In this series, we’re following the phases of the Well-Architected machine learning lifecycle (Figure 1) to optimize your artificial intelligence (AI)/ML workloads. AWS estimates that inference (the process of using a trained
In this series, we’re following the phases of the Well-Architected machine learning lifecycle (Figure 1) to optimize your artificial intelligence (AI)/ML workloads. AWS estimates that inference (the process of using a trained
These typically include things like using the AWS Instance Scheduler to turn off compute when it will not be used or comparing cost and utilization reports to find hot spots to reduce impact.
Figure 1 shows a sample architecture of a generic integrated solution between Ping Identity and OpenSearch Dashboards over SAML authentication. Rather than authenticating through Amazon Cognito or
AWS Cloud Development Kit (CDK) is an open-source software development framework that allows you to define your cloud application resources using familiar programming languages. AWS CDK is an open-
We demonstrate how the use of pre-snapshot execution hooks in Astra Control Service enables us to create application-consistent snapshots and backups across all application tiers and recover the application to a
Today we announce the general availability of AWS Migration Hub Orchestrator, providing predefined and customizable workflow templates that offer a prescribed set of migration tasks, migration tools, automation
Microsoft is proud to support open-source projects, initiatives, and foundations and contribute to thousands of open-source communities. By using open-source technologies on Azure, you can run applications your way while optimizing your investments.
Pulling changes into your own container registry allows you to run tests against public modules while ensuring that they aren’t used in production until quality and security practices are incorporated. Modularizing the
API Gateway creates the facade for customer APIs/services (the monolith and the new microservices) deployed in the on-premises environment as well as the ones migrated to AWS. AWS Direct Connect, along with API
Fargate runs Python programs to read the messages on Amazon MQ and uses PYX12 packages to convert the JSON messages to EDI file formats, depending on the type of transactions. 3. AWS Fargate on
Application servers receive the input in the compute clusters and share application state and data by using Azure Cache for Redis or Remote Direct Memory Access (RDMA). This architecture uses drivers that
Our latest Live Migration features aim to provide a more straightforward, more efficient, and proven way to migrate data from HBase to Bigtable with minimal downtime. The HBase Bigtable Replication Library, which
Use AWS security services to detect threats and misconfigurations With AWS Security Hub, our analysts can seamlessly prioritize findings from GuardDuty, Macie, Amazon Inspector, and many other AWS services.
Some third-party solutions connect a storage drive to the mainframe and help transfer data to Azure. The Microsoft Mainframe JCL to Azure Blob using Java custom solution moves data between the mainframe system