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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

Event

Swiss Joint Research Center Workshop 2020

January 29, 2020 – January 30, 2020 | Lausanne, Switzerland

The 7th annual workshop of the Swiss Joint Research Center, a collaborative engagement between Microsoft Research and ETH Zurich and EPFL, took place January 29-30, 2020 at EPFL in Lausanne. Each of the twelve project teams…

Microsoft Research Blog

Microsoft Investigator fellows accelerate scientific and teaching impact with Azure cloud computing

January 28, 2020 | Jamie Harper

I am pleased to announce the winners of the new Microsoft Investigator Fellowship. This fellowship is designed to empower researchers of all disciplines who plan to make an impact with research and teaching using the…

Microsoft Research Blog

Project Rocket platform—designed for easy, customizable live video analytics—is open source

January 22, 2020 | Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, Victor Bahl

Thanks to advances in computer vision and deep neural networks (DNNs) in what can arguably be described as the golden age of vision, AI, and machine learning, video analytics systems—systems performing analytics on live camera…

Publication

Rebalance Bike-Sharing System With Deep Sequential Learning

Jiming Chen, Zidong Yang, Yuanchao Shu, Peng Cheng

IEEE Intelligent Transportation Systems Magazine | January 2020

Event

Inclusive Data Visualization Workshop

January 13, 2020 – January 14, 2020 | Redmond, Washington, USA

This workshop will bring together data visualization researchers, accessibility researchers, as well as representatives from disability organizations to identify the current problems, to discuss possible solutions, and to create a roadmap for research on the…

Publication

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML

Ashvin Agrawal, Rony Chatterjee, Carlo Curino, Avrilia Floratou, Neha Godwal, Matteo Interlandi, Alekh Jindal, Konstantinos Karanasos, Subru Krishnan, Brian Kroth, Jyoti Leeka, Kwanghyun Park, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu

Conference on Innovative Data Systems Research (CIDR) | January 2020

Publication

Leveraging Commercial and Other Innovation for Future U.S. Navy Data Warfare Needs

Burnadette Johnson, Arthur Barber, Gregory Crawford, Ashley J. Llorens, National Academies of Sciences, Engineering, and Medicine

Published by The National Academies Press | January 2020

Publication

ShapeWordle: Tailoring Wordles using Shape-aware Archimedean Spirals

Yunhai Wang, Xiaowei Chu, Kaiyi Zhang, Chen Bao, Xiaotong Li, Jian Zhang, Chi-Wing Fu, Christophe Hurter, Oliver Deussen, Bongshin Lee

IEEE Transactions on Visualization and Computer Graphics | January 2020

Project

Publication

Extending Relational Query Processing with ML Inference

Konstantinos Karanasos, Matteo Interlandi, Doris Xin, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Supun Nakandal, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino

Conference on Innovative Data Systems Research (CIDR) | January 2020

Publication

Critical Reflections on Visualization Authoring Systems

Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu

IEEE Transactions on Visualization and Computer Graphics | January 2020

Project

Data platforms and analytics

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