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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

Path Problems in Temporal Graphs

Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu

40th International Conference on Very Large Data Bases (VLDB) | August 2014

Publication

Uncertainty Aware Query Execution Time Prediction

Wentao Wu, Xi Wu, Hakan Hacigümüs, Jeffrey F. Naughton

Proceedings of the VLDB Endowment (VLDB 2014) | August 2014

Publication

The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding

Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare Voss, Malik Magdon-Ismail

Proceedings of 2014 International Conference on Computational Linguistics | August 2014

Publication

Scalable Near Real-Time Failure Localization of Data Center Networks

Herodotos Herodotou, Bolin Ding, Shobana Balakrishnan, Geoff Outhred, Percy Fitter

in Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2014) | August 2014

Publication

Scalable Progressive Analytics on Big Data in the Cloud

Badrish Chandramouli, Jonathan Goldstein, Abdul Quamar

MSR-TR-2013-78 | August 2014

International Conference on Very Large Databases (PVLDB Vol. 6, Issue. 14)

Project

Publication

QUEST: An Exploratory Approach to Robust Query Processing

Anshuman Dutt, Sumit Neelam, Jayant R. Haritsa

Proc. VLDB Endow. | August 2014

Excellent Demonstration Award

Publication

Travel Time Estimation of a Path using Sparse Trajectories

Yilun Wang, Yu Zheng, Yexiang Xue

Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2014) | August 2014

Project Project

Publication

Inferring Gas Consumption and Pollution Emission of Vehicles throughout a City

Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu

Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014

Project

Publication

Advanced Join Strategies for Large-Scale Distributed Computation

Nicolas Bruno, YongChul Kwon, Ming Wu

Proc. VLDB Endow. | July 2014, Vol 7: pp. 1484-1495

Project

CityNoise

CityNoise is a project led by Dr. Yu Zheng in Microsoft Research. The project aims to diagnose a city’s noise pollution with crowdsensing and ubiquitous data. It reveals the fine-grained noise situation throughout a city…

Data platforms and analytics

Highlights