Alternatives to azk

Google Cloud is an online service that lets you create everything from simple websites to complex apps for businesses of any size. Customers who are new to the system will receive $300 in credits for testing, deploying, and running workloads. Customers can use up to 25+ products free of charge. Use Google's core data analytics and machine learning. All enterprises can use it. It is secure and fully featured. Use big data to build better products and find answers faster. You can grow from prototypes to production and even to planet-scale without worrying about reliability, capacity or performance. Virtual machines with proven performance/price advantages, to a fully-managed app development platform. High performance, scalable, resilient object storage and databases. Google's private fibre network offers the latest software-defined networking solutions. Fully managed data warehousing and data exploration, Hadoop/Spark and messaging.

You can use your favorite debugging software to locally troubleshoot your Kubernetes services. Telepresence, an open-source tool, allows you to run one service locally and connect it to a remote Kubernetes cluster. Telepresence was initially developed by Ambassador Labs, which creates open-source development tools for Kubernetes such as Ambassador and Forge. We welcome all contributions from the community. You can help us by submitting an issue, pull request or reporting a bug. Join our active Slack group to ask questions or inquire about paid support plans. Telepresence is currently under active development. Register to receive updates and announcements. You can quickly debug locally without waiting for a container to be built/push/deployed. Ability to use their favorite local tools such as debugger, IDE, etc. Ability to run large-scale programs that aren't possible locally.

Portainer Business makes managing containers easy. It is designed to be deployed from the data centre to the edge and works with Docker, Swarm and Kubernetes. It is trusted by more than 500K users. With its super-simple GUI and its comprehensive Kube-compatible API, Portainer Business makes it easy for anyone to deploy and manage container-based applications, triage container-related issues, set up automate Git-based workflows and build CaaS environments that end users love to use. Portainer Business works with all K8s distros and can be deployed on prem and/or in the cloud. It is designed to be used in team environments where there are multiple users and multiple clusters. The product incorporates a range of security features - including RBAC, OAuth integration and logging, which makes it suitable for use in large, complex production environments. For platform managers responsible for delivering a self-service CaaS environment, Portainer includes a suite of features that help control what users can / can't do and significantly reduces the risks associated with running containers in prod. Portainer Business is fully supported and includes a comprehensive onboarding experience that ensures you get up and running.

Kasm Workspaces streams your workplace environment directly to your web browser…on any device and from any location. Kasm is revolutionizing the way businesses deliver digital workspaces. We use our open-source web native container streaming technology to create a modern devops delivery of Desktop as a Service, application streaming, and browser isolation. Kasm is more than a service. It is a platform that is highly configurable and has a robust API that can be customized to your needs at any scale. Workspaces can be deployed wherever the work is. It can be deployed on-premise (including Air-Gapped Networks), in the cloud (Public and Private), or in a hybrid.

Ambassador Edge Stack, a Kubernetes-native API Gateway, provides simplicity, security, and scalability for some of the largest Kubernetes infrastructures in the world. Ambassador Edge Stack makes it easy to secure microservices with a complete set of security functionality including automatic TLS, authentication and rate limiting. WAF integration is also available. Fine-grained access control is also possible. The API Gateway is a Kubernetes-based ingress controller that supports a wide range of protocols, including gRPC, gRPC Web, TLS termination, and traffic management controls to ensure resource availability.

Amazon Elastic Container Service (Amazon ECS), is a fully managed container orchestration and management service. ECS is used by customers such as Duolingo and Samsung, GE and Cook Pad to run their most sensitive and critical mission-critical applications. It offers security, reliability and scalability. ECS is a great way to run containers for a variety of reasons. AWS Fargate is serverless compute for containers. You can also run ECS clusters with Fargate. Fargate eliminates the need for provisioning and managing servers. It allows you to specify and pay per application for resources and improves security by application isolation by design. ECS is also used extensively in Amazon to power services like Amazon SageMaker and AWS Batch. It is also used by Amazon.com's recommendation engines. ECS is extensively tested for reliability, security, and availability.

