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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

Click-based Hot Fixes for Underperforming Torso Queries

Masrour Zoghi, Tomáš Tunys, Lihong Li, Damien Jose, Junyan Chen, Chun Ming Chin, Maarten de Rijke

Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2016

Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

Project

Microsoft Research Blog

Contest finalists use Microsoft Azure to discover the beauty of programming

June 30, 2016

By Guobin Wu, Senior Research Program Manager, Microsoft Research Asia What does it take to make it to the “decisive round for the finest few” in the Beauty of Programming Contest 2016? Earlier this year,…

Publication

Shrink – Prescribing Resiliency Solutions for Streaming

Badrish Chandramouli, Jonathan Goldstein

MSR-TR-2016-15 | June 2016

Project Project

Publication

Urban Area Vehicle Number Estimation based on RTMS Data

Yue Hu, Yuanchao Shu, Peng Cheng, Jiming Chen

IEEE International Congress on Big Data | June 2016

Publication

Demo: Data Analysis and Visualization in Bike-Sharing Systems

Lihuan Zhang, Siyuan Tang, Zidong Yang, Ji Hu, Yuanchao Shu, Peng Cheng, Jiming Chen

ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2016

Publication

Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams

Arnd Christian König, Anshumali Srivastava, Misha Bilenko

ACM SIGMOD Conference | June 2016

ACM SIGMOD Conference

Publication

Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics

Kukjin Lee, Arnd Christian König, Vivek Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma Nehme, Jiexing Li, Jeff Naughton

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016)

Project

Publication

MobiCamp: a Campus-wide Testbed for Studying Mobile Physical Activities

Mengyu Zhou, Kaixin Sui, Minghua Ma, Youjian Zhao, Dan Pei, Thomas Moscibroda

2016 Workshop on Physical Analytics (WPA @MobiSys ’16) | June 2016

Microsoft Research Blog

Microsoft boosts NSF’s Big Data Regional Innovation Hubs with $3M in cloud computing credits

June 23, 2016

By Vani Mandava, Director, Data Science Outreach, Microsoft Research Microsoft Research is proud to support the US-wide National Science Foundation’s (NSF) Big Data Regional Innovation Hubs (BD Hubs) program by awarding $3M in Microsoft Azure cloud computing…

Publication

GraphFrames: an integrated API for mixing graph and relational queries

Ankur Dave, Alekh Jindal, Li Erran Li, Reynold Xin, Joseph Gonzalez, Matei Zaharia

GRADES | June 2016

Data platforms and analytics

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