AWS FeedAchieve 35% faster training with Hugging Face Deep Learning Containers on Amazon SageMaker Natural language processing (NLP) has been a hot topic in the AI field for some time. As current NLP models get larger and larger, data scientists and developers struggle to set up the infrastructure for such growth of model size. For…
We are pleased to share that Microsoft is named a Leader in the 2021 Gartner® Magic Quadrant™ for Cloud Database Management Systems.1 This placement reflects our completeness of vision and ability to execute, and we feel is a testament to our ongoing innovation and the integration of a comprehensive cloud data management ecosystem into Microsoft’s…
If you have processes or tools to detect accidental deletion of files and directories for your Azure Data Lake Storage accounts, you can now also restore the deleted objects using soft delete for blobs capability. During the retention period that you specify, you can now restore a soft-deleted object to its state at the time…
Placement policies enable admins to specify constraints or rules when allocating Virtual Machines within an Azure VMware Solution private cloud. With this update, the creation and assignment of vSphere Distributed Resource Scheduler (DRS) rules for running Virtual Machines in an Azure VMware Solution SDDC has been simplified and is now executable directly from the Azure Portal for…
AWS FeedStream Apache HBase edits for real-time analytics Apache HBase is a non-relational database. To use the data, applications need to query the database to pull the data and changes from tables. In this post, we introduce a mechanism to stream Apache HBase edits into streaming services such as Apache Kafka or Amazon Kinesis Data…
AWS FeedAutomate Container Anomaly Monitoring of Amazon Elastic Kubernetes Service Clusters with Amazon DevOps Guru Observability in a container-centric environment presents new challenges for operators due to the increasing number of abstractions and supporting infrastructure. In many cases, organizations can have hundreds of clusters and thousands of services/tasks/pods running concurrently. This post will demonstrate new…