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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

TouchPivot: Blending WIMP & Post-WIMP Interfaces for Data Exploration on Tablet Devices

August 1, 2017 | Bongshin Lee

Video

Data Wrangling using Programming by Examples

August 1, 2017 | Sumit Gulwani

Sumit Gulwani founded the PROSE research and engineering team at Microsoft that develops programming-by-example (PBE) APIs and ships them through multiple Microsoft products. PBE is a new frontier in AI wherein the computer programs itself—the…

Data Wrangling using Programming by Examples

0:11:44

Publication

Mining the Most Influential k-Location Set From Massive Trajectories

Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng

IEEE Transactions on Big Data | August 2017

Project Project

Publication

Discovering Enterprise Concepts Using Spreadsheet Tables

Yeye He, Kris Ganjam

ACM conference on Knowledge Discovery and Data Mining (KDD) | August 2017

Publication

OrpheusDB: Bolt-on Versioning for Relational Databases

Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran

43th International Conference on Very Large Data Bases (VLDB) | August 2017

Publication

metapath2vec: Scalable Representation Learning for Heterogeneous Networks

Yuxiao Dong, Nitesh V. Chawla, Ananthram Swami

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) | August 2017

Project Project

Publication

A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled Experiments

Pavel Dmitriev, Somit Gupta, Dong Woo Kim, Garnet Vaz

KDD | August 2017

Publication

MLog: Towards Declarative In-Database Machine Learning

Bin Cui, Xupeng Li, Yiru Chen, Wentao Wu, Ce Zhang

Proceedings of the VLDB Endowment (VLDB 2017) | August 2017

Publication

Dhalion: Self-Regulating Stream Processing in Heron

Avrilia Floratou, Ashvin Agrawal, Bill Graham, Sriram Rao, Karthik Ramasamy

Proceedings of the VLDB Endowment | August 2017

Project

Microsoft Research Blog

Creating intelligent water systems to unlock the potential of Smart Cities

July 31, 2017

By Satish Sangameswaran, Principal Program Manager, and Vani Mandava, Director, Data Science The newspaper headlines about “Bangalore’s looming water crisis” have been ominous, with one urban planning expert proclaiming that Bangalore will become “unlivable” in…

Data platforms and analytics

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