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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

Tool

Gadgetron Azure

This repository contains a setup for running a distributed deployment of the Gadgetron in a Kubernetes cluster. The setup has been developed for and tested with Azure Kubernetes Service (AKS) but should work on other…

GitHub

Publication

How Long Will it Take to Mitigate this Incident for Online Service Systems?

Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Pu Zhao, Bo Qiao, Yu Kang, Qingwei Lin 林庆维, Saravanakumar Rajmohan, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang

ISSRE’21 | September 2021

Best Research Paper

Project Project

Publication

It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale

Aleksander Fabijan, Benjamin Arai, Pavel Dmitriev, Lukas Vermeer

2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) | September 2021

Publication

WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model

Gyeong-in Yu, Saeed Amizadeh, Sehoon Kim, Artidoro Pagnoni, Ce Zhang, Byung-Gon Chun, Markus Weimer, Matteo Interlandi

VLDB 2022 | September 2021

Publication

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

MSR-TR-2021-29 | September 2021

Published by Microsoft

Publication

Data-induced predicates for sideways information passing in query optimizers

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

The VLDB Journal | August 2021

Project

Event

Microsoft at SIGCOMM 2021

August 23, 2021 – August 27, 2021 | Virtual

Microsoft is proud to be a gold sponsor of the ACM Special Interest Group on Data Communication (SIGCOMM) 2021 conference. See more details on our contributions to the event on the Sessions tab.

Publication

Onion: Identifying Incident-indicating Logs for Cloud Systems

Xu Zhang, Yong Xu, Si Qin, Shilin He, Bo Qiao, Ze Li, Hongyu Zhang, Xukun Li, Yingnong Dang, Qingwei Lin 林庆维, Murali Chintalapati, Saravanakumar Rajmohan, Dongmei Zhang

ESEC/FSE’21 Industry Track | August 2021

Publication

Effective Low Capacity Status Prediction for Cloud Systems

Hang Dong, Si Qin, Yong Xu, Bo Qiao, Shandan Zhou, Xian Yang, Chuan Luo, Pu Zhao, Qingwei Lin 林庆维, Hongyu Zhang, Abulikemu Abuduweili, Sanjay Ramanujan, Karthikeyan Subramanian, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang, Thomas Moscibroda

ESEC/FSE’21 Industry Track | August 2021

Event

Microsoft at VLDB 2021

August 16, 2021 – August 20, 2021 | Copenhagen, Denmark | Virtual

Microsoft is proud to be a gold level sponsor of the 47th International Conference on Very Large Data Bases.

Data platforms and analytics

Highlights