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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

Stylus: a strongly-typed store for serving massive RDF data

Liang He, Bin Shao, Yatao Li, Huanhuan Xia, Yanghua Xiao, Enhong Chen, Liang Jeff Chen

2017 Very Large Data Bases | October 2017

Microsoft Research Blog

Counting every person on Earth to eradicate poverty and empower women

September 28, 2017 | Kenji Takeda

The number one United Nations Sustainable Development Goal is to eliminate poverty, leaving nobody behind. Researchers in the United Kingdom are harnessing the large-scale data-processing power of Microsoft Azure to map the location of every…

a group of people in front of a computer screen

Publication

No data left behind: real-time insights from a complex data ecosystem

Manos Karpathiotakis, Avrilia Floratou, Fatma Ozcan, Anastasia Ailamaki

SOCC | September 2017

Publication

A robust partitioning scheme for ad-hoc query workloads

Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge Quiane, Aaron J. Elmore

Symposium on Cloud Computing | September 2017

Video

Counting every person on Earth to eradicate poverty and empower women

September 22, 2017 | Jessica Steele, Claire Melamed, Andy Tatem

02:03

Publication

FlashProfile: Interactive Synthesis of Syntactic Profiles

Saswat Padhi, Prateek Jain, Daniel Perelman, Alex Polozov, Sumit Gulwani, Todd Milstein

arXiv preprint | September 2017, Vol arXiv:1709.05725

Project

Publication

Data Scientists in Software Teams: State of the Art and Challenges

Miryung Kim, Tom Zimmermann, Robert DeLIne, Andrew Begel

IEEE Transactions on Software Engineering | September 2017

Project

Publication

Unequal error protection for scalable video storage in the cloud

Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu

IEEE Transactions on Multimedia | September 2017, Vol 20(3)

Publication

A Longitudinal Study of Google Play

Rahul Potharaju, Mizanur Rahman, Bogdan Carbunar

IEEE Transactions on Computational Social Systems | September 2017, Vol 4(3)

Video

Artificial Social Intelligence

September 7, 2017 | Monojit Choudhury

Breakthroughs in Artificial Intelligence (AI) have typically shown that AI systems are good at solving specific tasks that have a well-defined goal, such as Speech Recognition, Image Captioning, Games like Poker/Go/Jeopardy, among others. However, as…

01:22:44

Data platforms and analytics

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