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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

Sumit Gulwani: 3-min video introduction

September 6, 2022 | Sumit Gulwani

A 3-minute video introduction of Sumit Gulwani: He is a computer scientist connecting ideas, people, and research with practice. He is inventor of the Flash Fill feature in Microsoft Excel, which has now made its…

03:00

Event

VLDB 2022

September 5, 2022 – September 9, 2022 | Hybrid | Sydney, Australia

Microsoft is proud to be a sponsor of the 48th International Conference on Very Large Databases (opens in new tab). VLDB is a premier annual international forum for data management and database researchers, vendors, practitioners,…

Publication

Tenant Placement in Over-subscribed Database-as-a-Service Clusters

Arnd Christian König, Yi Shan, Tobias Ziegler, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya

48th International Conference on Very Large Databases | September 2022

Project

Publication

Pipemizer: An Optimizer for Analytics Data Pipelines

Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka

PVLDB | September 2022

Publication

Query Processing on Tensor Computation Runtimes

Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi

VLDB 2022 | September 2022

Publication

Open Benchmarking Platform for Data Inversion Methods

Gerard Gorman, Fabio Luporini, Amik St-Cyr, Alexander Loddoch, A. Souza, Philipp Witte, Ken Hester, Fabrice Dupros, Mauricio Araya

Sixth EAGE High Performance Computing Workshop | September 2022

Project

Publication

Query Optimizer as a Service: An Idea Whose Time Has Come

Alekh Jindal, Jyoti Leeka

SIGMOD Record | September 2022

Publication

Containerized Execution of UDFs: An Experimental Evaluation

Karla Saur, Tara Mirmira, Konstantinos Karanasos, Jesús Camacho-Rodríguez

VLDB 2022 | September 2022

Publication

New Query Optimization Techniques in the Spark Engine of Azure Synapse

Abhishek Modi, Kaushik Rajan, Srinivas Thimmaiah, Prakhar Jain, Swinky Mann, Ayushi Agarwal, Ajith Shetty, Shahid K I, Ashit Gosalia, Partho Sarthi

VLDB 2022 | September 2022

Project

Video

Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless

August 29, 2022 | Olga Poppe

Microsoft Azure SQL Database is among the leading relational database service providers in the cloud. Serverless compute automatically scales resources based on workload demand. When a database becomes idle its resources are reclaimed. When activity…

graphical user interface, text, application

10:29

Data platforms and analytics

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