SAM: Database Generation from Query Workloads with Supervised Autoregressive Models

Author:

Yang Jingyi1,Wu Peizhi2,Cong Gao1,Zhang Tieying3,He Xiao4

Affiliation:

1. Nanyang Technological University, Singapore, Singapore

2. University of Pennsylvania, Philadelphia, PA, USA

3. ByteDance Inc., Mountain View, CA, USA

4. Alibaba Group, Hangzhou, China

Funder

Ministry of Education - Singapore

Publisher

ACM

Reference37 articles.

1. [n.d.]. Replaying a Database Workload Oracle. https://docs.oracle.com/cd/E11882_01/server.112/e41481/dbr_replay.htm#RATUG131. [n.d.]. Replaying a Database Workload Oracle. https://docs.oracle.com/cd/E11882_01/server.112/e41481/dbr_replay.htm#RATUG131.

2. [n.d.]. UCI machine learning repository. https://archive.ics.uci.edu/ml/index.php. [n.d.]. UCI machine learning repository. https://archive.ics.uci.edu/ml/index.php.

3. On the design and quantification of privacy preserving data mining algorithms

4. Arvind Arasu Raghav Kaushik and Jian Li. 2011. Data generation using declarative constraints. In SIGMOD. 685--696. Arvind Arasu Raghav Kaushik and Jian Li. 2011. Data generation using declarative constraints. In SIGMOD. 685--696.

5. QAGen

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Lauca: A Workload Duplicator for Benchmarking Transactional Database Performance;IEEE Transactions on Knowledge and Data Engineering;2024-07

2. Machine Learning for Databases: Foundations, Paradigms, and Open problems;Companion of the 2024 International Conference on Management of Data;2024-06-09

3. Performance Truthfulness of Differential Privacy for DB Testing;Proceedings of the Tenth International Workshop on Testing Database Systems;2024-06-09

4. Effective Entry-Wise Flow for Molecule Generation;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

5. Modeling Shifting Workloads for Learned Database Systems;Proceedings of the ACM on Management of Data;2024-03-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3