Alternatives to Azure Red Hat OpenShift

JS7 JobScheduler, an Open Source Workload Automation System, is designed for performance and resilience. JS7 implements state-of-the-art security standards. It offers unlimited performance for parallel executions of jobs and workflows. JS7 provides cross-platform job execution and managed file transfer. It supports complex dependencies without the need for coding. The JS7 REST-API allows automation of inventory management and job control. JS7 can operate thousands of Agents across any platform in parallel. Platforms - Cloud scheduling for Docker®, OpenShift®, Kubernetes® etc. - True multi-platform scheduling on premises, for Windows®, Linux®, AIX®, Solaris®, macOS® etc. - Hybrid cloud and on-premises use User Interface - Modern GUI with no-code approach for inventory management, monitoring, and control using web browsers - Near-real-time information provides immediate visibility to status changes, log outputs of jobs and workflows. - Multi-client functionality, role-based access management - OIDC authentication and LDAP integration High Availability - Redundancy & Resilience based on asynchronous design and autonomous Agents - Clustering of all JS7 Products, automatic fail-over and manual switch-over

Kubernetes serves as a powerful foundation for transformative ideas. It enables developers to innovate and deliver projects more rapidly through the premier hybrid cloud and enterprise container solution. Red Hat OpenShift simplifies the process with automated installations, updates, and comprehensive lifecycle management across the entire container ecosystem, encompassing the operating system, Kubernetes, cluster services, and applications on any cloud platform. This service allows teams to operate with speed, flexibility, assurance, and a variety of options. You can code in production mode wherever you prefer to create, enabling a return to meaningful work. Emphasizing security at all stages of the container framework and application lifecycle, Red Hat OpenShift provides robust, long-term enterprise support from a leading contributor to Kubernetes and open-source technology. It is capable of handling the most demanding workloads, including AI/ML, Java, data analytics, databases, and more. Furthermore, it streamlines deployment and lifecycle management through a wide array of technology partners, ensuring that your operational needs are met seamlessly. This integration of capabilities fosters an environment where innovation can thrive without compromise.

Deploy sophisticated applications using a secure and managed Kubernetes platform. GKE serves as a robust solution for running both stateful and stateless containerized applications, accommodating a wide range of needs from AI and ML to various web and backend services, whether they are simple or complex. Take advantage of innovative features, such as four-way auto-scaling and streamlined management processes. Enhance your setup with optimized provisioning for GPUs and TPUs, utilize built-in developer tools, and benefit from multi-cluster support backed by site reliability engineers. Quickly initiate your projects with single-click cluster deployment. Enjoy a highly available control plane with the option for multi-zonal and regional clusters to ensure reliability. Reduce operational burdens through automatic repairs, upgrades, and managed release channels. With security as a priority, the platform includes built-in vulnerability scanning for container images and robust data encryption. Benefit from integrated Cloud Monitoring that provides insights into infrastructure, applications, and Kubernetes-specific metrics, thereby accelerating application development without compromising on security. This comprehensive solution not only enhances efficiency but also fortifies the overall integrity of your deployments.

Red Hat® Decision Manager serves as a robust platform for creating containerized microservices and applications designed to automate business decision-making processes. This comprehensive solution features capabilities for managing business rules, processing complex events, and optimizing resources. Organizations have the ability to seamlessly integrate advanced decision-making logic into their line-of-business applications, enabling them to swiftly modify core business rules in response to evolving market conditions. The seventh iteration of Red Hat® Decision Manager stands out as a powerful, scalable open-source business rules management system that harnesses both business resource optimization and complex event processing (CEP) technologies. It empowers organizations to effectively capture intricate business logic while facilitating the development of applications that streamline business decisions. Additionally, Decision Manager 7 is fully compatible with the Red Hat Application Services suite and integrates seamlessly with Red Hat OpenShift® for deployment across hybrid cloud environments, ensuring that businesses can leverage its capabilities no matter where their infrastructure is hosted. This flexibility further enhances its appeal for modern enterprises seeking to optimize their operational efficiency.

Kubernetes (K8s) is a powerful open-source platform designed to automate the deployment, scaling, and management of applications that are containerized. By organizing containers into manageable groups, it simplifies the processes of application management and discovery. Drawing from over 15 years of experience in handling production workloads at Google, Kubernetes also incorporates the best practices and innovative ideas from the wider community. Built on the same foundational principles that enable Google to efficiently manage billions of containers weekly, it allows for scaling without necessitating an increase in operational personnel. Whether you are developing locally or operating a large-scale enterprise, Kubernetes adapts to your needs, providing reliable and seamless application delivery regardless of complexity. Moreover, being open-source, Kubernetes offers the flexibility to leverage on-premises, hybrid, or public cloud environments, facilitating easy migration of workloads to the most suitable infrastructure. This adaptability not only enhances operational efficiency but also empowers organizations to respond swiftly to changing demands in their environments.

