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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

VIP Hashing — Adapting to Skew in Popularity of Data on the Fly

Aarati Kakaraparthy, Jignesh M. Patel, Brian Kroth, Kwanghyun Park

VLDB 2022 | June 2022

Group

E+D

Add this tag to projects and papers that involve staff who are within the E+D org. The Experiences + Devices organization is a group within Microsoft primarily centered on 1st party hardware and Microsoft 365…

Publication

Budget-aware Index Tuning with Reinforcement Learning (Extended Version)

Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek Narasayya, Surajit Chaudhuri, Phil Bernstein

ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022

Publication

LinkingPark: An automatic semantic table interpretation system

Shuang Chen, Alperen Karaoglu, Carina Negreanu, Tingting Ma, Jin-Ge Yao, Jack Williams, Feng Jiang, Andy Gordon, Chin-Yew Lin

Journal of Web Semantics | June 2022

Project Project Project

Publication

Statically Detecting Data Leakages in Data Science Code

Pavle Subotić, Uros Bojanić, Milan Stojić

International Workshop on the State Of the Art in Program Analysis | June 2022

Project

Publication

An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection

Yichen Li, Xu Zhang, Shilin He, Zhuangbin Chen, Yu Kang, Jinyang Liu, Liqun Li, Yingnong Dang, Feng Gao, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang, Michael R. Lyu

ACM SIGOPS Operating Systems Review | June 2022, Vol 56(1): pp. 1-7

Project Project

Publication