Deploying SUSE SAP HA Automation

Maintaining a competitive advantage often depends on how quickly you can deliver new services. SAP applications are designed to help companies analyze data to anticipate new requirements and rapidly ...

Maintainers Spotlight

We hear about open source projects every day, but we rarely hear from the people who maintain them. Maintaining an open source project is a full-time, often thankless, job. The Maintainers Spotlight ...

Scikit-learn model inference with ONNX Runtime

Scikit-learn is one of the most useful libraries for general machine learning in Python. To minimize the cost of deployment and avoid discrepancies, deploying scikit-learn models to production ...

Kubernetes Clusters

Managing Kubernetes clusters at scale across a variety of infrastructures is—well—even harder. The Kubernetes community project Cluster API (CAPI) enables users to manage fleets of clusters across ...

Filebeat and Elastic Observability

The ability to access the internal state of your application ecosystem is critical to optimizing your applications and the experience of your users. Elastic Cloud on Microsoft Azure gives you access ...

How to optimize Azure Machine Learning

Over the last few years IoT devices, machine learning (ML), and artificial intelligence (AI) have become very popular and now a lot of companies are moving forward to use them in production. All ...

Deploying Elastic Cloud

From startups to the global 2000, Elastic powers search solutions for thousands of companies worldwide to find documents, monitor infrastructure, protect against security threats, and more. With ...

ONNX Runtime

ONNX Runtime is an open source project that is designed to accelerate machine learning across a wide range of frameworks, operating systems, and hardware platforms. Today, we are excited to announce ...

Java EE

The Java on Microsoft Azure team has been strengthening its commitment and outreach to Java EE users. This effort includes additional technical guidance, tools, scripts, workshops, and more to better ...

Akri, edge with Kubernetes

One of the hallmarks of “the edge” in computing is the array of sensors, controllers, and microcontroller unit (MCU) class devices that produce data and perform actions. For Kubernetes to be a ...

What is Hummingbird?

With the growing trend towards deep learning techniques in AI, there are many investments in accelerating neural network models using GPUs and other specialized hardware. However, many models used in ...

Generative Adversarial Networks (GANs)

Generative Adversarial Networks (GANs) are deep learning architectures that generate high quality synthetic images of people, animals or objects around us. These networks have enabled us to ...

CloudSkew is a free online diagram editor that helps you draw cloud architecture diagrams. CloudSkew diagrams can be securely saved to the cloud and icons for AWS, Microsoft Azure, Google Cloud ...

Ischemic Ulcers

Ischemic ulcers are a serious medical condition that occurs when there isn't enough blood flow to a particular part of your body, usually in the extremities like the legs and feet. These ulcers can ...

What a Baseline Configuration Is and How to Prevent Configuration Drift

Configuration drift seems inevitable — the gradual but unintentional divergence of a system’s actual configuration settings from its secure baseline configuration. Proper configuration of your ...

Reducing the Impact of Third-Party Code: A Comprehensive Guide

The advent of third-party libraries and services has been both a blessing and a curse for developers. While they can dramatically speed up development time and add complex functionalities with little ...