Red Hat OpenShift on IBM Cloud offers developers a rapid and secure solution for containerizing and deploying enterprise workloads within Kubernetes clusters. With IBM overseeing the management of the OpenShift Container Platform (OCP), you can dedicate more of your attention to essential tasks. The platform features automated provisioning and configuration of compute, network, and storage infrastructure, along with the installation and configuration of OpenShift itself. It also ensures automatic scaling, backup, and recovery processes for OpenShift configurations, components, and worker nodes. Furthermore, the system supports automatic upgrades for all essential components, including the operating system and cluster services, while also providing performance tuning and enhanced security measures. Built-in security features encompass image signing, enforcement of image deployment, hardware trust, patch management, and automatic compliance with standards such as HIPAA, PCI, SOC2, and ISO. Overall, this comprehensive solution streamlines operations and enhances security, allowing developers to innovate with confidence.

Red Hat Advanced Cluster Management for Kubernetes allows users to oversee clusters and applications through a centralized interface, complete with integrated security policies. By enhancing the capabilities of Red Hat OpenShift, it facilitates the deployment of applications, the management of multiple clusters, and the implementation of policies across numerous clusters at scale. This solution guarantees compliance, tracks usage, and maintains uniformity across deployments. Included with Red Hat OpenShift Platform Plus, it provides an extensive array of powerful tools designed to secure, protect, and manage applications effectively. Users can operate from any environment where Red Hat OpenShift is available and can manage any Kubernetes cluster within their ecosystem. The self-service provisioning feature accelerates application development pipelines, enabling swift deployment of both legacy and cloud-native applications across various distributed clusters. Additionally, self-service cluster deployment empowers IT departments by automating the application delivery process, allowing them to focus on higher-level strategic initiatives. As a result, organizations can achieve greater efficiency and agility in their IT operations.

IBM Storage for Red Hat OpenShift seamlessly integrates traditional and container storage, facilitating the deployment of enterprise-grade scale-out microservices architectures with ease. This solution has been validated alongside Red Hat OpenShift, Kubernetes, and IBM Cloud Pak, ensuring a streamlined deployment and management process for a cohesive experience. It offers enterprise-level data protection, automated scheduling, and data reuse capabilities specifically tailored for Red Hat OpenShift and Kubernetes settings. With support for block, file, and object data resources, users can swiftly deploy their required resources as needed. Additionally, IBM Storage for Red Hat OpenShift lays the groundwork for a robust and agile hybrid cloud environment on-premises, providing the essential infrastructure and storage orchestration. Furthermore, IBM enhances container utilization in Kubernetes environments by supporting Container Storage Interface (CSI) for its block and file storage solutions. This comprehensive approach empowers organizations to optimize their storage strategies while maximizing efficiency and scalability.

Spectro Cloud’s Palette platform provides enterprises with a powerful and scalable solution for managing Kubernetes clusters across multiple environments, including cloud, edge, and on-premises data centers. By leveraging full-stack declarative orchestration, Palette allows teams to define cluster profiles that ensure consistency while preserving the freedom to customize infrastructure, container workloads, OS, and Kubernetes distributions. The platform’s lifecycle management capabilities streamline cluster provisioning, upgrades, and maintenance across hybrid and multi-cloud setups. It also integrates with a wide range of tools and services, including major cloud providers like AWS, Azure, and Google Cloud, as well as Kubernetes distributions such as EKS, OpenShift, and Rancher. Security is a priority, with Palette offering enterprise-grade compliance certifications such as FIPS and FedRAMP, making it suitable for government and regulated industries. Additionally, the platform supports advanced use cases like AI workloads at the edge, virtual clusters, and multitenancy for ISVs. Deployment options are flexible, covering self-hosted, SaaS, or airgapped environments to suit diverse operational needs. This makes Palette a versatile platform for organizations aiming to reduce complexity and increase operational control over Kubernetes.

Deploying OpenShift applications with watsonx can be achieved easily through two adaptable options tailored for hybrid cloud requirements. The Fusion HCI System offers a comprehensive, ready-to-use platform designed for the seamless operation of your on-premises Red Hat OpenShift applications. With Fusion software, you can utilize any environment where Red Hat OpenShift is supported—including public cloud, on-premises systems, bare metal, and virtual machines. This solution integrates hardware, Red Hat OpenShift, and data services, effectively removing compatibility challenges and minimizing setup time, which allows you to launch your containerized applications rapidly, thus fostering quicker innovation and a shorter time-to-market. Additionally, it streamlines the infrastructure and data services necessary for OpenShift applications, enabling platform engineers to manage OpenShift from a central point, enhance operational efficiency, optimize resource use, and lower both operational complexities and costs, making it a robust choice for modern application deployment.

Red Hat OpenShift Dev Spaces, built upon the open-source Eclipse Che project, leverages Kubernetes and container technology to offer a consistent, secure, and zero-configuration development environment for all members of a development or IT team. The platform provides a user experience that is as quick and intuitive as using a local integrated development environment. Included with every OpenShift subscription and accessible through the Operator Hub, OpenShift Dev Spaces equips development teams with a more efficient and dependable foundation for their work, while also granting operations teams centralized control and assurance. Start coding now with the complimentary Developer Sandbox for Red Hat OpenShift, which allows users to explore OpenShift Dev Spaces at no charge. With the applications and their development environments containerized and operating on OpenShift, developers can concentrate solely on coding without the need to delve into Kubernetes intricacies. Furthermore, administrators can effortlessly manage and oversee workspaces as they would with any other Kubernetes resource, ensuring a streamlined operation. This combination of user-friendly tools and robust management capabilities makes OpenShift Dev Spaces an excellent choice for modern development teams.

