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• What is AIOps (artificial intelligence for IT operations)?

  Artificial intelligence for IT operations (AIOps) is an umbrella term for the use of big data analytics, machine learning (ML) and other AI technologies to automate and enhance IT operations. Continue Reading

• What is change failure rate (CFR)?

  Change failure rate is a software development performance metric that measures the percentage of software deliveries that required remediation after release to production. Continue Reading

• CI/CD pipeline security: Know the risks and best practices

  Rapid release cycles need not compromise the security of an application and supporting infrastructure. Follow these guidelines to ensure security throughout the CI/CD pipeline. Continue Reading

• What are ModelOps (model operations) analytics models?

  ModelOps (model operations) is a holistic approach to building analytics models that can quickly progress from the lab to production. Continue Reading

• Getting started with Argo CD on Kubernetes

  Argo CD can make managing Kubernetes clusters simpler and more efficient. Learn how to install Argo CD and set up an application to get started. Continue Reading

• Definitions to Get Started

  • What is AIOps (artificial intelligence for IT operations)?
  • What is change failure rate (CFR)?
  • What are ModelOps (model operations) analytics models?
  • What is LXD (Linux container hypervisor)?

  • What is a service mesh?
  • GitHub
  • Type 2 hypervisor (hosted hypervisor)
  • Virtual Machine Management Service

  View All Definitions

• Building an infrastructure-as-code pipeline in the cloud

  There are key stages to manage infrastructure as code, from source control to deployment. Here's how these functions can be accomplished through cloud services.Continue Reading

• What is LXD (Linux container hypervisor)?

  LXD, pronounced 'lex-dee,' is a unified platform for managing system containers and virtual machines (VMs).Continue Reading

• How to deploy a LAMP stack

  Examine the components and deployment options of a LAMP stack, which provides web hosting, database and scripting platforms that are found in many data centers.Continue Reading

• What is a service mesh?

  A service mesh is a dedicated infrastructure layer that controls service-to-service communication within a distributed application.Continue Reading

• How to use Linux package managers

  There are many different package managers for Linux distributions. Linux admins should know what to expect from these distributions and how to tackle software maintenance.Continue Reading

• Deploy Azure landing zones using Terraform

  Azure landing zones are well-managed environments that provide a way to run workloads. Deploying them using Terraform lets users build a solid foundation.Continue Reading

• Dive into Terraform basics with this tutorial

  Terraform can save you time and headaches when deploying servers with cloud providers. Get up to speed on Terraform basics in this tutorial.Continue Reading

• Understand the k-means clustering algorithm with examples

  The k-means clustering algorithm groups similar objects or data points into clusters. This approach is popular for multivariate numeric data.Continue Reading

• Deploy a Redis Cluster on Kubernetes

  Redis is a powerful platform with many use cases. Follow this tutorial to run Redis on Kubernetes to simplify deployments and increase reliability and performance.Continue Reading

• GitHub

  GitHub is a web-based version control and collaboration platform for software developers.Continue Reading

• Type 2 hypervisor (hosted hypervisor)

  A Type 2 hypervisor is a virtual machine (VM) manager that is installed as a software application on an existing operating system (OS).Continue Reading

• Virtual Machine Management Service

  The Virtual Machine Management service, also known as VMMS or vmms.exe, is the main module in the Microsoft Windows operating system for controlling the virtual machines (VMs) on a Hyper-V server.Continue Reading

• How to use regex in PowerShell

  A regular expression is a series of characters that determine a matching pattern in text to find or replace input validation. Walk through a regex example in PowerShell.Continue Reading

• IT incident management

  IT incident management is a component of IT service management (ITSM) that aims to rapidly restore services to normal following an incident while minimizing adverse effects on the business.Continue Reading

• virtualization

  Virtualization is the creation of a virtual version of an actual piece of technology, such as an operating system (OS), a server, a storage device or a network resource.Continue Reading

• bare-metal hypervisor (Type 1 hypervisor)

  A bare-metal hypervisor, also known as a Type 1 hypervisor, is virtualization software that has been installed directly onto the computing hardware.Continue Reading

• Master these 5 common Kubernetes troubleshooting tasks

  Not enough nodes? Have some noisy neighbors? Plenty of things can cause containers to underperform. Here's how to chase down and resolve three common Kubernetes problems.Continue Reading

• Zabbix

  Zabbix is an open source monitoring software tool for diverse IT components, including networks, servers, virtual machines (VMs) and cloud services.Continue Reading

