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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

Video

Scalable, Consistent, and Elastic Database Systems for Cloud Platforms

August 16, 2011 | Sudipto Das

Cloud computing has emerged as a multi-billion dollar industry and as a successful paradigm for web application deployment. Economies-of-scale, elasticity, and pay-per-use pricing have been the biggest promises of cloud. Database management systems (DBMSs) serving…

01:14:08

Publication

Understanding Network Failures in Data Centers: Measurement, Analysis, and Implications

Phillipa Gill, Navendu Jain, Nachi Nagappan

Proceedings of the ACM Special Interest Group on Data Communications (SIGCOMM ’11) | August 2011

Publication

T-Drive trajectory data sample

Yu Zheng

August 2011

T-Drive sample dataset

Project

Publication

Data-Intensive Science: The Terapixel and MODISAzure Projects

Dan Fay, Deb Agarwal, You-Wei Cheah, Jonathan Fay, Dean Guo, Tony Hey, Marty Humphrey, Keith Jackson, Jie Lie, Youngryel Ryu , Catharine van ingen

The International Journal of High Performance Computing Applications | August 2011, Vol 25: pp. 304-316

Publication

Online Visualization of Geospatial Stream Data using the WorldWide Telescope

Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman

International Conference on Very Large Databases (VLDB) | August 2011

International Conference on Very Large Databases (VLDB)

Project

Publication

LikeMiner: A System for Mining the Power of ‘Like’ in Social Media Networks

Xin Jin, Chi Wang, Jiebo Liu, Xiao Yu, Jiawei Han

Proceeding of 2011 ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2011

Proceeding of 2011 ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Publication

State-Level Data Borrowing for Low-Resource Speech Recognition based on Subspace GMMs

Yanmin Qian, Daniel Povey, Jia Liu

International Speech Communication Association | August 2011

Interspeech

Event

Faculty Summit 2011

July 18, 2011 – July 20, 2011 | Redmond, WA, USA

The twelfth Microsoft Research Faculty Summit provided a forum for lively debate of the development, application, and funding of technologies in the environmental, medical, and educational spheres over a long period of time. The program…

Publication

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage

Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian

IJCAI’11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011

ISBN: 978-1-57735-515-1

Invited from CHI 2011 to Best Papers Track

Project

Publication

Learning Relevance from Heterogeneous Social Network and Its Application in Online Targeting

Chi Wang, Rajat Raina, David Fong, Ding Zhou, Jiawei Han, Greg Bardros

Proceeding of 2011 ACM SIGIR Conference on Research and Development in Information Retrieval | July 2011

Data platforms and analytics

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