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Adding RoBERTa NLP to the ONNX model zoo for natural language predictions 

In summer 2019, I worked as a high school intern for the ONNX AI team at Microsoft and loved working on various projects with the team, including the BERT text classification model. However, due to Covid-19, the Microsoft Internship Program for high school students was canceled in the summer of 2020. This led two other...Read more

Cloudera Data Platform’s integration with Azure delivers enterprise security and governance 

Modern analytics and the resulting business insights unlock new opportunities to optimize company performance and open new revenue streams. Since these initiatives also heighten the need for greater security and governance of company data, Identity and Access Management (IAM) needs to be a foundational component of any corporate security plan that covers company data. Critical...Read more

How to optimize Azure Machine Learning for IoT production usage 

Introduction 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 cloud providers, including Microsoft Azure, provide services on how to deploy developed ML algorithms to edge devices. The main concern of...Read more

How to deploy Elastic Cloud on Microsoft Azure 

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 Elastic Cloud managed services on Azure, you have the power of Elastic Enterprise Search, Elastic Observability, and Elastic Security. You can quickly and easily deploy as a managed...Read more

CloudSkew makes it easy to sketch cloud architecture diagrams 

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 Platform, Kubernetes, Alibaba Cloud, Oracle Cloud (OCI), and more are included. CloudSkew is currently in public preview and the full list of features and...Read more

Securing Open Liberty applications with Azure Active Directory via OpenID Connect 

Long gone are the days when you had to create your own user account management, authentication, and authorization for your web delivered software. Instead, contemporary applications leverage these functions (Identity and Access Management or IAM for short) from an external provider. As a full-featured Java application runtime, Open Liberty has great options for externally provided IAM....Read more

Helm, the package manager for Kubernetes, now a CNCF graduated project 

Yesterday, Helm became a graduated project in the Cloud Native Computing Foundation (CNCF), joining a select group of projects that the CNCF recognizes for achieving majority adoption by the cloud-native community. I want to extend congratulations and thanks both to the creators of Helm, as well as to the broader Helm community that has supported,...Read more

How Distributed Application Runtime (Dapr) has grown since its announcement 

Since the October 2019 announcement of the Distributed Application Runtime (Dapr), we have seen a tremendous response and the emergence of an engaged Dapr community. Over the past six months, more than 120 contributors have jumped on board and participated in the effort to build and extend Dapr through the GitHub repos – opening issues,...Read more

DevSecOps in Kubernetes 

Traditional security processes can often become a roadblock when delivering software via DevOps processes at the rate that today’s business world demands. Today, security is not just the responsibility of the security teams—it is a shared responsibility among all the teams in the applications lifecycle. This integration is known as DevSecOps. DevSecOps is not about...Read more

Demystifying containers, Docker, and Kubernetes 

Modern application infrastructure is being transformed by containers. The question is: How do you get started? Understanding what problems containers, Docker, and Kubernetes solve is essential if you want to build modern cloud-native apps or if you want to modernize your existing legacy applications. In this post, we’ll go through what they are and how...Read more

Migrating to HashiCorp Terraform 0.12 on Microsoft Azure 

With the release of Terraform 0.12, we can improve the configuration of our infrastructure resources that are using the Azure Terraform Resource Provider. In this post, we will discuss how we can use Terraform 0.12 to organize, configure, and deploy resources to Azure. What is Terraform 0.12? Terraform is an open source tool that uses...Read more

Run, operate, and scale modern applications with Redis Enterprise on Microsoft Azure 

Today, we rely on our everyday services to be delivered digitally and expect the experience to be instant. In order for customer-facing applications to respond to users in 100ms, you need a high-performance database capable of handling a variety of application scenarios at the lowest complexity and cost, with uncompromising performance. Redis is the world’s...Read more