Create, store, safeguard, scan, duplicate, and oversee container images and artifacts using a fully managed, globally replicated instance of OCI distribution. Seamlessly connect across various environments such as Azure Kubernetes Service and Azure Red Hat OpenShift, as well as integrate with Azure services like App Service, Machine Learning, and Batch. Benefit from geo-replication that allows for the effective management of a single registry across multiple locations. Utilize an OCI artifact repository that supports the addition of helm charts, singularity, and other formats supported by OCI artifacts. Experience automated processes for building and patching containers, including updates to base images and scheduled tasks. Ensure robust security measures through Azure Active Directory (Azure AD) authentication, role-based access control, Docker content trust, and virtual network integration. Additionally, enhance the workflow of building, testing, pushing, and deploying images to Azure with the capabilities offered by Azure Container Registry Tasks, which simplifies the management of containerized applications. This comprehensive suite provides a powerful solution for teams looking to optimize their container management strategies.

Red Hat® OpenShift® Data Foundation, formerly known as Red Hat OpenShift Container Storage, is a software-defined storage solution tailored for containers. Designed as the foundational data and storage services platform for Red Hat OpenShift, it enables teams to swiftly and effectively develop and deploy applications across various cloud environments. Even developers with minimal storage knowledge can easily provision storage directly through Red Hat OpenShift without needing to navigate away from their primary interface. Capable of formatting data in files, blocks, or objects, it caters to a diverse range of workloads generated by enterprise Kubernetes users. Additionally, our specialized technical team is available to collaborate with you to devise a strategy that aligns with your storage requirements for both hybrid and multicloud container deployments, ensuring that your infrastructure is optimized for performance and scalability.

Efficiently manage multicluster environments for Azure Kubernetes Service (AKS) that involve tasks such as workload distribution, north-south traffic load balancing for incoming requests to various clusters, and coordinated upgrades across different clusters. The fleet cluster offers a centralized management system for overseeing all your clusters on a large scale. A dedicated hub cluster manages the upgrades and the configuration of your Kubernetes clusters seamlessly. Through Kubernetes configuration propagation, you can apply policies and overrides to distribute resources across the fleet's member clusters effectively. The north-south load balancer regulates the movement of traffic among workloads situated in multiple member clusters within the fleet. You can group various Azure Kubernetes Service (AKS) clusters to streamline workflows involving Kubernetes configuration propagation and networking across multiple clusters. Furthermore, the fleet system necessitates a hub Kubernetes cluster to maintain configurations related to placement policies and multicluster networking, thereby enhancing operational efficiency and simplifying management tasks. This approach not only optimizes resource usage but also helps in maintaining consistency and reliability across all clusters involved.

Red Hat® OpenShift® Streams for Apache Kafka is a cloud-managed service designed to enhance the developer experience for creating, deploying, and scaling cloud-native applications, as well as for modernizing legacy systems. This service simplifies the processes of creating, discovering, and connecting to real-time data streams, regardless of their deployment location. Streams play a crucial role in the development of event-driven applications and data analytics solutions. By enabling seamless operations across distributed microservices and handling large data transfer volumes with ease, it allows teams to leverage their strengths, accelerate their time to value, and reduce operational expenses. Additionally, OpenShift Streams for Apache Kafka features a robust Kafka ecosystem and is part of a broader suite of cloud services within the Red Hat OpenShift product family, empowering users to develop a diverse array of data-driven applications. With its powerful capabilities, this service ultimately supports organizations in navigating the complexities of modern software development.

Rancher empowers you to provide Kubernetes-as-a-Service across various environments, including datacenters, cloud, and edge. This comprehensive software stack is designed for teams transitioning to container technology, tackling both operational and security issues associated with managing numerous Kubernetes clusters. Moreover, it equips DevOps teams with integrated tools to efficiently handle containerized workloads. With Rancher’s open-source platform, users can deploy Kubernetes in any setting. Evaluating Rancher against other top Kubernetes management solutions highlights its unique delivery capabilities. You won’t have to navigate the complexities of Kubernetes alone, as Rancher benefits from a vast community of users. Developed by Rancher Labs, this software is tailored to assist enterprises in seamlessly implementing Kubernetes-as-a-Service across diverse infrastructures. When it comes to deploying critical workloads on Kubernetes, our community can rely on us for exceptional support, ensuring they are never left in the lurch. In addition, Rancher's commitment to continuous improvement means that users will always have access to the latest features and enhancements.

Red Hat® Virtualization serves as an enterprise-grade platform for virtualization, adept at handling high-demand workloads and essential applications, leveraging the robust foundation of Red Hat Enterprise Linux® and KVM, with complete support from Red Hat. This solution enables the virtualization of resources, processes, and applications, establishing a reliable base for a future that embraces cloud-native and containerized technologies. It allows for the automation, management, and modernization of virtualization workloads seamlessly. Whether it's streamlining daily tasks or overseeing virtual machines within Red Hat OpenShift, Red Hat Virtualization leverages the existing Linux® expertise of your team and enhances it for upcoming business requirements. Additionally, it is built on a comprehensive ecosystem of platforms and partner solutions, integrating with Red Hat Enterprise Linux, Red Hat Ansible Automation Platform, Red Hat OpenStack® Platform, and Red Hat OpenShift, which collectively enhance IT productivity and maximize return on investment while positioning your organization for future growth and innovation.

