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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

PSST: Enabling Blind or Visually Impaired Developers to Author Sonifications of Streaming Sensor Data

Venkatesh Potluri, John Thompson, James Devine, Bongshin Lee, Nora Morsi, Jonathan "Peli" de Halleux, Steve Hodges, Jennifer Mankoff

ACM UIST | October 2022

Project

Publication

Treebeard: An Optimizing Compiler for Decision Tree Based ML Inference

Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula

IEEE/ACM International Symposium on Microarchitecture (MICRO) | October 2022

Project

Video

Women in Data Science Fireside Chat with Cathy Tanimura, Eren Manavoglu and Yan Guo

September 21, 2022 | Shijing Fang, Yan Guo, Eren Manavoglu, Cathy Tanimura

Women in Data Science at Microsoft (WiDS) Community started as a workshop at the Microsoft Machine Learning and Data Science (MLADS) conference in spring 2018. Since then, we have hosted seven community events, nine consecutive…

01:12:47

Publication

Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem

Yuki Asada, Victor Fu, Apurva Gandhi, Advitya Gemawat, Lihao Zhang, Dong He, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi

VLDB | September 2022, Vol 15(12): pp. 3598-3601

Best demo award

Video

Sumit Gulwani: 3-min video introduction

September 6, 2022 | Sumit Gulwani

A 3-minute video introduction of Sumit Gulwani: He is a computer scientist connecting ideas, people, and research with practice. He is inventor of the Flash Fill feature in Microsoft Excel, which has now made its…

03:00

Event

VLDB 2022

September 5, 2022 – September 9, 2022 | Hybrid | Sydney, Australia

Microsoft is proud to be a sponsor of the 48th International Conference on Very Large Databases (opens in new tab). VLDB is a premier annual international forum for data management and database researchers, vendors, practitioners,…

Publication

Tenant Placement in Over-subscribed Database-as-a-Service Clusters

Arnd Christian König, Yi Shan, Tobias Ziegler, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya

48th International Conference on Very Large Databases | September 2022

Project

Publication

Pipemizer: An Optimizer for Analytics Data Pipelines

Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka

PVLDB | September 2022

Publication

Open Benchmarking Platform for Data Inversion Methods

Gerard Gorman, Fabio Luporini, Amik St-Cyr, Alexander Loddoch, A. Souza, Philipp Witte, Ken Hester, Fabrice Dupros, Mauricio Araya

Sixth EAGE High Performance Computing Workshop | September 2022

Project

Publication

Query Processing on Tensor Computation Runtimes

Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi

VLDB 2022 | September 2022

Data platforms and analytics

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