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Data platforms and analytics

Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.

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公開日

Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems

Xiaohan Yan, …, Qingwei Lin 林庆维, …

ICSE 2023 SEIP | May 2023

プロジェクト

公開日

Runtime Variation in Big Data Analytics

Yiwen Zhu, Rathijit Sen, Robert Horton, John Mark Agosta

ACM SIGMOD | May 2023

公開日

TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems

Zhengran Zeng, …, Qingwei Lin 林庆维, …

ICSE 2023 SEIP | May 2023

プロジェクト

公開日

A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature

Aleksander Fabijan, Benjamin Arai, Sebastian Kohlmeier, April Kwong, Andy Drake, Pavel Dmitriev

International Conference on Software Engineering | May 2023

公開日

Cornet: Learning Table Formatting Rules By Example

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

49th International Conference on Very Large Data Bases | May 2023

動画

公開日

Generating Test Databases for Database-Backed Applications

Cong Yan, Suman Nath, Shan Lu

ICSE’23 | May 2023

プロジェクト

公開日

CONAN: Diagnosing Batch Failures for Cloud Systems

Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

ICSE 2023 SEIP | May 2023

プロジェクト

公開日

Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem

Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, T. Moscibroda

WWW’23 industry | April 2023

公開日

HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering

Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin 林庆维, Dongmei Zhang

WWW’23 industry | April 2023

公開日

Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users

John Thompson, Jesse Martinez, Alper Sarikaya, Ed Cutrell, Bongshin Lee

CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2023

プロジェクト