TKE seamlessly integrates with the full spectrum of Kubernetes features and has been optimized for Tencent Cloud's core IaaS offerings, including CVM and CBS. Moreover, Tencent Cloud's Kubernetes-driven products like CBS and CLB facilitate one-click deployments to container clusters for numerous open-source applications, significantly enhancing the efficiency of deployments. With the implementation of TKE, the complexities associated with managing large clusters and the operations of distributed applications are greatly reduced, eliminating the need for specialized cluster management tools or the intricate design of fault-tolerant cluster systems. You simply initiate TKE, outline the tasks you wish to execute, and TKE will handle all cluster management responsibilities, enabling you to concentrate on creating Dockerized applications. This streamlined process allows developers to maximize their productivity and innovate without being bogged down by infrastructure concerns.

Amazon EKS Anywhere is a recently introduced option for deploying Amazon EKS that simplifies the process of creating and managing Kubernetes clusters on-premises, whether on your dedicated virtual machines (VMs) or bare metal servers. This solution offers a comprehensive software package designed for the establishment and operation of Kubernetes clusters in local environments, accompanied by automation tools for effective cluster lifecycle management. EKS Anywhere ensures a uniform management experience across your data center, leveraging the capabilities of Amazon EKS Distro, which is the same Kubernetes version utilized by EKS on AWS. By using EKS Anywhere, you can avoid the intricacies involved in procuring or developing your own management tools to set up EKS Distro clusters, configure the necessary operating environment, perform software updates, and manage backup and recovery processes. It facilitates automated cluster management, helps cut down support expenses, and removes the need for multiple open-source or third-party tools for running Kubernetes clusters. Furthermore, EKS Anywhere comes with complete support from AWS, ensuring that users have access to reliable assistance whenever needed. This makes it an excellent choice for organizations looking to streamline their Kubernetes operations while maintaining control over their infrastructure.

While many Kubernetes platforms enable users to create and oversee Kubernetes clusters, Loft takes a different approach. Rather than being a standalone solution for managing clusters, Loft serves as an advanced control plane that enhances your current Kubernetes environments by introducing multi-tenancy and self-service functionalities, maximizing the benefits of Kubernetes beyond mere cluster oversight. It boasts an intuitive user interface and command-line interface, yet operates entirely on the Kubernetes framework, allowing seamless management through kubectl and the Kubernetes API, which ensures exceptional compatibility with pre-existing cloud-native tools. The commitment to developing open-source solutions is integral to our mission, as Loft Labs proudly holds membership with both the CNCF and the Linux Foundation. By utilizing Loft, organizations can enable their teams to create economical and efficient Kubernetes environments tailored for diverse applications, fostering innovation and agility in their workflows. This unique capability empowers businesses to harness the true potential of Kubernetes without the complexity often associated with cluster management.

Cloud-native technology has emerged as a crucial element in contemporary cloud infrastructure design due to its lightweight nature and remarkable portability. It also enhances the efficiency of development and operations (DevOps), enabling rapid service deployment and fostering business innovation. To expedite the shift toward cloud-native environments while keeping costs low, QCT has validated the performance and service quality of the Red Hat® OpenShift Container Platform and Kubernetes Platform. The QCT QxStack with Cloud-Native Platform is a robust Platform as a Service (PaaS) offering that leverages the Red Hat® OpenShift® Container Platform, augmented by Intel Enhanced Platform Awareness (EPA) technology. This solution, optimized for production-ready performance, incorporates a Hyper Converged Infrastructure (HCI) architecture that enables the coexistence of virtual machines and containers, facilitating resource sharing. Moreover, the solution delivers outstanding network performance and reliability, ensuring optimal capital expenditure (CAPEX) and operational expenditure (OPEX) throughout all phases of new technology deployment, which is essential for businesses looking to remain competitive in a rapidly evolving market.

All public and private environments can be managed from one platform with a single CI/CD plug-in that connects to ALL automation toolchains. This plugin supports Jenkins, Kubernetes and Terraform as well as Cloud Formation, Azure ARm, Cloud Formation, Cloud Formation, and many other automation toolchains. No installation, no downloading... and free on us for the first thirty days. Integration with infrastructure orchestration domains such as AWS Cloud formation and Azure ARM, Ansible, Terraform, and Terraform. Service Composition Domain-Specific Language - This simplifies the relationship between services and handles cascading workflows. Shared resources, distributed life-cycle management, and more. Orchestration of cloud native Kubernetes service across multiple clusters using OpenShift and KubeSpray. A blueprint is available to automate the configuration and setup of clusters. Integration with Jenkins and other CI/CD platforms. This integration provides a 'one stop-shop' for all orchestration domains that can be integrated to your CI/CD pipeline.

Calico is a versatile open-source solution designed for networking and securing containers, virtual machines, and workloads on native hosts. It is compatible with a wide array of platforms such as Kubernetes, OpenShift, Mirantis Kubernetes Engine (MKE), OpenStack, and even bare metal environments. Users can choose between leveraging Calico's eBPF data plane or utilizing the traditional networking pipeline of Linux, ensuring exceptional performance and true scalability tailored for cloud-native applications. Both developers and cluster administrators benefit from a uniform experience and a consistent set of features, whether operating in public clouds or on-premises, on a single node, or across extensive multi-node clusters. Additionally, Calico offers flexibility in data planes, featuring options like a pure Linux eBPF data plane, a conventional Linux networking data plane, and a Windows HNS data plane. No matter if you are inclined toward the innovative capabilities of eBPF or the traditional networking fundamentals familiar to seasoned system administrators, Calico accommodates all preferences and needs effectively. Ultimately, this adaptability makes Calico a compelling choice for organizations seeking robust networking solutions.