Bacula Enterprise offers a single platform that provides cloud backup and recovery software for the Modern Data Center. Bacula Enterprise backup & recovery software is ideal for medium and large businesses. It offers unique innovation, modern architecture and business value benefits, as well as low cost of ownership. Bacula Enterprise corporate backup software solution uses unique technologies that increase the interoperability of Bacula Enterprise into many IT environments, such as managed service providers, software vendors, cloud providers, enterprise data centers, and cloud providers. Bacula Enterprise is used by thousands of organizations around the world in mission-critical environments such as NASA, Texas A&M University and Unicredit. Bacula offers more security features than other vendors and advanced hybrid Cloud connectivity to Amazon S3, Google, Oracle, and many others.

Amazon Elastic Kubernetes Service is a fully managed Kubernetes services. EKS is trusted by customers such as Intel, Snap and Intuit. It also supports GoDaddy and Autodesk's mission-critical applications. EKS is reliable, secure, and scaleable. EKS is the best place for Kubernetes because of several reasons. AWS Fargate is serverless compute for containers that you can use to run your EKS clusters. Fargate eliminates the need for provisioning and managing servers. It allows you to specify and pay per application for resources and improves security by application isolation by design. EKS is also integrated with AWS Identity and Access Management, AWS CloudWatch, Auto Scaling Groups and AWS Identity and Access Management, IAM, and Amazon Virtual Private Cloud (VPC), allowing you to seamlessly monitor, scale, and load balance your applications.

Fully managed compute platform to deploy and scale containerized applications securely and quickly. You can write code in your favorite languages, including Go, Python, Java Ruby, Node.js and other languages. For a simple developer experience, we abstract away all infrastructure management. It is built upon the open standard Knative which allows for portability of your applications. You can write code the way you want by deploying any container that listens to events or requests. You can create applications in your preferred language with your favorite dependencies, tools, and deploy them within seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously--depending on traffic. Cloud Run only charges for the resources you use. Cloud Run makes app development and deployment easier and more efficient. Cloud Run is fully integrated with Cloud Code and Cloud Build, Cloud Monitoring and Cloud Logging to provide a better developer experience.

Kubernetes (K8s), an open-source software that automates deployment, scaling and management of containerized apps, is available as an open-source project. It organizes containers that make up an app into logical units, which makes it easy to manage and discover. Kubernetes is based on 15 years of Google's experience in running production workloads. It also incorporates best-of-breed practices and ideas from the community. Kubernetes is built on the same principles that allow Google to run billions upon billions of containers per week. It can scale without increasing your operations team. Kubernetes flexibility allows you to deliver applications consistently and efficiently, no matter how complex they are, whether you're testing locally or working in a global enterprise. Kubernetes is an open-source project that allows you to use hybrid, on-premises, and public cloud infrastructures. This allows you to move workloads where they are most important.

Kubernetes is the platform for big ideas. The leading enterprise container platform, hybrid cloud, empowers developers to innovate faster and ship more products. Red Hat OpenShift automates installation, upgrades, lifecycle management, and lifecycle management for the entire container stack, including Kubernetes, cluster services, and applications. It can be used on any cloud. Red Hat OpenShift allows teams to build with speed, agility and confidence. You can code in production mode wherever you choose to build. Do the important work. Red Hat OpenShift focuses on security at all levels of the container stack as well as throughout the application lifecycle. It includes enterprise support from one the most prominent Kubernetes contributors as well as open source software companies.

Your applications, any cloud, any container, anywhere. Apache Brooklyn is software to manage cloud applications. It can be used to: Blueprints of your application are stored in version control. Components are configured and integrated across multiple machines automatically. You can also use it to monitor key application metrics, scale to meet demand, restart and replace failing components. You can view and modify the web console, or automate using REST API.

Advanced apps can be run on a managed Kubernetes service that is secured and managed. GKE is an enterprise-grade platform that allows containerized applications to run, including stateful and non-stateful, Linux and Windows, AI and ML and complex web apps. It also supports APIs and backend services. You can leverage industry-first features such as four-way auto scaling and no stress management. Optimize GPU/TPU provisioning, make use of integrated developer tools, and get multicluster support from SREs. Single-click clusters allow you to quickly get started. You can leverage a high-availability control plan that includes multi-zonal clusters and regional clusters. Reduce operational overhead by using auto-repair, automatic-upgrade, or release channels. Secure by default, with vulnerability scanning of container images as well as data encryption. Integrated Cloud Monitoring with infrastructure, application and Kubernetes specific views. You can speed up app development without compromising security.

