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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

Video

AI for Business Transformation: The Business of Data

September 18, 2024 | Gretchen Huizinga, Peter Lee, Vijay Mital

The value of data has never been higher—it has become an essential driver of business decisions and it is critical for deploying AI successfully. AI research leaders Peter Lee and Vijay Mital explore how AI…

Vijay Mital sitting at a table having a discussion with Peter Lee and Gretchen Huizinga

48:26

Publication

TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees

Vitória Guardieiro, Felipe Inagaki de Oliveira, Harish Doraiswamy, L. G. Nonato, Claudio Silva

IEEE Transactions on Visualization and Computer Graphics | September 2024, Vol PP

Publication

DDS: DPU-optimized Disaggregated Storage [Extended Report]

Qizhen Zhang, Phil Bernstein, Badrish Chandramouli, Jason Hu, Yiming Zheng

VLDB 2024 | August 2024

Publication

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval

Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma

KDD 2024 | August 2024

Publication

Self-Enhancing Video Data Management System for Compositional Events with Large Language Models [Technical Report]

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

ArXiv | August 2024, Vol abs/2408.02243

Publication

Uncovering Milestone Papers: A Network Diffusion and Game Theory Approach

Wei Zhang, Juyang Cao, Manuel Sebastian Mariani, Zhen-Zhen Wang, Mingyang Zhou, Wei Chen, Hao Liao

Journal of Informetrics | August 2024, Vol 18(3)

Publication

Tabularis Revilio: Converting Text to Tables

Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen

CIKM ’24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management | August 2024

Publication

Cloud Actor-Oriented Database Transactions in Orleans

Tamer Eldeeb, Sebastian Burckhardt, Reuben Bond, Asaf Cidon, Junfeng Yang, Phil Bernstein

Proc. VLDB Endow. | July 2024, Vol 17: pp. 3720-3730

Project

Microsoft Research Blog

Research Focus: Week of July 15, 2024

July 17, 2024 | Chang Xu, Weiqing Liu, Jiang Bian, Shijie Cao, Changho Hwang, Ting Cao, Mao Yang, Paul Thomas, Nick Craswell, Seth Spielman, Xiaotian Gao, Xinran wei, Jia Zhang, Tie-Yan Liu, Justin Ding, Shi Han, Dongmei Zhang

Advancing time series analysis with multi-granularity guided diffusion model; An algorithm-system co-design for fast, scalable MoE inference; What makes a search metric successful in large-scale settings; learning to solve PDEs without simulated data.

Video

Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless

July 15, 2024

Demand-driven resource allocation for cloud databases has become a popular research direction. Recent approaches have evolved from reactive policies to proactive decision making. These approaches leverage not only the current resource demand but also the…

12:18

Data platforms and analytics

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