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发布日期

视频

SQuID: Example-Driven Query Intent Discovery

2021年6月1日 | Anna Fariha

Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity (SIGMOD 2019) Talk at Microsoft PROSE.

14:47

论文与出版物

Lattice: A Vision for Machine Learning, Data Engineering, and Policy Considerations for Digital Agriculture at Scale

Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard Engel, Dennis Buckmaster, Michael R. Ladisch, Ranveer Chandra

IEEE Open Journal of the Computer Society | June 2021, 第 2 卷

论文与出版物

Asynchronous Prefix Recoverability for Fast Distributed Stores

Tianyu Li, Badrish Chandramouli, Jose Faleiro, Donald Kossmann, Sam Madden

SIGMOD 2021 | June 2021

项目

论文与出版物

Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd’s table

Wentao Wu, Ce Zhang

DEEM@SIGMOD 2021 | June 2021

论文与出版物

KEA: Tuning an Exabyte-Scale Data Infrastructure

Yiwen Zhu, Subru Krishnan, Konstantinos Karanasos, Isha Tarte, Conor Power, Abhishek Modi, Manoj Kumar, Deli Zhang, Deli Zhang, Kartheek Muthyala, Nick Jurgens, Sarvesh Sakalanaga, Sudhir Darbha, Minu Iyer, Ankita Agarwal, Carlo Curino

SIGMOD | June 2021

论文与出版物

Towards Demystifying Serverless Machine Learning Training

Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang

ACM SIGMOD International Conference on Management of Data (SIGMOD 2021) | June 2021

论文与出版物

RLNF: Reinforcement Learning based Noise Filtering for Click-Through Rate Prediction

Pu Zhao, …, Qingwei Lin 林庆维, …

SIGIR 2021 | June 2021

项目

论文与出版物

Instance-Optimized Data Layouts for Cloud Analytics Workloads

Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska

SIGMOD 2021 | June 2021

论文与出版物

LightNE: A Lightweight Graph Processing System for Network Embedding

Jiezhong Qiu, Laxman Dhulipala, Jie Tang, Richard Peng, Chi Wang

Proceedings of the 2021 International Conference on Management of Data (SIGMOD 2021) | June 2021

项目

论文与出版物

Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining

Yaohui Wang, Guozheng Li, Zijian Wang, Yu Kang, Yangfan Zhou, Hongyu Zhang, Feng Gao, Jeffrey Sun, Li Yang, Pochian Lee, Zhangwei Xu, Pu Zhao, Bo Qiao, Liqun Li, Xu Zhang, Qingwei Lin

ICSE 2021 | May 2021

项目项目