Data pipelines are in high demand in today’s data-driven organizations. As critical elements in supplying trusted, curated, and usable data for end-to-end analytic and machine learning workflows, the role of data pipelines is becoming indispensable. To keep up, data pipelines are being vigorously reshaped with modern tools and techniques.
Apache Ozone is a distributed object store built on top of Hadoop Distributed Data Store service. It can manage billions of small and large files that are difficult to handle by other distributed file systems. As an important part of achieving better scalability, Ozone separates the metadata management among different services: Ozone Manager (OM) service manages the metadata of the namespace such as volume, bucket and keys.
Apache JMeter is a Java-based, open source testing tool, which can help you create and run functional and load tests for Websites, APIs (REST and SOAP) and other web services. Let me show you my personal configuration and how I start and configure JMeter for a faster and better use on my local machine.
APIOps is the complete end-to-end automation of the API lifecycle, combining DevOps and GitOps. With APIOps, you can enhance your productivity through the reuse of APIs. In this tutorial, we’ll walk you through how to:
Docker containers have revolutionized the cloud industry. While Docker containers already present remarkable benefits and plus-points over other virtualization methods, there are significant performance gains that developers can further squeeze out of Docker to get the most out of the technology. This guide will cover different methods of optimizing Docker performance and answer some frequently asked questions about the technology.
For the last several years, GitLab has run a major survey about the trends facing the DevSecOps community. This year over 4,000 people responded to the survey, 40% who identified as a Software Developer / Software Engineer. Also about half the survey participants are based in Asia, a major region for Software Developers. One of the biggest trends you will find throughout the survey is how much developers value speed and efficiency.