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Published • 2 min read

Microsoft and NVIDIA bring GPU-accelerated machine learning to more developers 

With ever-increasing data volume and latency requirements, GPUs have become an indispensable tool for doing machine learning (ML) at scale. This week, we are excited to announce two integrations that Microsoft and NVIDIA have built together to unlock industry-leading GPU acceleration for more developers and data scientists.

Published • 4 min read

Reducing security alert fatigue using machine learning in Azure Sentinel 

Last week we launched Azure Sentinel, a cloud native SIEM tool. Machine learning (ML) in Azure Sentinel is built-in right from the beginning. We have thoughtfully designed the system with ML innovations aimed to make security analysts, security data scientists, and engineers productive.

Published • 5 min read

Securely monitoring your Azure Database for PostgreSQL Query Store 

A few months ago, I shared best practices for alerting on metrics with Azure Database for PostgreSQL. Though I was able to cover how to monitor certain key metrics on Azure Database for PostgreSQL, I did not cover how to monitor and alert on the performance of queries that your application is heavily relying on

Published • 3 min read

ONNX Runtime integration with NVIDIA TensorRT in preview 

Today we are excited to open source the preview of the NVIDIA TensorRT execution provider in ONNX Runtime. With this release, we are taking another step towards open and interoperable AI by enabling developers to easily leverage industry-leading GPU acceleration regardless of their choice of framework.

Published • 1 min read

Azure Container Registry virtual network and Firewall rules preview support 

While Azure Container Registry (ACR) supports user and headless-service account authentication, customers have expressed their requirements for limiting public endpoint access. Customers can now limit registry access within an Azure Virtual Network (VNet), as well as whitelist IP addresses and ranges for on-premises services.