Alternatives to Spot Ocean

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.

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.

RunPod provides a cloud infrastructure that enables seamless deployment and scaling of AI workloads with GPU-powered pods. By offering access to a wide array of NVIDIA GPUs, such as the A100 and H100, RunPod supports training and deploying machine learning models with minimal latency and high performance. The platform emphasizes ease of use, allowing users to spin up pods in seconds and scale them dynamically to meet demand. With features like autoscaling, real-time analytics, and serverless scaling, RunPod is an ideal solution for startups, academic institutions, and enterprises seeking a flexible, powerful, and affordable platform for AI development and inference.

Get the fastest time to revenue available and government-level security with NXT1 LaunchIT, the world’s first 100% serverless, SaaS deployment and management platform. Go from code to published SaaS in 15 minutes. NXT1 LaunchIT enables instant availability by streamlining and automating every aspect of cloud infrastructure management required for SaaS delivery and sales – simply code and deploy. LaunchIT adheres to CISA’s Secure by Design guidelines and provides a direct path to FedRAMP compliance-readiness at a fraction of the traditional time and cost required, establishing new, impactful sales opportunities into state and federal government agencies. Built on Zero Trust principles, with integrated CI/CD management, multi-account and multi-region support, comprehensive performance management and observability, full ecommerce support, and GitHub integration, LaunchIT accelerates time to revenue for technology startups, legacy application migrations, enterprise expansions, systems integrations, and independent software development. Get started today with a 15-day free trial.

Protect and optimize mission-critical Kubernetes apps. Fairwinds Insights, a Kubernetes configuration validation tool, monitors your Kubernetes containers and recommends improvements. The software integrates trusted open-source tools, toolchain integrations and SRE expertise, based on hundreds successful Kubernetes deployments. The need to balance the speed of engineering and the reactive pace of security can lead to messy Kubernetes configurations, as well as unnecessary risk. It can take engineering time to adjust CPU or memory settings. This can lead to over-provisioning of data centers capacity or cloud compute. While traditional monitoring tools are important, they don't offer everything necessary to identify and prevent changes that could affect Kubernetes workloads.

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.

Netreo is the best full-stack IT infrastructure management and observation platform. Netreo is a single source for truth for proactive performance monitoring and availability monitoring of large enterprise networks, infrastructure, and applications. Our solution is used by: IT executives should have full visibility of the business service, right down to the infrastructure and network that supports them. IT Engineering departments are used as a decision support system to plan and architect modern solutions. IT Operations teams can have real-time visibility into what is going wrong in their environment, which bottlenecks exist, and who it is affecting. All of these insights are available for systems and vendor mix in large heterogeneous environments that are constantly changing. We have a growing list of vendors that we support (over 350 integrations), including network vendors, storage, virtualization, and servers.

SaltStack is an intelligent IT automation platform that can manage, secure, and optimize any infrastructure--on-prem, in the cloud, or at the edge. It is built on an event-driven automation engine that detects and responds intelligently to any system. This makes it a powerful solution for managing complex environments. SaltStack's new SecOps offering can detect security flaws and mis-configured systems. This powerful automation can detect and fix any issue quickly, allowing you and your team to keep your infrastructure secure, compliant, and up to date. Comply and Protect are both part of the SecOps suite. Comply scans for compliance with CIS, DISA, STIG, NIST and PCI standards. Also, scan your operating system for vulnerabilities and update it with patches and patches.

Execute your code without having to worry about server management, paying solely for the computational resources you actually use. AWS Lambda allows you to run your code without the need for provisioning or overseeing servers, charging you exclusively for the time your code is active. With Lambda, you can deploy code for nearly any kind of application or backend service while enjoying complete freedom from administrative tasks. Simply upload your code, and AWS Lambda handles everything necessary for running and scaling it with exceptional availability. You have the flexibility to set your code to automatically respond to triggers from other AWS services or invoke it directly from any web or mobile application. Furthermore, AWS Lambda efficiently runs your code without the need for you to manage server infrastructure. Just write your code and upload it, and AWS Lambda will take care of the rest. It also automatically scales your application by executing your code in response to each individual trigger, processing them in parallel and adapting precisely to the workload's demands. This level of automation and scalability makes AWS Lambda a powerful tool for developers seeking to optimize their application's performance.

