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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

Webinar

Harmonizing the declarative and imperative in database systems webinar

October 8, 2020 | Virtual/Online

In this webinar, Karthik Ramachandra, a Principal Engineering Manager who heads the Azure SQL Database R & D India organization at Microsoft, will take you on a journey addressing this important but often overlooked problem.…

picture of karthik smiling next to the title of his webinar

Video

TEDxRosario – Juan M Lavista Ferres – The importance of experimentation

October 7, 2020 | Juan M. Lavista Ferres

TEDxRosario se realiza en la ciudad de Rosario, Argentina www.tedxrosario.com.ar A/B testing, causality, HIPPO, experimentation. In the spirit of ideas worth spreading, TEDx is a program of local, self-organized events that bring people together to…

12:30

Publication

Understanding the Hardness of Approximate Query Processing with Joins

Tianyu Liu, Chi Wang

MSR-TR-2020-38 | October 2020

Published by Microsoft

Project

Publication

Efficient Customer Issue Triage via Linking with System Incidents

Jiazhen Gu, …, Qingwei Lin 林庆维, …

ESEC/FSE 2020 Industry | October 2020

Publication

Muse: Multi-query Event Trend Aggregation

Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner

CIKM | October 2020

Best short paper.

Project

Publication

Three lessons from accelerating scientific insight discovery via visual querying

Doris Lee, Tarique Siddiqui, Karrie Karahalios, Aditya Parameswaran

Patterns | October 2020

Publication

Fully Dynamic Algorithm for Constrained Submodular Optimization

Silvio Lattanzi, Slobodan Mitrović, Ashkan Norouzi-Fard, Jakub Tarnawski, Morteza Zadimoghaddam

NeurIPS 2020 | October 2020

Publication

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture

Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang

CIKM’20 (applied research track) | October 2020

Project

Publication

Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation

Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu

VLDB 2021 | September 2020

Top project in Azure All Hands 2021

Video Project

Microsoft Research Blog

In search for future of cloud storage, researchers look to holographic storage solutions

September 22, 2020 | Benn Thomsen, Dushyanth Narayanan, Ant Rowstron

Data storage has always been a key tenet of compute, and with the massive growth in cloud compute, the demand for cloud data storage has opened an avenue for both revisiting prior technologies and developing…

Data platforms and analytics

Highlights