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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

Microsoft Research Blog

A Data-Driven Crystal Ball

September 29, 2014

“Scottish independence: polls show it’s too close to call.” “Scotland’s vote likely to be a nail-biter.” “Scottish independence vote on a knife edge as polls put both Yes AND No ahead.” If there was any…

Publication

WideTable: An Accelerator for Analytical Data Processing

Yinan Li, Jignesh M. Patel

PVLDB | September 2014, Vol 7(10): pp. 907-918

Publication

The Impact of Test Ownership and Team Structure on the Reliability and Effectiveness of Quality Test Runs

Kim Herzig, Nachi Nagappan

Proceedings of the 8th International Symposium on Empirical Software Engineering and Measurement | September 2014

Proceedings of the 8th International Symposium on Empirical Software Engineering and Measurement

Project

Publication

Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers

Mohan Yang, Bolin Ding, Surajit Chaudhuri, Kaushik Chakrabarti

Proceedings of the VLDB Endowment, the 41st International Conference on Very Large Data Bases (VLDB 2015) | September 2014

Project

Publication

Scalable Moment-Based Inference for Latent Dirichlet Allocation

Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han

Proceeding of 2014 European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases | September 2014

Publication

Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database

Ahmed Eldawy, Justin Levandoski, Paul Larson

International Conference on Very Large Databases (PVLDB Vol. 7, Issue. 11), June 2014 | September 2014

International Conference on Very Large Databases (PVLDB Vol. 7, Issue. 11), June 2014

Publication

ClusterJoin: A Similarity Joins Framework using Map-Reduce

Akash Das Sarma, Yeye He, Surajit Chaudhuri

Proceedings of International Conference on Very Large Databases (VLDB) | September 2014

Proceedings of International Conference on Very Large Databases (VLDB)

Project

Publication

Diagnosing New York City’s Noises with Ubiquitous Data

Yu Zheng, Tong Liu, Yilun Wang, Yanmin Zhu, Yanchi Liu, Eric Chang

Proceedings of the 16th ACM International Conference on Ubiquitous Computing | September 2014

Project Project

Publication

The TM-RTree: An Index on Generic Moving Objects for Range Queries

Jianqiu Xu, Ralf Hartmut Gu¨ting, Yu Zheng

GeoInformatica | September 2014

Project

Publication

Knowledge-Powered Deep Learning for Word Embedding

Jiang Bian, Bin Gao, Tie-Yan Liu

September 2014

Data platforms and analytics

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