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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

Learning State Representations for Query Optimization with Deep Reinforcement Learning

Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi

Second Workshop on Data Management for End-To-End Machine Learning | June 2018

Publication

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Access Project

Publication

Auto-Detect: Data-Driven Error Detection in Tables

Zhipeng Huang, Yeye He

International Conference on Management of Data (SIGMOD) | June 2018

Project

Publication

Auto-Type: Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code

Cong Yan, Yeye He

International Conference on Management of Data (SIGMOD) | June 2018

Project

Publication

Accelerating Machine Learning Inference with Probabilistic Predicates

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Project

Publication

Auto-Type: Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code

Cong Yan, Yeye He

SIGMOD | June 2018

Publication

Bias in OLAP Queries: Detection, Explanation, and Removal

Babak Salimi, Johannes Gehrke, Dan Suciu

2018 International Conference on Management of Data | June 2018

Publication

FASTER: A Concurrent Key-Value Store with In-Place Updates

Badrish Chandramouli, Guna Prasaad, Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett

2018 ACM SIGMOD International Conference on Management of Data (SIGMOD ’18), Houston, TX, USA | June 2018

Video Project Project Project

Event

Microsoft @ MobiSys 2018

June 10, 2018 – June 15, 2018 | Munich, Germany

Microsoft is proud to be a gold sponsor of the 16th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) June 10, 2018 – June 15, 2018 at the Sheraton Munich Arabellapark Hotel in…

Publication

Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel

Yeye He, Kris Ganjam, Kukjin Lee, Yue Wang, Vivek Narasayya, Surajit Chaudhuri, Xu Chu

International Conference on Management of Data (SIGMOD) | June 2018

Data platforms and analytics

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