Mesos is built on the same principles as Linux, but at a higher level of abstraction. The Mesos kernel runs at every machine. It provides applications (e.g. Hadoop, Spark Kafka, Elasticsearch, Kafka) with API's that allow for resource management and scheduling across all datacenters and cloud environments. Native support for Docker and AppC images launching containers. Support for legacy and cloud native applications running in the same cluster using pluggable scheduling policies.

Mirantis Kubernetes Engine (formerly Docker Enterprise) gives you the power to build, run, and scale cloud native applications—the way that works for you. Increase developer efficiency and release frequency while reducing cost. Deploy Kubernetes and Swarm clusters out of the box and manage them via API, CLI, or web interface. Kubernetes, Swarm, or both Different apps—and different teams—have different container orchestration needs. Use Kubernetes, Swarm, or both depending on your specific requirements. Simplified cluster management Get up and running right out of the box—then manage clusters easily and apply updates with zero downtime using a simple web UI, CLI, or API. Integrated role-based access control (RBAC) Fine-grained security access control across your platform ensures effective separation of duties, and helps drive a security strategy built on the principle of least privilege. Identity management Easily integrate with your existing identity management solution and enable two-factor authentication to provide peace of mind that only authorized users are accessing your platform. Mirantis Kubernetes Engine works with Mirantis Container Runtime and Mirantis Secure Registry to provide security compliance.

A Docker deployment tool. It takes containers from a Docker registry, and runs them on a number of hosts that have the correct environment variables, host volume maps, and port mappings. It supports rolling deployments right out of the box and makes it easy for applications to be shipped to Docker servers. It is being used in our production infrastructure. Centurion uses a two-part deployment process. The build process ships a container into the registry, and Centurion moves containers from the registry to Centurion's Docker fleet. The Docker command line tools handle registry support directly, so you can use any item they support via the normal registry mechanism. Before you deploy Centurion, it is a good idea to learn how to use a registry. This code was developed openly with input from the community via PRs and issues. New Relic has an active maintainer group.

You can run containers without having to manage servers Azure Container Instances allows you to focus on the design and building of your applications, rather than managing the infrastructure. Containers on demand increase agility With one command, deploy containers to the cloud with unrivalled speed and simplicity. ACI can be used to provision additional compute for your most demanding workloads whenever you require. ACI can be used to elastically burst your Azure Kubernetes Service cluster (AKS) when traffic spikes. Secure applications with hypervisor isolation You can use virtual machines to secure your container workloads while still using lightweight containers. ACI provides hypervisor isolation to each container group so containers can run in isolation and not share a kernel.

Stakkr, a docker recompose tool, uses docker compose to create and maintain a stack services for web development. You can set up the services you need and let stakkr link them and start everything. It only works in CLI and is a great replacement for Vagrant. You're familiar with Docker. It allows you to create a complete environment with multiple services that are linked. This is either done manually or using docker-compose. Although the second option is the best, it means that you will need to modify your environment parameters, select your images, and learn the docker-compose command-line tool. It's not flexible and difficult to learn. Stakkr will assist you with a simple configuration file and a list of services (that can easily be extended by plugins). This will allow you to create a complete environment. It can also be controlled via the command line. It makes docker easy to use.

Single Tenant Public Cloud with all of the security, savings, and control of private clouds. Joyent fully manages the cloud. Joyent provides single tenant security, full operations control over your private cloud with installation, onboarding, and support. Open Source and commercial support for private cloud that is user-managed on-premises. Built to deliver VMs and containers as well as bare metal. Built to support large-scale workloads. Joyent engineers offer 360-degree support for modern architectures, including microservices and development frameworks. Triton is designed to run the largest cloud native applications in the world.