• Secure Kubernetes with this Kubescape tutorial

  Kubescape can help discover misconfigurations in a Kubernetes cluster by scanning various resource types. Learn how to use the platform to scan clusters.Continue Reading

• Red Hat Summit 2024 news and conference guide

  Use this Red Hat Summit conference guide to stay up to date on current trends, emerging technologies and information from keynote speakers and industry experts.Continue Reading

• Docker image

  A Docker image is a file used to execute code in a Docker container.Continue Reading

• host virtual machine (host VM)

  A host virtual machine is the server component of a virtual machine the underlying hardware that provides computing resources to support a particular guest VM.Continue Reading

• IT operations (IT ops)

  The term IT operations (IT ops) describes the many processes and services an IT department manages and maintains within an organization.Continue Reading

• Compare Nutanix AHV vs. VMware ESXi in the hypervisor battle

  Though Nutanix AHV and VMware ESXi offer similar feature sets, admins' decisions will depend on several factors, such as virtualization needs and workload size.Continue Reading

• Learn how New Relic works and when to use it for IT monitoring

  New Relic is one of many tools that can help an IT team track application performance and health. Before adoption, understand primary use cases and SaaS installation requirements.Continue Reading

• How to respond to 4 common IT alerts

  IT alerts can announce server failures, congested networks and more. When they pop up, administrators need to act. Take steps to look for the source of trouble.Continue Reading

• Containers vs. VMs: What are the key differences?

  Containers are a valuable option for deploying applications, but they have limitations and operate differently than VMs.Continue Reading

• Xen vs. KVM: What are the differences?

  Admins often evaluate Xen and KVM as open source options. The main factors to consider in a primary hypervisor are organizational infrastructure and cloud adoption interests.Continue Reading

• paravirtualization

  Paravirtualization is a type of hardware virtualization that enables the guest operating system (OS) in a virtual machine (VM) to access the hypervisor directly, rather than indirectly through a complex abstraction layer, as is the case with ...Continue Reading

• continuous delivery (CD)

  Continuous delivery (CD) is an approach for software delivery in which development teams produce and test code in short but continuous cycles to improve software quality.Continue Reading

• Server consolidation benefits, types and considerations

  Server consolidation enables admins to boost server utilization and decrease power consumption, which can also reduce costs and improve performance.Continue Reading

• Learn how to use GitLab tutorial for beginners

  GitLab is a complete CI/CD platform. But to really understand GitLab, you must also understand its namesake Git. This Git and GitLab tutorial will get you up to speed on both.Continue Reading

• Full virtualization vs. paravirtualization: Key differences

  Full virtualization and paravirtualization both enable hardware resource abstraction, but the two technologies differ when it comes to isolation levels.Continue Reading

• IT service delivery

  IT service delivery is the way a corporation provides users access to IT services, such as applications, data storage and other business resources. IT service delivery covers design, development, deployment, operation and retirement.Continue Reading

• What's the difference between Type 1 vs. Type 2 hypervisor?

  Choosing between the two hypervisor types largely depends on whether IT administrators oversee an enterprise data center or client-facing, end-user systems.Continue Reading

• declarative programming

  Declarative programming is a method to abstract the control flow for logic required for software to perform an action. Instead, it involves stating what the task or desired outcome is.Continue Reading

• application containerization (app containerization)

  Application containerization is a virtualization technology that works at the operating system (OS) level. It is used for deploying and running distributed applications in their own isolated environments, without the use of virtual machines (VMs).Continue Reading

• How to effectively use DORA metrics in DevOps

  DORA metrics can help organizations standardize their DevOps approach. Explore the DORA framework's benefits and limitations and how to evaluate performance against its metrics.Continue Reading

• containers as a service (CaaS)

  Containers as a service (CaaS) is a cloud-based service that provides a secure environment for running containerized applications.Continue Reading

• hypervisor

  A hypervisor is software that facilitates running multiple virtual machines (VMs) with their own operating systems on a single computer host's hardware.Continue Reading

• on-demand computing (ODC)

  On-demand computing (ODC) is a delivery model in which computing resources are made available to the user as needed.Continue Reading

• ServiceNow

  ServiceNow is a software company that provides a cloud-based, AI-driven platform for automating multiple management workflows in enterprises. The company specializes in IT service management, IT operations management and IT business management.Continue Reading

• guest operating system (guest OS)

  A guest operating system is the operating system installed on either a virtual machine (VM) or partitioned disk. It is usually different from the host operating system.Continue Reading

• An IT ops guide to CMDB automation

  Automating repetitive tasks like software upgrades, lifecycle management and incident reports with a configuration management database can improve IT efficiency and reduce risk.Continue Reading

• Secure your machine learning models with these MLSecOps tips

  By following MLSecOps best practices, companies can introduce AI and machine learning into development pipelines and processes without adding unmitigated security concerns, too.Continue Reading

• Do-While vs. Do-Until in PowerShell: What's the difference?