AWS Fargate serves as a serverless compute engine tailored for containerization, compatible with both Amazon Elastic Container Service (ECS) and Amazon Elastic Kubernetes Service (EKS). By utilizing Fargate, developers can concentrate on crafting their applications without the hassle of server management. This service eliminates the necessity to provision and oversee servers, allowing users to define and pay for resources specific to their applications while enhancing security through built-in application isolation. Fargate intelligently allocates the appropriate amount of compute resources, removing the burden of selecting instances and managing cluster scalability. Users are billed solely for the resources their containers utilize, thus avoiding costs associated with over-provisioning or extra servers. Each task or pod runs in its own kernel, ensuring that they have dedicated isolated computing environments. This architecture not only fosters workload separation but also reinforces overall security, greatly benefiting application integrity. By leveraging Fargate, developers can achieve operational efficiency alongside robust security measures, leading to a more streamlined development process.

The Industry Standard Universal Binary Repository Management Manager. All major package types supported (over 27 and growing), including Maven, npm. Python, NuGet. Gradle. Go and Helm, Kubernetes, Docker, as well as integration to leading CI servers or DevOps tools you already use. Additional functionalities include: - High availability that scales to infinity through active/active clustering in your DevOps environment. This scales as your business grows - On-Prem or Cloud, Hybrid, Multi-Cloud Solution - De Facto Kubernetes Registry for managing application packages, operating systems component dependencies, open sources libraries, Docker containers and Helm charts. Full visibility of all dependencies. Compatible with a growing number of Kubernetes cluster provider.

Amazon Elastic Kubernetes Service (EKS) is a comprehensive Kubernetes management solution that operates entirely under AWS's management. High-profile clients like Intel, Snap, Intuit, GoDaddy, and Autodesk rely on EKS to host their most critical applications, benefiting from its robust security, dependability, and ability to scale efficiently. EKS stands out as the premier platform for running Kubernetes for multiple reasons. One key advantage is the option to deploy EKS clusters using AWS Fargate, which offers serverless computing tailored for containers. This feature eliminates the need to handle server provisioning and management, allows users to allocate and pay for resources on an application-by-application basis, and enhances security through inherent application isolation. Furthermore, EKS seamlessly integrates with various Amazon services, including CloudWatch, Auto Scaling Groups, IAM, and VPC, ensuring an effortless experience for monitoring, scaling, and load balancing applications. This level of integration simplifies operations, enabling developers to focus more on building their applications rather than managing infrastructure.

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.

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.

Execute containers without the need to set up Kubernetes virtual machines or clusters. We take care of the software and runtime environment installation, upkeep, and management. This approach allows for a standardized process of generating artifacts (images) within your CI/CD pipeline, eliminating the need for code changes. You can write code in the programming language of your choice and utilize familiar tools for your most complex challenges. Set up pre-configured container instances that are always prepared to meet any demand. This operational method ensures there are no cold starts, enabling rapid processing of workloads. Run containers directly within your VPC network to seamlessly interact with virtual machines and manage databases while maintaining them behind a private network. You’ll only incur costs for serverless data storage and operations, and with our special pricing model, the first 1,000,000 container calls each month are completely free. This way, you can focus on development without worrying about infrastructure overhead.

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.

ArvanCloud CDN consists of tens to PoP sites at important locations around the globe to deliver online content to users, from the nearest geographical point at the highest quality and speed. You can create unlimited cloud servers with ArvanCloud Cloud Computing infrastructure in just a few clicks. You can create multiple cloud storage disks per server and manage your cloud data center communications with Firewall and private or public networks. ArvanCloud allows you secure any type of data stored on Cloud Storage. You can access a reliable storage system anywhere in the world and have no worries about data loss. ArvanCloud Container-Based Platform as a Service conforms to Kubernetes standards. You are only a few commands away from an operational product with ArvanCloud Container-Based Platform as a Service.

The Virtuozzo platform is designed and built as a solution for running your own cloud business. It enables cloud hosting service providers to transform their business to differentiate among competitors by offering heterogeneous infrastructure platform, full-featured DevOps PaaS, containers hosting, a wide variety of packaged clusters (like Magento, WordPress, Kubernetes, replicated SQL and NoSQL databases, etc) and auto-scalable Elastic VPS to their customers. Also, we deliver the required tools to manage the platform, support customers, and monitor ROI growth. Virtuozzo is an industry pioneer who developed the first commercially available container technology 21 years ago. Our technology is used in over one million virtual environments, and we have accumulated over 100 patents to date. Virtuozzo is a large contributor to numerous open-source projects including KVM, Docker, OpenStack, OpenVZ, CRIU and the Linux kernel. These innovations have led to us having a commanding, about 40% market share in VPS hosting globally.