It is the only Kubernetes distribution which is simple, solid, and certified. It works on any infrastructure, including bare metal, on-premises or private clouds, edge, IoT or public clouds. It's free and open source. Zero Friction – k0s dramatically reduces the complexity involved in installing and running Kubernetes. Bootstrapping new kube clusters takes only minutes. Developer friction is zero, making it easy for anyone to get started, even if they don't have any special skills. Zero Deps: k0s comes as a single binary that has no host OS dependencies other than the kernel of the host OS. It works with any OS without additional software packages. Any security vulnerabilities or performance problems can be fixed directly within the k0s Distribution. Zero Cost - K0s is free for commercial or personal use and will always be. The source code can be found on GitHub, under Apache 2 license.

Capital One's open-source container orchestration tool, Critical Stack, makes it easy to deploy applications quickly and confidently. Critical Stack ensures the highest levels of security and governance, allowing teams to scale containerized applications even in the most challenging environments. With just a few clicks, you can view your entire environment and create new services. Spend more time developing and making decisions and less time maintaining. Dynamically adjust shared resources in your environment to optimize efficiency. Your teams should be able to configure container networking policies and controls. Accelerate the development and deployment of containerized apps. Ensure that containerized applications meet your requirements. Easily deploy containerized applications. Critical Stack enables application validation and powerful orchestration capabilities to support your most important workloads.

It is a simple and flexible task orchestrator that deploys and manages containers and non-containerized apps across on-prem as well as cloud environments. One 35MB binary that can be integrated into existing infrastructure. It is easy to use on-prem and in the cloud with minimal overhead. You can orchestrate any type of application, not just containers. First-class support for Docker and Windows, Java, VMs, VMs, and other technologies. Orchestration benefits can be added to existing services. Zero downtime deployments, increased resilience, higher resource utilization, as well as greater resilience can all be achieved without containerization. Multi-region, multicloud federation - single command Nomad is a single control plane that allows you to deploy applications worldwide to any region. One workflow to deploy to cloud or bare metal environments. Multi-cloud applications can be enabled with ease. Nomad seamlessly integrates with Terraform Consul and Vault for provisioning and service networking. Secrets management is also possible.

To speed up app development, organizations are using containerized environments. These apps still require services such as routing and SSL offload. F5 Container Ingress services makes it easy for you to deliver advanced services to your container deployments. This allows Ingress to control HTTP routing, load balancencing, application delivery performance, and security services. Container Ingress Services integrates BIG-IP solutions into native container environments such as Kubernetes and PaaS container orchestration management systems such as RedHat OpenShift. You can scale apps to meet container workloads. Security services can be enabled to protect container data. Container Ingress Services allows self-service app performance, security services within your orchestration, and integrates BIG-IP platforms with the container environment.

Ridge is a flexible cloud that’s anywhere you need to be. Through one API, Ridge converts any underlying infrastructure into a cloud-native platform. Whether you need to deploy in a private data center, on-prem server, edge micro-center, or even in an multi-facility hybrid environment, Ridge expands your footprint without limits.

The Nebula container orchestrator is designed to allow developers and operators to treat IoT devices as distributed Dockerized applications. It acts as a Docker orchestrator for IoT device as well as distributed services such CDN or edge computing. It is open-source and free. Nebula is an open-source project for Docker orchestration. It's designed to manage large clusters at scale by scaling each component of the project as needed. The project's goal is to be a Docker orchestrator for IoT device as well as distributed services like CDN or edge computing. Nebula can simultaneously update tens of thousands IoT devices around the world with one API call. This is in an effort for developers and ops to treat IoT devices like distributed Dockerized applications.

JAAS offers Juju as a service. JAAS allows you to quickly design and deploy cloud-based applications. With a fully managed Juju infrastructure, you can focus on your software and solutions. Canonical, in partnership with Google, delivers a 'pure' K8s experience. It has been tested across many clouds and is integrated with modern metrics. The Charmed Kubernetes can be used in full production. Start using Kubernetes today. JAAS will deploy your workload to the cloud of your choice. To allow JAAS access to virtual machines and create them for you, you must provide your cloud credentials. We recommend that users create a new set for JAAS using the public cloud's IAM tool. You can find hundreds of cloud-oriented applications, such as Kubernetes and Apache Hadoop, Big Data solutions, OpenStack, and many others in the store as charms or bundles. They are constantly updated and added to the store.

