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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

Integrating Intra-Speaker Topic Modeling and Temporal-Based Inter-Speaker Topic Modeling in Random Walk for Improved Multi-Party Meeting Summarization

Yun-Nung Chen, Florian Metze

Proceedings of The 13th Annual Conference of the International Speech Communication Association (INTERSPEECH 2012) | September 2012

Best Student Paper Shortlist (10/~1300; < 0.8%)

Publication

T-Finder: A Recommender System for Finding Passengers and Vacant Taxis

Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie

IEEE Transactions on Knowledge and Data Engineering | September 2012

Project Project

Publication

Towards energy-efficient database cluster design

Willis Lang, Stavros Harizopoulos, Jignesh M. Patel, Mehul A. Shah, Dimitris Tsirogiannis

2012 Very Large Data Bases | August 2012, Vol 5(11): pp. 1684-1695

Publication

Constructing Popular Routes from Uncertain Trajectories

Ling-Yin Wei, Yu Zheng, Wen-Chih Peng

Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012

Project Project

Publication

Discovering Regions of Different Functions in a City Using Human Mobility and POIs

Nicholas Jing Yuan, Yu Zheng, Xing Xie

Proceedings of the 18th SIGKDD conference on Knowledge Discovery and Data Mining | August 2012

Project Project

Publication

Reviving Delay-based TCP for DataCenters

Changhyun Lee, Keon Jang, Sue Moon

ACM SIGCOMM 2012 (poster) | August 2012

Publication

Surviving Failures in Bandwidth-Constrained Datacenters

Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, Dave Maltz, Peter Bodík, Ion Stoica

August 2012

Video

Faculty Summit 2012: Welcome and Introduction

July 16, 2012 | Tony Hey

In the thirteenth year of the Microsoft Research Faculty Summit, we seek to share insights and create an open discussion on two broad themes: how computing is blending physical and virtual reality, and generating new…

11:95

Publication

Data-Parallel String-Manipulating Programs

Margus Veanes, David Molnar, Todd Mytkowicz, Ben Livshits

MSR-TR-2012-72 | July 2012

Project Project

Publication

Supporting Distributed Feed-Following Apps over Edge Devices

Badrish Chandramouli, Suman Nath, Wenchao Zhou

MSR-TR-2012-73 | July 2012

Data platforms and analytics

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