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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

Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities

Madeleine Daepp, Alex Cabral, Vaishnavi Ranganathan, Vikram Iyer, Scott Counts, Paul Johns, Asta Roseway, Charlie Catlett, Gavin Jancke, Darren Gehring, Chuck Needham, Curtis von Veh, Tracy Tran, Lex Story, Gabriele D’Amone, Bichlien Nguyen

2022 International Conference on Information Processing in Sensor Networks (IPSN) | May 2022

Project

Publication

Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates

Wentao Wu, Phil Bernstein, Alex Raizman, Christina Pavlopoulou

IEEE 38th International Conference on Data Engineering (ICDE 2022) | May 2022

Publication

Microsoft New Future of Work Report 2022

Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan

MSR-TR-2022-3 | May 2022

Published by Microsoft

Video Video Video Video Video Video Project Project Project Project

Publication

SPADE: GPU-Powered Spatial Database Engine for Commodity Hardware

Harish Doraiswamy, Juliana Freire

2022 International Conference on Data Engineering | May 2022

Publication

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

EMNLP’22 Main Track | May 2022

Publication

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang

EMNLP’22 Oral Main Track | May 2022

Publication

High-Performance Row Pattern Recognition Using Joins (Technical Report)

Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri

MSR-TR-2022-34 | May 2022

Published by Microsoft

Publication

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

ACL 2022 Main Track | May 2022

Project

Publication

Computation Reuse via Fusion in Amazon Athena

Nicolas Bruno, Johnny Debrodt, Chujun Song, Wei Zheng

2022 IEEE 38th International Conference on Data Engineering (ICDE) | April 2022, pp. 1610-1620

Tool

Project Iris

Github link to Iris – pretrained summarization models for structured datasets and cardinality estimation.

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Data platforms and analytics

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