  PowerShell scripts have several loop options to make automation easy. Learn the difference between Do-While and Do-Until loops and choose which one works best for you.Continue Reading

• How to create and deploy AWS Lambda functions with Terraform

  Deploying AWS Lambda functions with Terraform can save time and reduce risk. In this video tutorial, learn the proper deployment steps.Continue Reading

• Docker Swarm

  Docker Swarm is a container orchestration tool for clustering and scheduling Docker containers.Continue Reading

• From distributed to true edge: 4 edge computing examples

  The optimal applications for edge computing remain in contention as the technology evolves. These examples highlight a shift from distributed computing to true edge environments.Continue Reading

• DevOps engineer

  A DevOps engineer is an IT professional who works with software developers, systems operators and other production IT staff to oversee code releases and deployments.Continue Reading

• infrastructure as code (IaC)

  Infrastructure as code, also referred to as IaC, is an IT practice that codifies and manages underlying IT infrastructure as software.Continue Reading

• ZeroOps

  ZeroOps is when developers spend zero time working with infrastructure and operations, instead spending all their time and creative energy on software product development.Continue Reading

• Microsoft Hyper-V vs. VMware vSphere: Feature comparison

  Hyper-V and VMware are in a perpetual battle for supremacy in the virtualization market. Although the hypervisors have similar features, they differ on some key capabilities.Continue Reading

• Top AI tools for DevOps teams to consider

  The DevOps toolchain is at an inflection point as enterprises seek to improve collaboration, productivity, efficiency and security across their DevOps lifecycle using AI.Continue Reading

• Deploy OpenTelemetry to improve Kubernetes observability

  Deploying OpenTelemetry on Kubernetes can give teams a leg up in observability monitoring. It only takes a few simple steps to get the tool up and running.Continue Reading

• Kubernetes

  Kubernetes, also referred to as K8s for the number of letters between K and S, is an open source platform used to manage containerized applications across private, public and hybrid cloud environments.Continue Reading

• SRE vs. DevOps: What's the difference?

  The lines between site reliability engineering and DevOps aren't always clear. Building a harmonious relationship between the teams starts with understanding their distinct roles.Continue Reading

• service virtualization

  Service virtualization is the process of creating replicas of systems that new applications depend on to test how well the application and systems integrate.Continue Reading

• An IT ops guide to Kubernetes Job vs. CronJob

  Jobs and CronJobs both execute tasks in Kubernetes. Their key difference comes down to frequency, and matching a task with the wrong Job type can lead to unsuccessful execution.Continue Reading

• platform engineering

  Platform engineering is a specialized discipline within software development that focuses on designing, building, maintaining and improving the toolchains and workflows software developers use.Continue Reading

• WebAssembly vs. Kubernetes: Understand the relationship

  WebAssembly provides an avenue for the creation of highly portable web applications. Pairing Wasm with Kubernetes can make that process easier to orchestrate and manage.Continue Reading

• platform

  In IT, a platform is any hardware or software used to host an application or service.Continue Reading

• Set up a Terraform S3 backend with this video tutorial

  Storing your state files remotely makes for more stable infrastructure. Watch this video tutorial to learn how to build a Terraform AWS S3 backend to properly secure state files.Continue Reading

• Cloud Native Computing Foundation (CNCF)

  The Cloud Native Computing Foundation (CNCF) is an open source software foundation that promotes the adoption of cloud-native computing.Continue Reading

• site reliability engineering (SRE)

  Site reliability engineering (SRE) is the application of scripting and automation to IT operations tasks such as maintenance and support.Continue Reading

• Automate IT operations with VMware and Ansible

  When paired with VMware, Ansible software can help automate IT tasks. Learn the steps to install Ansible and how to set up a virtual machine through vCenter.Continue Reading

• How AI affects low-code/no-code for DevOps

  Low-code and no-code tools expand the DevOps community in an organization and -- when coupled with AI -- can enhance the effectiveness of their workflows and products.Continue Reading

• A guide to the key stages of AIOps

  The key stages that make up AIOps all play an important role in achieving desired results. Successful adoption hinges on a team's ability to master them.Continue Reading