Container Engine for Kubernetes is an Oracle-managed container orchestration platform that can help you build modern cloud native apps in a shorter time and at a lower cost. Oracle Cloud Infrastructure offers Container Engine for Kubernetes free of charge, running on more efficient and lower-cost compute shapes than most other vendors. Open-source Kubernetes can be used by DevOps engineers for application workload portability, and to simplify operations with automatic updates. With a single click, deploy Kubernetes clusters, including the underlying virtual clouds networks, internet gateways and NAT gateways. Automate Kubernetes operations using web-based REST API or CLI. This includes cluster creation, scaling, operations, and maintenance. Cluster management is free with Oracle Container Engine for Kubernetes. You can easily and quickly upgrade container clusters with zero downtime to keep them current with the latest stable version Kubernetes.

Our platform allows you create distributed coding and data science processes with contractors, freelancers, and developers located anywhere. They work on their own devices, while auditing your data and ensuring data security. Strong Network has created a multi-cloud platform we call Virtual Workspace Infrastructure. It allows companies to securely unify their access to their global data science and coding processes via a simple web browser. The VWI platform is an integral component of their DevSecOps process. It doesn't require integration with existing CI/CD pipelines. Process security is focused on data, code, and other critical resources. The platform automates the principles and implementation of Zero-Trust Architecture, protecting the most valuable IP assets of the company.

IBM Cloud Pak®, for Applications allows you to modernize existing apps, embed additional security, or develop new apps that enable digital initiatives. It provides cloud-native development solutions that deliver value quickly and flexible licensing that can be tailored for your specific needs. You can run your applications on public clouds, on premises, or on a private one. It is up to you to decide which location works best for your business. We'll help you sync them to Red Hat®, OpenShift®, on IBM Cloud®, which is a unified Kubernetes platform based on open-source standards. No matter where they are located, we'll support them. You don't have to build everything from scratch when you move to the cloud. Modernizing existing applications can increase their flexibility, scalability, and adaptability.

Manage, control, secure, and manage the apps, data, and IT that run your business from edge to cloud. HPE Ezmeral accelerates digital transformation initiatives by shifting resources and time from IT operations to innovation. Modernize your apps. Simplify your operations. You can harness data to transform insights into impact. Kubernetes can be deployed at scale in your data center or on the edge. It integrates persistent data storage to allow app modernization on baremetal or VMs. This will accelerate time-to-value. Operationalizing the entire process to build data pipelines will allow you to harness data faster and gain insights. DevOps agility is key to machine learning's lifecycle. This will enable you to deliver a unified data network. Automation and advanced artificial intelligence can increase efficiency and agility in IT Ops. Provide security and control to reduce risk and lower costs. The HPE Ezmeral Container Platform is an enterprise-grade platform that deploys Kubernetes at large scale for a wide variety of uses.

Marathon is a production-grade container orchestration platform that Mesosphere's Datacenter Operating System(DC/OS) as well as Apache Mesos uses. High availability. Marathon runs as an active/passive cluster, with leader election for 100 percent uptime. Multiple container runtimes. Marathon provides first-class support for Mesos containers (using Docker) and Mesos containers using cgroups. Stateful apps. Marathon can bind persistent storage volumes directly to your application. You can run databases such as Postgres and MySQL, and have storage accounted by Mesos. Beautiful and powerful UI. Service Discovery & Load Balancing. Several methods available. Health checks. Use HTTP or TCP checks to assess the health of your application. Subscribe to Events To receive notifications, you will need to provide an HTTP endpoint. This is used to integrate with external load balancers. Metrics. You can query them at /metrics using JSON format. Push them to DataDog, StatsD, and Graphite. Or, you can scrape them with Prometheus.