An all-encompassing cloud platform designed to enhance any high-performance computing workflow or workload across various infrastructures. Rescale empowers advancements in science and engineering by simplifying the complexities associated with large-scale computing through smart full-stack automation and the extensive capabilities of hybrid cloud solutions. Leverage the economic advantages of hybrid and multi-cloud environments, utilizing the most recent architectures and performance analytics. Facilitate secure and controlled computing environments for global and multi-business unit organizations, ensuring the highest service standards. Expedite the commercialization of innovative ideas through researcher-focused workflows and collaborative efforts, free from infrastructure concerns. Additional features include robust application and license management, financial budgeting with alert notifications, automated hybrid cloud infrastructure, and established security, access, and compliance protocols. Moreover, harness insights from software and hardware performance as well as intelligence regarding user and simulation workflows to drive efficiency and effectiveness in operations. Ultimately, this platform transforms the way organizations approach high-performance computing and innovation management.

Easily scale your applications from the ground up to a global level without the burden of infrastructure management. With the ability to evolve rapidly, you can utilize a variety of popular programming languages and an array of development tools. Quickly construct and deploy applications using well-known languages or introduce your preferred language runtimes and frameworks. Additionally, you can handle resource management via the command line, troubleshoot source code, and seamlessly run API back ends. This allows you to concentrate on coding while leaving the management of the underlying infrastructure behind. Enhance the security of your applications with features like firewall protections, identity and access management rules, and automatically managed SSL/TLS certificates. Operate within a serverless framework, alleviating concerns about over or under provisioning. App Engine intelligently scales according to your application's traffic and utilizes resources solely when your code is active, ensuring efficiency and cost-effectiveness. This streamlined approach empowers developers to innovate without the constraints of traditional infrastructure challenges.

Rapidly create applications without the hassle of overseeing virtual machines or learning unfamiliar tools—simply deploy your app in a cloud-based container. By utilizing Azure Container Instances (ACI), your attention can shift towards the creative aspects of application development instead of the underlying infrastructure management. Experience an unmatched level of simplicity and speed in deploying containers to the cloud, achievable with just one command. ACI allows for the quick provisioning of extra compute resources for high-demand workloads as needed. For instance, with the aid of the Virtual Kubelet, you can seamlessly scale your Azure Kubernetes Service (AKS) cluster to accommodate sudden traffic surges. Enjoy the robust security that virtual machines provide for your containerized applications while maintaining the lightweight efficiency of containers. ACI offers hypervisor-level isolation for each container group, ensuring that each container operates independently without kernel sharing, which enhances security and performance. This innovative approach to application deployment simplifies the process, allowing developers to focus on building exceptional software rather than getting bogged down by infrastructure concerns.

Movestax is a platform that focuses on serverless functions for builders. Movestax offers a range of services, including serverless functions, databases and authentication. Movestax has the services that you need to grow, whether you're starting out or scaling quickly. Instantly deploy frontend and backend apps with integrated CI/CD. PostgreSQL and MySQL are fully managed, scalable, and just work. Create sophisticated workflows and integrate them directly into your cloud infrastructure. Run serverless functions to automate tasks without managing servers. Movestax's integrated authentication system simplifies user management. Accelerate development by leveraging pre-built APIs. Object storage is a secure, scalable way to store and retrieve files.

AppFactor drastically cuts down both the expenses and manpower typically involved in traditional application modernization efforts. After modernization, our platform enables teams to deploy, manage, and sustain their existing applications in a more streamlined and cost-efficient manner. This not only boosts engineering pace but also enhances vital business applications, fosters innovation, and provides a competitive advantage in the market. Transition legacy applications from physical and virtual servers to a cloud-native format swiftly, initiating an iterative process of architectural modernization, deployment, and ongoing enhancements. Smartly carry over runtime and inter-process connections from various server hosts into cloud-native structures. Expedite the integration of legacy applications into continuous integration and continuous deployment (CI/CD) workflows. Eliminate outdated physical and virtual infrastructure along with the need to upkeep operating systems. Furthermore, ease the cloud migration journey by adopting a gradual modernization approach toward advanced cloud solutions like Kubernetes platforms or Platform as a Service (PaaS), ensuring a smooth transition to the future of application management. Embracing this method not only facilitates immediate gains but also prepares organizations for long-term technological advancements.

Container-based workloads, full GPU support and autoscaling. Custom built solutions. Worker will take care of your jobs so that you can concentrate on your application. Hosted background job solution that allows you to manage your containers with dynamic scale and detailed analytics. You can run short-term containers quickly or containers that need to be used over multiple days. We can help you with any job, no matter how small or large. You can confidently containerize your background tasks. Our shared infrastructure will allow you to run your containers. You can use dedicated hardware to support your workloads. This is a great option if you need consistent performance and throughput. Our autoscale technology allows you to scale up or down depending on your usage. We manage scheduling, authentication, and all other details. You can run workers on your hardware. This is a great option if you have your own infrastructure or have higher security requirements.