Combining "app" (short for application) and "Ujo" (the Esperanto term for "container"), APPUiO.ch represents Switzerland's premier container platform. Utilizing technologies like OpenShift or Rancher, we provide this platform as a managed service across various infrastructures. Recognized as the foremost Kubernetes-based container solution in Switzerland, APPUiO is designed for the efficient design, development, and management of applications. It is built on dependable open-source principles, including Docker and Kubernetes, thereby supporting the DevOps methodology. Automation and self-service capabilities significantly speed up development, deployment, and operational workflows. Additionally, APPUiO fosters enhanced collaboration between software developers and business organizations, ensuring not only a seamless platform experience but also immediate access to experts for support, training, tailored modifications, and application management. The platform is offered in public, managed, or self-managed formats, catering to various user needs and preferences. By providing these versatile options, APPUiO ensures that users can choose the best fit for their operational requirements.

Flannel serves as a specialized virtual networking layer tailored for containers. In the context of the OpenShift Container Platform, it can be utilized for container networking as an alternative to the standard software-defined networking (SDN) components. This approach is particularly advantageous when deploying OpenShift within a cloud environment that also employs SDN solutions, like OpenStack, allowing for the avoidance of double packet encapsulation across both systems. Each flanneld agent transmits this information to a centralized etcd store, enabling other agents on different hosts to effectively route packets to various containers within the flannel network. Additionally, the accompanying diagram showcases the architecture and the data flow involved in facilitating communication between containers over a flannel network. This setup enhances overall network efficiency and simplifies container management in complex environments.

Manage and orchestrate applications seamlessly on a Kubernetes platform that is fully managed, utilizing a centralized SaaS approach for overseeing distributed applications through a unified interface and advanced observability features. Streamline operations by handling deployments uniformly across on-premises, cloud, and edge environments. Experience effortless management and scaling of applications across various Kubernetes clusters, whether at customer locations or within the F5 Distributed Cloud Regional Edge, all through a single Kubernetes-compatible API that simplifies multi-cluster oversight. You can deploy, deliver, and secure applications across different sites as if they were all part of one cohesive "virtual" location. Furthermore, ensure that distributed applications operate with consistent, production-grade Kubernetes, regardless of their deployment sites, which can range from private and public clouds to edge environments. Enhance security with a zero trust approach at the Kubernetes Gateway, extending ingress services backed by WAAP, service policy management, and comprehensive network and application firewall protections. This approach not only secures your applications but also fosters a more resilient and adaptable infrastructure.

SUSE Rancher Prime meets the requirements of DevOps teams involved in Kubernetes application deployment as well as IT operations responsible for critical enterprise services. It is compatible with any CNCF-certified Kubernetes distribution, while also providing RKE for on-premises workloads. In addition, it supports various public cloud offerings such as EKS, AKS, and GKE, and offers K3s for edge computing scenarios. The platform ensures straightforward and consistent cluster management, encompassing tasks like provisioning, version oversight, visibility and diagnostics, as well as monitoring and alerting, all backed by centralized audit capabilities. Through SUSE Rancher Prime, automation of processes is achieved, and uniform user access and security policies are enforced across all clusters, regardless of their deployment environment. Furthermore, it features an extensive catalog of services designed for the development, deployment, and scaling of containerized applications, including tools for app packaging, CI/CD, logging, monitoring, and implementing service mesh solutions, thereby streamlining the entire application lifecycle. This comprehensive approach not only enhances operational efficiency but also simplifies the management of complex environments.

Distributed AI represents a computing approach that eliminates the necessity of transferring large data sets, enabling data analysis directly at its origin. Developed by IBM Research, the Distributed AI APIs consist of a suite of RESTful web services equipped with data and AI algorithms tailored for AI applications in hybrid cloud, edge, and distributed computing scenarios. Each API within the Distributed AI framework tackles the unique challenges associated with deploying AI technologies in such environments. Notably, these APIs do not concentrate on fundamental aspects of establishing and implementing AI workflows, such as model training or serving. Instead, developers can utilize their preferred open-source libraries like TensorFlow or PyTorch for these tasks. Afterward, you can encapsulate your application, which includes the entire AI pipeline, into containers for deployment at various distributed sites. Additionally, leveraging container orchestration tools like Kubernetes or OpenShift can greatly enhance the automation of the deployment process, ensuring efficiency and scalability in managing distributed AI applications. This innovative approach ultimately streamlines the integration of AI into diverse infrastructures, fostering smarter solutions.

