Ali M. Shanghooshabad, Mehrdad Almasi, Meghdad Kurmanji, and Peter Triantafillou. "Learned approximate query processing: Make it light, accurate and fast." In Conference on Innovative Data Systems,(CIDR21). 2021. https://wrap.warwick.ac.uk/159826/1/WRAP-Learned-approximate-query-processing-make-light-accurate-fast-2021.pdf
PGMJoins: Random Join Sampling with Graphical Models
Published in Proceedings of the 2021 International Conference on Management of Data (SIGMOD 2021), 2021
Join Queries; Random sampling; PGMs for data management.
Recommended citation: Shanghooshabad, Ali Mohammadi, Meghdad Kurmanji, Qingzhi Ma, Michael Shekelyan, Mehrdad Almasi, and Peter Triantafillou. "Pgmjoins: Random join sampling with graphical models." In Proceedings of the 2021 International Conference on Management of Data, pp. 1610-1622. 2021. https://dl.acm.org/doi/abs/10.1145/3448016.3457302
Query-centric regression
Published in Information Systems (Elsevier), 2022
Query-centric regression
Recommended citation: Ma, Qingzhi, and Peter Triantafillou. "Query-centric regression." Information Systems 104 (2022): 101736. https://www.sciencedirect.com/science/article/abs/pii/S0306437921000107
Streaming weighted sampling over join queries
Published in International Conference on Extending Database Technology (EDBT) 2023, 2023
sampling
Recommended citation: Shekelyan, Michael, Graham Cormode, Qingzhi Ma, Ali Mohammadi Shanghooshabad, and Peter Triantafillou. "Streaming weighted sampling over join queries." In Proceedings of the 26th International Conference on Extending Database Technology (EDBT) 2023, March 2023. 2023. https://wrap.warwick.ac.uk/172076/1/WRAP-Streaming-weighted-sampling-join-queries-22.pdf
Inductive Link Prediction for Sequential-emerging Knowledge Graph
Published in 40th International Conference on Data Engineering (ICDE 2024), 2024
Sequential-emerging Knowledge Graph
Recommended citation: Yufeng Zhang, Wei Chen, Xi Chen, Qingzhi Ma, Lei Zhao. "Inductive Link Prediction for Sequential-emerging Knowledge Graph." In Proceedings of the 40th International Conference on Data Engineering (ICDE), May 13th. 2024. https://icde2024.github.io/papers.html
Segam: Secure and Efficient Group-by-Aggregation Queries across Multiple Private Database
Published in The International Conference on Database Systems for Advanced Applications (DASFAA), 2024
Group-by-Aggregation Queries
Recommended citation: Zicheng Cao, Qingzhi Ma, Wei Chen, Lei Zhao, An Liu. "Segam: Secure and Efficient Group-by-Aggregation Queries across Multiple Private Database". The International Conference on Database Systems for Advanced Applications (DASFAA), July 2nd. 2024. https://www.dasfaa2024.org/
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
数据库系统原理与实现
Undergraduate course, Soochow University, Department, 2023
生物医学数据库
人工智能导论
Undergraduate course, Soochow University, 2024
人工智能导论