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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

SCOPE: parallel databases meet MapReduce

Jingren Zhou, Nicolas Bruno, Ming-Chuan Wu, P. Larson, R. Chaiken, Darren Shakib

The VLDB Journal | June 2012, Vol 21: pp. 611-636

Publication

Primary Data Deduplication – Large Scale Study and System Design

Ahmed El-Shimi, Ran Kalach, Ankit Kumar, Adi Oltean, Jin Li, Sudipta Sengupta

USENIX ATC’12 Proceedings of the 2012 USENIX conference on Annual Technical Conference | June 2012

Microsoft Research Blog

In the Mood for Social Media

June 4, 2012

By Janie Chang, Writer, Microsoft Research When an oil spill happens, are we annoyed, angry, or furious? When the jobless rate drops, are we relieved, happy, or ecstatic? If these topics are being discussed on…

Publication

Experiences with using Data Cleaning Technology for Bing Services

Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya

Data Engineering Bulletin | June 2012

Project

Publication

Optimal Mechanisms for Selling Information

Moshe Babaioff, Robert Kleinberg, Renato Paes Leme

ACM Conference on Electronic Commerce (EC’12) | June 2012

Publication

Provably-Efficient Job Scheduling for Energy and Fairness in Geographically Distributed Data Centers

Shaolei Ren, Yuxiong He, Fei Xu

ICDCS | June 2012

Publication

DiffMatrix: Matrix-based Interactive Visualization for Comparing Temporal Trends

Hyunjoo Song, Bongshin Lee, Bohyoung Kim, Jinwook Seo

Eurographics Conference on Visualization (EuroVis) | June 2012

Short Paper

Publication

Scalable Influence Maximization for Independent Cascade model in Large-scale Social Networks

Chi Wang, Wei Chen, Yajun Wang

Data Mining and Knowledge Discovery Journal | May 2012, Vol 25(3): pp. 545-576

Event

Latin American Faculty Summit 2012

May 23, 2012 – May 25, 2012 | Riviera Maya, Mexico

Microsoft Research hosted the eighth annual Latin American Faculty Summit in the Riviera Maya, Mexico, from May 23 to 25, 2012. The theme of the 2012 Summit was “Technologies in Action.” For the 2012 Latin…

Microsoft Research Blog

Data in the Fast Lane

May 21, 2012

By Douglas Gantenbein, Senior Writer, Microsoft News Center A new approach to managing data over a network has enabled a Microsoft Research team to set a speed record for sifting through, or “sorting,” a huge…

Data platforms and analytics

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