Oracle's Container Engine for Kubernetes (OKE) serves as a managed container orchestration solution that significantly minimizes both the time and expenses associated with developing contemporary cloud-native applications. In a departure from many competitors, Oracle Cloud Infrastructure offers OKE as a complimentary service that operates on high-performance and cost-efficient compute shapes. DevOps teams benefit from the ability to utilize unaltered, open-source Kubernetes, enhancing application workload portability while streamlining operations through automated updates and patch management. Users can initiate the deployment of Kubernetes clusters along with essential components like virtual cloud networks, internet gateways, and NAT gateways with just a single click. Furthermore, the platform allows for the automation of Kubernetes tasks via a web-based REST API and a command-line interface (CLI), covering all aspects from cluster creation to scaling and maintenance. Notably, Oracle does not impose any fees for managing clusters, making it an attractive option for developers. Additionally, users can effortlessly and swiftly upgrade their container clusters without experiencing any downtime, ensuring they remain aligned with the latest stable Kubernetes version. This combination of features positions Oracle's offering as a robust solution for organizations looking to optimize their cloud-native development processes.

Enhance your contemporary applications with VMware Tanzu Kubernetes Grid, enabling you to operate the same Kubernetes environment across data centers, public cloud, and edge computing, ensuring a seamless and secure experience for all development teams involved. Maintain proper workload isolation and security throughout your operations. Benefit from a fully integrated, easily upgradable Kubernetes runtime that comes with prevalidated components. Deploy and scale clusters without experiencing any downtime, ensuring that you can swiftly implement security updates. Utilize a certified Kubernetes distribution to run your containerized applications, supported by the extensive global Kubernetes community. Leverage your current data center tools and processes to provide developers with secure, self-service access to compliant Kubernetes clusters in your VMware private cloud, while also extending this consistent Kubernetes runtime to your public cloud and edge infrastructures. Streamline the management of extensive, multi-cluster Kubernetes environments to keep workloads isolated, and automate lifecycle management to minimize risks, allowing you to concentrate on more strategic initiatives moving forward. This holistic approach not only simplifies operations but also empowers your teams with the flexibility needed to innovate at pace.

Organizations are increasingly turning to containerized environments to accelerate application development. However, these applications still require essential services like routing, SSL offloading, scaling, and security measures. F5 Container Ingress Services simplifies the process of providing advanced application services to container deployments, facilitating Ingress control for HTTP routing, load balancing, and enhancing application delivery performance, along with delivering strong security services. This solution seamlessly integrates BIG-IP technologies with native container environments, such as Kubernetes, as well as PaaS container orchestration and management systems like RedHat OpenShift. By leveraging Container Ingress Services, organizations can effectively scale applications to handle varying container workloads while ensuring robust security measures are in place to safeguard container data. Additionally, Container Ingress Services promotes self-service capabilities for application performance and security within your orchestration framework, thereby enhancing operational efficiency and responsiveness to changing demands.

MicroK8s offers a lightweight, low-ops Kubernetes solution tailored for developers working with cloud environments, clusters, workstations, Edge, and IoT devices. It intelligently selects the optimal nodes for the Kubernetes datastore and seamlessly promotes another node if a database node goes offline, ensuring no administrative intervention is required for robust edge deployments. With its compact design and user-friendly defaults, MicroK8s is designed to operate effectively right out of the box, making installation, upgrades, and security management straightforward and efficient. Ideal for micro clouds and edge computing, it provides full enterprise support without a subscription, with the option of 24/7 assistance and a decade of security maintenance. Whether deployed under cell towers, on race cars, in satellites, or within everyday appliances, MicroK8s guarantees the complete Kubernetes experience across IoT and micro clouds. Its fully containerized deployment ensures reliable operations, complemented by compressed over-the-air updates. MicroK8s automatically applies security updates by default, though users can choose to defer them if desired, and upgrading to the latest version of Kubernetes is just a single command away, making the process incredibly simple and hassle-free. This combination of ease of use and robust functionality positions MicroK8s as an invaluable tool for modern developers.

K3s is a robust, certified Kubernetes distribution tailored for production workloads that can operate efficiently in unattended, resource-limited environments, including remote areas and IoT devices. It supports both ARM64 and ARMv7 architectures, offering binaries and multiarch images for each. K3s is versatile enough to run on devices ranging from a compact Raspberry Pi to a powerful AWS a1.4xlarge server with 32GiB of memory. The system features a lightweight storage backend that uses sqlite3 as its default storage solution, while also allowing the use of etcd3, MySQL, and Postgres. By default, K3s is secure and comes with sensible defaults optimized for lightweight setups. It includes a variety of essential features that enhance its functionality, such as a local storage provider, service load balancer, Helm controller, and Traefik ingress controller. All components of the Kubernetes control plane are encapsulated within a single binary and process, streamlining the management of complex cluster operations like certificate distribution. This design not only simplifies deployment but also ensures high availability and reliability in diverse environments.

Introducing K8 Studio, the premier cross-platform client IDE designed for streamlined management of Kubernetes clusters. Effortlessly deploy your applications across leading platforms like EKS, GKE, AKS, or even on your own bare metal infrastructure. Enjoy the convenience of connecting to your cluster through a user-friendly interface that offers a clear visual overview of nodes, pods, services, and other essential components. Instantly access logs, receive in-depth descriptions of elements, and utilize a bash terminal with just a click. K8 Studio enhances your Kubernetes workflow with its intuitive features. With a grid view for a detailed tabular representation of Kubernetes objects, users can easily navigate through various components. The sidebar allows for the quick selection of object types, ensuring a fully interactive experience that updates in real time. Users benefit from the ability to search and filter objects by namespace, as well as rearranging columns for customized viewing. Workloads, services, ingresses, and volumes are organized by both namespace and instance, facilitating efficient management. Additionally, K8 Studio enables users to visualize the connections between objects, allowing for a quick assessment of pod counts and current statuses. Dive into a more organized and efficient Kubernetes management experience with K8 Studio, where every feature is designed to optimize your workflow.