Alibaba Cloud offers Container Service for Kubernetes, which is a fully managed service. ACK integrates with services such as virtualization and storage to provide a highly scalable Kubernetes environment for containerized applications. Alibaba Cloud is a Kubernetes Certified Service Provider, (KCSP), and ACK has been certified by Certified Kubernetes Conformance Program. This ensures consistent Kubernetes experience and workload portability. Kubernetes Certified Services Provider (KCSP), and qualified by Certified Kubernetes conformance Program. Kubernetes consistency and workload portability. Deep and rich cloud native capabilities for enterprise-class enterprises. Provides fine-grained access control and application security. Allows you quickly to create Kubernetes Clusters. Container-based management of applications during the entire application lifecycle.

Helios is a Docker orchestration platform that allows you to deploy and manage containers across a large number of servers. Helios offers a command-line client and an HTTP API to allow you to interact with the containers running on your servers. It keeps track of all events in your cluster, including version changes, deploys, restarts, and restarts. Although the binary release of Helios was designed for Ubuntu 14.04.1LTS, Helios should work on any platform that has Java 8 and Maven 3. To launch a local environment, use helios–solo with a Helios master or agent. Helios is pragmatic. We don't have all the answers, but we do our best to make sure that what we do have is rock-solid. We don't yet have dynamic scheduling or resource limits. It is more important for us to have the CI/CD use case and surrounding tooling firmly established today than ever before. However, dynamic scheduling and composite jobs are all possible in the future.

Self-service platform for developers to create apps, databases and jobs. Scale up from one workload to hundreds of workloads on compute or GPUs. GitOps, self-service workflows and templates, pipelines and templates that are highly configurable, will accelerate every step, from push to production. With observability tools, backups and restores, rollbacks, and a rollback feature, you can deploy preview, staging and production environments securely. Northflank integrates seamlessly with your preferred tools and can accommodate any technology stack. You can deploy on Northflank’s secure infrastructure, or on your own account. Either way, you will get the same developer experience and have total control over your data, deployment regions, security and cloud expenses. Northflank uses Kubernetes to deliver the best of cloud native without the overhead. Northflank offers a cloud deployment option for maximum simplicity. You can also connect your GKE or EKS to Northflank to get a managed platform in minutes.

mogenius is a platform that combines visibility, automation, and observability in one place for Kubernetes management. Connect and visualize Kubernetes workloads and clusters. Visibility for the whole team. Identify misconfigurations in your workloads. Take action within the mogenius platform. Automate K8s operations using service catalogs, developer-self-service and ephemeral environment. Leverage developer self-service to simplify deployments for your developers. Standardized and automated workflows can optimize resource allocation and prevent configuration drift. Service catalogs eliminate duplicate work and encourage reuse. Get complete visibility into your Kubernetes configuration. Deploy an operator that is cloud-agnostic to get a complete view of your clusters and workloads. In a few clicks, you can provide developers with ephemeral and local testing environments that mimic your production setup.

Fully serverless platform Cloud Build scales up or down according to load. There is no need to pre-provision servers and pay in advance for additional capacity. Only pay for what you use. Flexibility Enterprises can easily integrate their legacy or home-grown tools into their build process with pre-created extensions to third-party apps and custom build steps. Security and compliance Vulnerability scanning can help you protect your software supply chain from security threats. DevSecOps policies can be used to block the deployment of vulnerable images.

harpoon allows you to deploy any software within seconds using a simple drag-and-drop method. No code is required to deploy production software using our visual Kubernetes tool. Harpoon offers all the features needed to deploy and configure your software using Kubernetes, the industry's leading container orchestrator. All without writing any code. You can easily deploy and configure Kubernetes and autoscale software in the cloud without writing any code. Search and find any commercial or open-source piece of software anywhere on the planet, and deploy it in the cloud instantly with just one click. Harpoon will run scripts to secure your cloud account before running any applications or service. Connect harpoon anywhere to your source code repository and set up an automated deployment pipeline.

Aurora manages applications and services on a shared machine pool and is responsible for maintaining them running forever. Aurora intelligently reschedules jobs that are affected by failure onto more capable machines. Aurora detects the health and status of a deployment when updating jobs and will automatically rollback if necessary. Aurora uses a quota system that guarantees resources for certain applications. It can also support multiple users to deploy services. A DSL that supports templating allows services to be highly configurable. This allows you to create common patterns and avoid duplicate configurations. Clients like Finagle can discover Aurora's services via Apache ZooKeeper.

