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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

Auto-Validate by-History: Auto Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri

KDD 2023 | August 2023

Project

Publication

Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction

Zhangchi Zhu, Lu Wang, Pu Zhao, Chao Du, Wei Zhang, Hang Dong, Bo Qiao, Qingwei Lin 林庆维, S. Rajmohan, Dongmei Zhang

KDD’23 | August 2023

Publication

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

Group

Data Systems

The Data Systems group at Microsoft Research works on problems in data management. Our current areas of focus include infrastructure for large-scale cloud database systems, storage and indexing in key-value stores and vector databases, leveraging modern…

Publication