EKS is a community-focused platform that offers support for the latest version of Kubernetes and facilitates native cluster management. It serves as a ready-to-use plugin designed for Tencent Cloud products, enhancing capabilities in areas such as storage, networking, and load balancing. Built upon Tencent Cloud's advanced virtualization technology and robust network architecture, EKS guarantees an impressive 99.95% availability of services. In addition, Tencent Cloud prioritizes the virtual and network isolation of EKS clusters for each user, ensuring enhanced security. Users can define network policies tailored to their needs using tools like security groups and network ACLs. The serverless architecture of EKS promotes optimal resource utilization while minimizing operational costs. With its flexible and efficient auto-scaling features, EKS dynamically adjusts resource consumption based on the current demand. Moreover, EKS offers a variety of solutions tailored to diverse business requirements and seamlessly integrates with numerous Tencent Cloud services, including CBS, CFS, COS, TencentDB products, VPC, and many others, making it a versatile choice for users. This comprehensive approach allows organizations to leverage the full potential of cloud computing while maintaining control over their resources.

The IBM Elastic Storage System (ESS) represents an advanced approach to software-defined storage, streamlining the deployment of fast and scalable storage solutions tailored for AI and big data applications. Utilizing cutting-edge NVMe storage technology that boasts low latency and impressive performance, alongside the expansive 8YB global file system and comprehensive data services offered by IBM Spectrum Scale, both the ESS 3200 and ESS 5000 nodes are capable of expanding to YB configurations within a unified global storage system that spans from edge to core data centers and extends to the public cloud. By integrating storage needs and removing silos across various platforms, such as Kubernetes and Red Hat OpenShift, IBM ESS not only enhances efficiency but also lowers acquisition costs and simplifies the management of storage resources. This system is designed to support a variety of demanding workloads, ensuring that your organization maintains high performance across all operations. Furthermore, the flexibility and scalability of the IBM ESS make it an ideal choice for businesses looking to adapt to evolving data storage requirements.

Automated management of cloud security posture is now a reality. Tailored for the cloud environment, BMC Helix Cloud Security alleviates the difficulties associated with safeguarding and ensuring compliance for cloud assets and containers. It offers security scoring and remediation solutions for public cloud IaaS and PaaS platforms from leading providers such as AWS, Azure, and GCP. With automated remediation processes that require no coding skills, it simplifies security management. This solution also encompasses container configuration security for platforms like Docker, Kubernetes, OpenShift, and GKE. Additionally, it enhances automated ticketing through ITSM integration, making incident response seamless. Users can access ready-to-implement policies such as CIS, PCI DSS, and GDPR, while also having the flexibility to create custom policies as needed. Furthermore, it provides automated security management for cloud servers, including AWS EC2 and Microsoft Azure virtual machines. As your cloud infrastructure continues to change, you need a solution that boosts agility without sacrificing security or compliance, and BMC Helix Cloud Security meets that demand head-on. It delivers continuous automated security assessments and remediation for IaaS and PaaS offerings from AWS, Azure, and GCP, ensuring peace of mind in your cloud operations.

Mesos operates on principles similar to those of the Linux kernel, yet it functions at a different abstraction level. This Mesos kernel is deployed on each machine and offers APIs for managing resources and scheduling tasks for applications like Hadoop, Spark, Kafka, and Elasticsearch across entire cloud infrastructures and data centers. It includes native capabilities for launching containers using Docker and AppC images. Additionally, it allows both cloud-native and legacy applications to coexist within the same cluster through customizable scheduling policies. Developers can utilize HTTP APIs to create new distributed applications, manage the cluster, and carry out monitoring tasks. Furthermore, Mesos features an integrated Web UI that allows users to observe the cluster's status and navigate through container sandboxes efficiently. Overall, Mesos provides a versatile and powerful framework for managing diverse workloads in modern computing environments.

In summary, OKD represents a highly opinionated version of Kubernetes. At its core, Kubernetes consists of various software and architectural patterns designed to manage applications on a large scale. While we incorporate some features directly into Kubernetes through modifications, the majority of our enhancements come from "preinstalling" a wide array of software components known as Operators into the deployed cluster. These Operators manage the over 100 essential elements of our platform, including OS upgrades, web consoles, monitoring tools, and image-building functionalities. OKD is versatile and suitable for deployment across various environments, from cloud infrastructures to on-premise hardware and edge computing scenarios. The installation process is automated for certain platforms, like AWS, while also allowing for customization in other environments, such as bare metal or lab settings. OKD embraces best practices in development and technology, making it an excellent platform for technologists and students alike to explore, innovate, and engage with the broader cloud ecosystem. Furthermore, as an open-source project, it encourages community contributions and collaboration, fostering a rich environment for learning and growth.

