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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search

Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin 林庆维, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang

ESEC/FSE’20 | November 2020

Project

Publication

How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems.

Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin 林庆维, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang

2020 Foundations of Software Engineering | November 2020

Video

CDO roundtable: Generating business value through data quality

November 5, 2020 | Juan M. Lavista Ferres

Effective data management and analysis requires trustworthy data in order to meet the business’ need for relevant insights. The true value of implemented solutions will remain unrealized if core data quality is a concern. In…

01:01:54

Publication

Generalized Sub-Query Fusion for Eliminating Redundant I/O from Big-Data Queries

Partho Sarthi, Kaushik Rajan, Akash Lal, Abhishek Modi, Prakhar Jain, Mo Liu, Ashit Gosalia, Saurabh Kalikar

Symposium on Operating Systems Design and Implementation (OSDI) | November 2020

Project

Publication

Chartem: Reviving Chart Images with Data Embedding

Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma

IEEE Transactions on Visualization and Computer Graphics | November 2020

Publication

Unearthing inter-job dependencies for better cluster scheduling

Andrew Chung, Subru Krishnan, Konstantinos Karanasos, Carlo Curino, Gregory R. Ganger

Symposium on Operating Systems Design and Implementation (OSDI) | November 2020

Publication

Efficient Customer Incident Triage via Linking with System Incidents

Jiazhen Gu, Jiaqi Wen, Zijian Wang, Pu Zhao, Chuan Luo, Yu Kang, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Bo Qiao, Liqun Li, Qingwei Lin, Dongmei Zhang

The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE’20 Industry) | November 2020

Publication