Today we’re announcing Amazon SageMaker Components for Kubeflow Pipelines. This post shows how to build your first Kubeflow pipeline with Amazon SageMaker components using the Kubeflow Pipelines SDK. Kubeflow is a popular open-source machine learning (ML) toolkit for Kubernetes users who want to build custom ML pipelines. Kubeflow Pipelines is an Read more…
How quickly you respond to security incidents is key to minimizing their impacts. Automating incident response helps you scale your capabilities, rapidly reduce the scope of compromised resources, and reduce repetitive work by security teams. But when you use automation, you also must manage exceptions to standard response procedures. In Read more…
This guest post presents patterns for accessing an Amazon Managed Streaming for Apache Kafka cluster across your AWS account or Amazon Virtual Private Cloud (Amazon VPC) boundaries using AWS PrivateLink. In addition, the post discusses the pattern that the Transaction Banking team at Goldman Sachs (TxB) chose for their cross-account Read more…
The world is becoming smaller as many businesses and organizations expand globally. As businesses expand their reach to wider audiences across different linguistic groups, their need for interoperability with multiple languages increases exponentially. Most of the industry work is manual, slow, and expensive human effort, with many industry verticals struggling Read more…
With IBM announcing Netezza reaching end-of-life, you’re faced with the prospect of having to migrate your data and workloads off your analytics appliance. For some, this presents an opportunity to transition to the cloud. Enter Amazon Redshift. Amazon Redshift is a cloud-native data warehouse platform built to handle workloads at Read more…
Nowadays, Macs are part of the work-from-home workforce during the COVID-19 pandemic. If you’ve brought a Mac from the office to home, it’s likely your IT department has already set it up to meet your company’s security policies. But what if you’re enlisting a Mac already at home to do Read more…
Editor’s note: This is the second post in a series about SaaS strategies. Read Part 1 >> By Gary Stafford, Partner Solutions Architect at AWS You’re a software vendor selling a Software-as-a-Service (SaaS) product hosted on the cloud. As part of your solution, the SaaS product needs to interact with Read more…
Cloud computing has revolutionized the IT world, making it easier for companies to deploy infrastructure and applications and deliver their services to the public. The idea of not spending millions of dollars on equipment and facilities to host an on-premises data center is a very attractive prospect to many. And Read more…
This post discusses the benefits of and how to build an AWS CI/CD pipeline in AWS CodePipeline for multi-region deployment. The CI/CD pipeline triggers on application code changes pushed to your AWS CodeCommit repository. This automatically feeds into AWS CodeBuild for static and security analysis of the CloudFormation template. Another Read more…
Scalability is the primary and most critical demand of enterprises in the present times. Technology is focusing more on distributed and virtual resources as compared to traditional on-premises systems. In addition, new domains such as DevOps is changing the conventional ways of operation of development and operations teams. If you Read more…