JHipster serves as a comprehensive development platform designed for the rapid creation, development, and deployment of contemporary web applications and microservice architectures. It accommodates a variety of frontend technologies, such as Angular, React, and Vue, and also extends support to mobile applications using Ionic and React Native. On the backend, JHipster offers compatibility with Spring Boot (utilizing either Java or Kotlin), Micronaut, Quarkus, Node.js, and .NET frameworks. When it comes to deployment, the platform adheres to cloud-native principles via Docker and Kubernetes, providing deployment options for various environments including AWS, Azure, Cloud Foundry, Google Cloud Platform, Heroku, and OpenShift. The primary objective is to produce a comprehensive and modern web application or microservice architecture equipped with a high-performance and resilient server-side stack, showcasing excellent test coverage. The user interface is designed to be sleek, modern, and mobile-first, utilizing Angular, React, or Vue along with Bootstrap for styling. Moreover, the platform incorporates a powerful workflow for application building through tools like Webpack and Maven or Gradle, ensuring a resilient microservice architecture that remains focused on cloud-native methodologies. This holistic approach ensures that developers have all the resources they need to create scalable and efficient applications.

Create cloud-native applications designed to streamline business decisions and processes. Red Hat® Process Automation Manager serves as a robust platform for crafting containerized microservices and applications aimed at automating these business functions. It encompasses various technologies, including business process management (BPM), business rules management (BRM), as well as business resource optimization and complex event processing (CEP). Additionally, it features a user experience platform that facilitates the development of interactive user interfaces for process and decision services with minimal coding efforts. This platform equips business users with essential tools for modeling flows and policies, utilizing Business Process Model and Notation (BPMN) models, Decision Model and Notation (DMN) models, and specialized rule languages tailored to specific domains. With a focus on cloud development, users can seamlessly deploy their finished models as containerized microservices on Red Hat OpenShift. Furthermore, it leverages the full power of Drools, a widely recognized open-source rules engine, ensuring flexible and effective automation solutions. Overall, this approach enhances operational efficiency and fosters innovation across various business sectors.

Accelerate your time-to-market with the innovative low-code SmartScreens platform. Building small, focused Micro Server Apps (MSAs) to tackle specific process automation challenges has never been simpler, all while seamlessly integrating with your existing data and applications. These MSAs can operate universally across various device types without the need for unique coding for each one. RapidBIZ brings together all these functionalities in a cohesive development and management environment that is compatible with Docker containers, Kubernetes, and OpenShift. Central to the productivity offered by RapidBIZ is the principle of reuse, providing developers with straightforward access to robust pre-built components and features, as well as leveraging legacy code and data, including those from IBM i, for crafting cloud-based applications. Transform tedious, time-intensive development and management tasks into a user-friendly point-and-click experience, enhanced by intuitive wizards that automatically generate code for more intricate functionalities. This remarkable approach not only streamlines the development process but also empowers teams to innovate faster and more efficiently than ever before.

The Azure Kubernetes Service (AKS), which is fully managed, simplifies the process of deploying and overseeing containerized applications. It provides serverless Kubernetes capabilities, a seamless CI/CD experience, and robust security and governance features suited for enterprises. By bringing together your development and operations teams on one platform, you can swiftly build, deliver, and expand applications with greater assurance. Additionally, it allows for elastic provisioning of extra resources without the hassle of managing the underlying infrastructure. You can implement event-driven autoscaling and triggers using KEDA. The development process is expedited through Azure Dev Spaces, which integrates with tools like Visual Studio Code, Azure DevOps, and Azure Monitor. Furthermore, it offers sophisticated identity and access management via Azure Active Directory, along with the ability to enforce dynamic rules across various clusters using Azure Policy. Notably, it is accessible in more regions than any competing cloud service provider, enabling wider reach for your applications. This comprehensive platform ensures that businesses can operate efficiently in a highly scalable environment.

Red Hat® Cloud Suite offers a robust platform for developing container-based applications, leveraging an extensively scalable cloud infrastructure that is governed through a unified management system. This solution enables clients to seamlessly transition their existing workloads to a scalable cloud environment while expediting the deployment of new cloud-centric services for private cloud setups and application development. By utilizing Red Hat Cloud Suite, operations teams can provide developers and businesses with public cloud-like capabilities while retaining essential control and oversight. The suite's primary benefits include: Integrated components that are cohesively assembled and fully supported, working harmoniously to create a versatile open hybrid cloud; a unified management system that spans across both infrastructure and application development layers, along with comprehensive operational and lifecycle management that includes proactive risk management; and advanced application development capabilities using containers, facilitated through OpenShift Enterprise, which empowers teams to innovate efficiently. Additionally, this platform enhances collaboration among development and operations teams, ultimately driving greater productivity and agility in the cloud.

IBM Cloud Pak® for Applications facilitates the modernization of current applications, integrates enhanced security features, and enables the creation of new applications that drive digital transformation. This platform provides cloud-native development tools that swiftly generate value, coupled with adaptable licensing options designed to meet your unique requirements. Whether deployed on public clouds, on-premises, or within a private cloud, you can operate your applications in the environment that best suits your business needs. We offer resources to align them with Red Hat® OpenShift® on IBM Cloud®, a cohesive Kubernetes platform founded on open-source principles, ensuring support regardless of their deployment location. Transitioning to the cloud does not necessitate starting from scratch; rather, it allows for the modernization of legacy applications, enhancing their flexibility and scalability. Additionally, you will receive an assessment of your applications, complete with prioritized recommendations for modernization, guiding you on the path to effective transformation. By leveraging these insights, you can create a more agile and responsive IT infrastructure, ultimately driving greater business success.