• Docker

  Docker is an open source software platform used to create, deploy and manage virtualized application containers on a common operating system (OS), with an ecosystem of allied tools.Continue Reading

• 10 common platform engineering interview questions

  Platform engineering is gaining popularity across software enterprises. Job candidates can practice answering these 10 common questions to prepare for their interviews.Continue Reading

• Managing open source components in the software supply chain

  Software supply chain attacks are becoming increasingly common. There is no single measure that can stop attacks, but implementing security precautions can reduce risk.Continue Reading

• How to run ML workloads with Apache Spark on Kubernetes

  IT staff looking for ways to maintain ML workloads with ease are increasingly turning to Apache Spark. Follow these simple steps to set up a Spark cluster on Kubernetes.Continue Reading

• How to kickstart a proof-of-concept IT project

  Like any IT initiative, operations staff need a clear vision for a proof-of-concept project. From the justification to reporting stages, knowing the steps can bolster PoC success.Continue Reading

• Terraform

  HashiCorp Terraform is an infrastructure as code (IaC) software tool that allows DevOps teams to automate infrastructure provisioning using reusable, shareable, human-readable configuration files.Continue Reading

• How to roll back Git code to a previous commit

  Git reset and git revert can be lifesavers for developers. Follow these examples to see which command makes the most sense when mistakes arise during development.Continue Reading

• shift-left testing

  Shift-left testing is a software testing approach in which the code is tested in the earlier stages of the software development lifecycle (SDLC).Continue Reading

• policy engine

  A policy engine is a software component that allows an organization to create, monitor and enforce rules about how network resources and the organization's data can be accessed.Continue Reading

• containers (container-based virtualization or containerization)

  Containers are a type of software that can virtually package and isolate applications for deployment.Continue Reading

• Decide when and how to adopt an MLOps framework

  Unsure where to start when it comes to standardizing your organization's machine learning processes? Explore key considerations and practical tips for adopting an MLOps framework.Continue Reading

• server hardware degradation

  Server hardware degradation is the gradual breakdown of the physical parts of a server.Continue Reading

• Linkerd

  Linkerd is an open source network proxy installed as a service mesh for Kubernetes.Continue Reading

• Nagios

  Nagios is an open source IT system monitoring tool.Continue Reading

• Automate workflows by running PowerShell in GitHub Actions

  By running PowerShell scripts in GitHub Actions workflows, admins can automate common DevOps and IT management tasks. Get started with these hands-on examples.Continue Reading

• Alpine Linux

  Alpine Linux is a small, security-oriented, lightweight Linux distribution based on the musl C standard library and BusyBox utilities instead of GNU.Continue Reading

• WebAssembly

  WebAssembly (Wasm) is a binary instruction format for compiling and executing code in a client-side web browser.Continue Reading

• VM BIOS (virtual machine basic input/output system)

  A VM BIOS (virtual machine basic input/output system) is the set of instructions that controls the booting process of a VM.Continue Reading

• Knative

  Knative is an open source project based on the Kubernetes platform for building, deploying and managing serverless workloads that can run in the cloud, on premises or in a third-party data center.Continue Reading

• Install Calico for Kubernetes in this video walkthrough

  In this video tutorial and demo, a DevOps engineer explains how to manage network traffic in Kubernetes clusters with Calico, a Container Network Interface plugin.Continue Reading

• storage pool

  A storage pool is capacity aggregated from disparate physical storage resources in a shared storage environment.Continue Reading

• Kubernetes networking 101: Best practices and challenges

  Before jumping into the landscape of CNI plugins for Kubernetes, it's important to understand the basic elements of Kubernetes networking. Follow this guide to get started.Continue Reading

• Manage multiple environments with Terraform workspaces

  Terraform workspaces let DevOps teams manage configurations for different environments in a centralized way. Get started with workspaces through hands-on examples in this tutorial.Continue Reading

• Docker Engine

  Docker Engine is the underlying client-server technology that supports the tasks and workflows involved in building, shipping and running containerized applications using Docker's components and services.Continue Reading

• continual service improvement

  Continual service improvement (CSI) is a method to identify and execute opportunities to improve IT processes and services, and to objectively measure the effects of these efforts over time.Continue Reading

• mean time to detect (MTTD)

  Mean time to detect (MTTD) is a measure of how long a problem exists in an IT deployment before the appropriate parties become aware of it.Continue Reading

• Ansible playbook

  An Ansible playbook is an organized unit of scripts that defines the tasks involved in managing a system configuration using the automation tool Ansible.Continue Reading