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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

TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models

Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang

The 63rd Annual Meeting of the Association for Computational Linguistics (ACL ’25) | July 2025

Project

Publication

TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models

Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang

The 63rd Annual Meeting of the Association for Computational Linguistics (ACL ’25) | July 2025

Project

Podcast

How AI will accelerate biomedical research and discovery

July 10, 2025

Daphne Koller, Noubar Afeyan, and Dr. Eric Topol, leaders in AI-driven medicine, discuss how AI is changing biomedical research and discovery, from accelerating drug target identification and biotech R&D to helping pursue the “holy grail”…

Illustrated images of Peter Lee, Daphne Koller, Noubar Afeyan, and Dr. Eric Topol for the Microsoft Research Podcast

Publication

Scaling GPU-Accelerated Databases Beyond GPU Memory Size

Yinan Li, Bailu Ding, Ziyun Wei, Lukas M. Maas, Momin Al-Ghosien, Spyros Blanas, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Craig Peeper, Kaushik Rajan, Surajit Chaudhuri, Johannes Gehrke

Proc. VLDB Endow. | June 2025, Vol 18: pp. 4518-4531

Publication

Autotuning Systems: Techniques, Challenges, and Opportunities

Brian Kroth, Sergiy Matusevych, Yiwen Zhu

SIGMOD 2025 | June 2025

Publication

First Workshop Connecting Academia and Industry on Modern Integrated Database and AI Systems (MIDAS)

Avrilia Floratou, Subru Krishnan, Jignesh M. Patel

2025 International Conference on Management of Data | June 2025

Publication

Rockhopper: A Robust Optimizer for Spark Configuration Tuning in Production Environment

Yiwen Zhu, Rathijit Sen, Brian Kroth, Sergiy Matusevych, Andreas Mueller, Tengfei Huang, Rahul Challapalli, Weihan Tang, Xin He, Mo Liu, Estera Kot, Sule Kahraman, Arshdeep Sekhon, Dario Bernal, Aditya Lakra, Shaily Fozdar, Dhruv Relwani, Rui Fang, Long Tian, Karuna Sagar Krishna, Ashit Gosalia, Carlo Curino, Subru Krishnan

Companion of the 2025 International Conference on Management of Data | June 2025

Video

Transforming Tumor Boards: AI Agents and the New Era of Personalized Cancer Care

June 17, 2025 | Eric Horvitz, Shrey Jain

In this fireside chat, Shrey Jain, Product Lead of the Healthcare Agent Orchestrator, joins Eric Horvitz, Chief Scientific Officer at Microsoft, to explore how AI agents are revolutionizing personalized cancer care. They delve into the…

19:29

Publication

Self-Enhancing Video Data Management System for Compositional Events with Large Language Models

Enhao Zhang, Nicole Sullivan, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska

Proceedings of the ACM on Management of Data | June 2025, Vol 3: pp. 1-29

Video

Episode 7: The road ahead

June 3, 2025 | Jonathan M. Carlson, Will Guyman, Matthew Lungren, Cameron Runde, Smitha Saligrama

In this final episode of the series. Microsoft health leaders look three years into the future and predict some big innovations to come. Their forecasts include multimodal AI agents that will transform healthcare by saving…

a group of people sitting around a table

02:29

Data platforms and analytics

Highlights