Docker 4.0 and higher include swarm mode, which allows you to manage a cluster of Docker Engines. The Docker CLI allows you to create a cluster, deploy applications to it, and manage its behavior. Cluster management integrated with Docker Engine. Use the Docker Engine CLI for cluster management. To create or manage a cluster, you don't need any additional orchestration software. Decentralized design: The Docker Engine does not handle differentiation between node roles at deployment. Instead, it handles any specialization at runtime. The Docker Engine can be used to deploy both managers and workers. This allows you to create a whole swarm using a single disk image. Declarative service model: Docker Engine uses this declarative approach to allow you to define the desired state for the various services within your application stack.

Enterprise apps will have better operators thanks to a full application graph, declarative integration for legacy estate and Kubernetes, and a full app graph. Juju operator integration allows us keep each operator as simple and consistent as possible, then we compose them to create rich topologies for complex scenarios that support complex scenarios with less YAML. Large-scale operations code can also be governed by the UNIX philosophy of "doing one thing right". The benefits of clarity as well as reuse are the same. It is important to be small. Juju allows you the option to use the same operator pattern across your entire estate, even legacy apps. Model-driven operations significantly reduce maintenance and operation costs for traditional workloads, without the need to re-platform to K8s. Once mastered, legacy apps can be made multi-cloud-ready. The Juju Operator Lifecycle Manager, (OLM), uniquely supports both machine-based and container-based apps with seamless integration.

Data-driven computational pipelines. Nextflow allows for reproducible and scalable scientific workflows by using software containers. It allows adaptation of scripts written in most common scripting languages. Fluent DSL makes it easy to implement and deploy complex reactive and parallel workflows on clusters and clouds. Nextflow was built on the belief that Linux is the lingua Franca of data science. Nextflow makes it easier to create a computational pipeline that can be used to combine many tasks. You can reuse existing scripts and tools. Additionally, you don't have to learn a new language to use Nextflow. Nextflow supports Docker, Singularity and other containers technology. This, together with integration of the GitHub Code-sharing Platform, allows you write self-contained pipes, manage versions, reproduce any configuration quickly, and allow you to integrate the GitHub code-sharing portal. Nextflow acts as an abstraction layer between the logic of your pipeline and its execution layer.

Apache ODE (Orchestration Director Engine), software executes business processes that are written in accordance with the WS-BPEL standard. It can communicate with web services, including sending and receiving messages, data manipulation, and error recovery, as defined by your process definition. It can execute both long- and short-lived process executions to manage all services in your application. WS-BPEL (Business Process Execution Language), is an XML-based language that allows you to create business processes. It defines basic control structures, such as loops or conditions, as well as elements that invoke web services and get messages from them. It uses WSDL to communicate web service interfaces. You can manipulate message structures by assigning parts or wholes to variables that can then be used to send additional messages. Support for both the legacy BPEL4WS 1.1 vendor specification and the WS-BPEL 2.0 OASIS standards side-by-side.

The fundamental idea of YARN is to split up the functionalities of resource management and job scheduling/monitoring into separate daemons. The idea is to have a global ResourceManager, (RM), and a per-application ApplicationMaster, (AM). An application can be a single job, or a DAG (distributed array of jobs). The data-computation framework is formed by the NodeManager and the ResourceManager. The ResourceManager is the ultimate authority who arbitrates the allocation of resources among all applications in the system. The NodeManager is the per-machine framework agent who is responsible for containers, monitoring their resource usage (cpu, memory, disk, network) and reporting the same to the ResourceManager/Scheduler. The per-application ApplicationMaster, which is in essence a framework-specific library, is responsible for negotiating resources from ResourceManager and working with NodeManagers to execute and monitor tasks.

Microservices, containers, and Kubernetes allow apps to run anywhere and everywhere. VMware Tanzu allows you to make the most out of cloud native patterns, automate containerized workload delivery, and proactively manage production apps. It's all about allowing developers to do what they love: create great apps. Kubernetes don't need to be complicated. VMware Tanzu makes it easy to prepare your infrastructure for modern apps by using consistent, conformant Kubernetes wherever you go. Developers can access a self-service, compliant environment that makes it easy to get to production. Centrally manage, govern, and monitor all apps and clusters across clouds. It's that easy.

