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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

Event

Microsoft at MobiSys 2020

June 15, 2020 – June 19, 2020 | Virtual/Online

Microsoft is proud to be a sponsor of the 18th ACM International Conference on Mobile Systems, Applications and Services (MobiSys). See all the ways we’re contributing to the event this year.

Publication

Using Mobility for Electrical Load Forecasting During the COVID-19 Pandemic

Yize Chen, Weiwei Yang, Baosen Zhang

June 2020

Project

Publication

Lessons learned from the early performance evaluation of Intel Optane DC persistent memory in DBMS

Yinjun Wu, Kwanghyun Park, Rathijit Sen, Brian Kroth, Jae Young Do

2020 Data Management on New Hardware | June 2020

Publication

Automated Tuning of Query Degree of Parallelism via Machine Learning

Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi

2020 International Conference on Management of Data | June 2020

Publication

Helios: Hyperscale Indexing for the Cloud & Edge

Rahul Potharaju, Terry Kim, Wentao Wu, Vidip Acharya, Steve Suh, Andrew Fogarty, Apoorve Dave, Sinduja Ramanujam, Tomas Talius, Lev Novik, Raghu Ramakrishnan

Proceedings of the VLDB Endowment (VLDB 2020) | June 2020

Publication

ExTuNe: Explaining Tuple Non-conformance

Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani

2020 International Conference on Management of Data | June 2020

Video

Publication

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 2020

Publication