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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

DIAMETRICS: Benchmarking Query Engines at Scale

Shaleen Deep, Anja Gruenheid, Kruthi Nagaraj, Hiro Naito, Jeffrey Naughton, Stratis Viglas

Communications of The ACM | December 2022, Vol 65(12): pp. 105-112

Research Highlight

Publication

TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases

Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin

The 2022 Conference on Empirical Methods in Natural Language Processing | December 2022

Project

Publication

Comprehensive and Efficient Workload Summarization

Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Stratis Viglas, Jeffrey Naughton

Datenbank-Spektrum | November 2022

Research Highlight

Publication

Neighborhood Composition and Air Pollution in Chicago: Monitoring Inequities With a Dense, Low-Cost Sensing Network, 2021

Precious Esie, Madeleine I.G Daepp, Asta Roseway, Scott Counts

American Journal of Public Health (AJPH) | November 2022, Vol 112(12): pp. 1765-1773

Project

Video

Challenges in Evolving a Successful Database Product (SQL Server) to a Cloud Service (SQL Azure)

November 4, 2022 | Hanuma Kodavalla, Phil Bernstein

Over the past few years, my team at Microsoft worked on evolving our very successful on-prem database product, SQL Server, to a Database Platform as a Service, SQL Azure, running in the cloud managing millions…

01:29:41

Publication

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.

Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick,, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Liat Peterfreund, Fatma Özcan, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang

SIGMOD Record | November 2022

Publication

Towards Natural Language-Based Visualization Authoring

Yun Wang, Zhitao Hou, Leixian Shen, Tongshuang Wu, Jiaqi Wang, He Huang, Haidong Zhang, Dongmei Zhang

IEEE Transactions on Visualization and Computer Graphics | November 2022

Publication

ASL Wiki: An Exploratory Interface for Crowdsourcing ASL Translations

Abraham Glasser, Fyodor Minakov, Danielle Bragg

ASSETS 2022 | October 2022

Project

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Project

Inclusive Data Visualization

We now live in a data-driven world, where big data are generated and captured by computing devices and sensors on and around us. As critical decisions are made based on data, understanding data has become…

Data platforms and analytics

Highlights