Test Kitchen offers a test harness that allows you to execute infrastructure code on a single platform or multiple platforms. A driver plugin architecture can be used to run code on different cloud providers and virtualization technology such as Vagrant and Amazon EC2, Microsoft Azure and Google Compute Engine. Many testing frameworks, including Chef InSpec, Serverspec and Bats For Chef Infra workflows are supported. If you include a cookbooks/ directory, Kitchen will know what to do. All Chef-managed community cookbooks use Test Kitchen as the integration testing tool of preference for cookbooks.

Appvia Wayfinder provides a dynamic solution to manage your cloud infrastructure. It gives your developers self-service capabilities that let them manage and provision cloud resources without any hitch. Wayfinder's core is its security-first strategy, which is built on principles of least privilege and isolation. You can rest assured that your resources are safe. Platform teams rejoice! Centralised control allows you to guide your team and maintain organisational standards. But it's not just business. Wayfinder provides a single pane for visibility. It gives you a bird's-eye view of your clusters, applications, and resources across all three clouds. Join the leading engineering groups worldwide who rely on Appvia Wayfinder for cloud deployments. Do not let your competitors leave behind you. Watch your team's efficiency and productivity soar when you embrace Wayfinder!

You can accelerate your development by using a storage platform that integrates with Kubernetes. While you focus on running your application we ensure that you have the persistent volumes you need to give you the stability and scale you require. Integrating stateful storage into Kubernetes will simplify your app modernization process and increase efficiency. You can run your database or any other persistent workload in a Kubernetes-based environment without worrying about managing the storage layer. Ondat allows you to provide a consistent storage layer across all platforms. We provide persistent volumes that allow you to run your own databases, without having to pay for expensive hosted options. Kubernetes data layer management is yours to take back. Kubernetes-native storage that supports dynamic provisioning. It works exactly as it should. API-driven, tight integration to your containerized applications.

Instead of focusing on building applications and business logic you can let Azure solve hard distributed system problems like reliability, scalability and management. Service Fabric is an open-source project that powers core Azure infrastructure and other Microsoft services like Intune, Skype for Business, Intune and Azure Event Hubs. It also powers Azure Data Factory, Azure Cosmos DB and Azure SQL Database. Dynamics 365 and Cortana are all powered by Service Fabric. Azure Service Fabric is designed to deliver high-availability and durable services at cloud scale. It automatically understands the infrastructure and resource requirements of applications. This allows for automatic scaling, rolling upgrades, and self healing from faults that occur. Without the need to write additional code to address issues such as reliability, scalability or management, you can focus on adding business value to your application.

Manage, optimize, and optimize HPC and large compute clusters at any scale. You can deploy full clusters and other resources including schedulers, compute VMs (storage, networking, and caching), and other resources such as cache, network, networking, and storage. Advanced policy and governance features allow you to customize and optimize clusters, including cost controls, Active Directory integration and monitoring. You can continue using your existing job scheduler and other applications. Administrators have complete control over who can run jobs and where they are located. You can take advantage of autoscaling and battle-tested references architectures for a wide variety of HPC workloads. CycleCloud supports every job scheduler and software stack, from proprietary in-house to open source, third-party, or commercial. Your cluster should adapt to your changing resource requirements. Scheduler-aware autoscaling allows you to match your resources to your workload.

There is no need to compromise between the convenience and power of infrastructure as a code. Kubestack lets you design your Kubernetes platform using an intuitive, graphical user interface. Export your custom stack to Terraform code to ensure reliable provisioning and long-term sustainability. Platforms built with Kubestack Cloud can be exported to a Terraform root Module, which is based on Kubestack framework. Framework modules are all open-source, which reduces the long-term maintenance effort as well as allowing for easy access to future improvements. To efficiently manage changes with your team, adapt the tried-and-trued pull-request and peer review based workflow. You can reduce the amount of bespoke infrastructure code that you need to maintain and save time in the long-term.