Shoreline is the only cloud reliability platform that allows DevOps engineers to build automations in a matter of minutes and fix problems forever. Shoreline’s modern “Operations at the Edge” architecture runs efficient agents in the background of all monitored hosts. Agents run as a DaemonSet on Kubernetes or an installed package on VMs (apt, yum). The Shoreline backend is hosted by Shoreline in AWS, or deployed in your AWS virtual private cloud. Debugging and repairing issues is easy with advanced tooling for your best SREs, Jupyter style notebooks for the broader team, and a platform that makes building automations 30X faster by allowing operators to manage their entire fleet as if it were a single box. Shoreline does the heavy lifting, setting up monitors and building repair scripts, so that customers only need to configure them for their environment.

Knative, initially developed by Google and supported by contributions from more than 50 companies, provides a vital suite of components for creating and operating serverless applications on Kubernetes. It includes capabilities such as scale-to-zero, autoscaling, in-cluster builds, and a robust eventing framework tailored for cloud-native environments. Knative effectively standardizes best practices gleaned from successful Kubernetes-based frameworks, whether deployed on-premises, in the cloud, or within third-party data centers. This platform empowers developers, allowing them to concentrate on writing code and innovating without getting bogged down by the challenging yet mundane aspects of application development, deployment, and management. Additionally, Knative's design fosters a more efficient development process, making it easier to integrate and utilize modern technologies.

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.

You focus on coding while we take care of everything else. Instantly deploy serverless applications around the world to ensure outstanding performance, dependability, and scalability. Say goodbye to the hassle of configuring auto-scaling, managing load balancers, or incurring costs for unused capacity. Your traffic will be automatically distributed and balanced across thousands of servers, allowing you to rest easy while your code adapts seamlessly. Each deployment connects to a network of data centers utilizing V8 isolates, ensuring rapid execution. Your applications benefit from Cloudflare's vast network, which is mere milliseconds away from nearly every internet user. Kick off your project with a template in your preferred programming language to begin developing an app, function, or API quickly. We provide a variety of templates, tutorials, and a command-line interface to get you started efficiently. Unlike many serverless platforms that face cold starts during deployments or spikes in service demand, our Workers execute your code immediately, eliminating delays. You can enjoy the first 100,000 requests each day at no cost, with affordable plans beginning at just $5 for every 10 million requests. With our service, you can focus on your coding goals while we ensure your applications run smoothly and efficiently.

Establish governance policies that effectively manage cloud-native environments while preserving agility and speed. Assign budgets to distinct teams or projects, monitor expenses, regulate resource utilization, and provide immediate notifications for budget exceedances. Oversee the entire asset life cycle, from initiation and ownership to modification and eventual termination. Gain insights into the intricate consumption patterns of resources and the associated costs for decentralized development teams, all while encouraging developers to deliver value with every deployment. It’s essential to ensure that microservices, containers, pods, and Kubernetes clusters operate with optimal resource efficiency, maintaining reliability, availability, and performance standards. Replex facilitates the right-sizing of Kubernetes nodes and cloud instances by leveraging both historical and real-time usage data, serving as a comprehensive repository for all critical performance metrics to enhance decision-making processes. This comprehensive approach ensures that teams can stay on top of their cloud expenses while still fostering innovation and efficiency.

Enhanced operators for enterprise applications feature a comprehensive application graph and declarative integration that caters to both Kubernetes environments and legacy systems. Through Juju operator integration, we can simplify each operator, enabling their composition to form intricate application graph topologies that handle complex scenarios while providing a user-friendly experience with significantly reduced YAML requirements. The UNIX principle of ‘doing one thing well’ is equally applicable in the realm of large-scale operational code, yielding similar advantages in clarity and reusability. The charm of small-scale design is evident here: Juju empowers organizations to implement the operator pattern across their entire infrastructure, including older applications. Model-driven operations lead to substantial savings in maintenance and operational expenses for traditional workloads, all without necessitating a shift to Kubernetes. Once integrated with Juju, legacy applications also gain the ability to operate across multiple cloud environments. Furthermore, the Juju Operator Lifecycle Manager (OLM) uniquely accommodates both containerized and machine-based applications, ensuring smooth interoperability between the two. This innovative approach allows for a more cohesive and efficient management of diverse application ecosystems.

Neon offers a fully managed multi-cloud Postgres solution with an appealing free tier. By decoupling storage from computing, we enable features such as autoscaling, branching, and virtually limitless storage options. This separation allows for on-demand scalability, where compute resources are activated upon an incoming connection and can scale down to zero when idle. Utilizing the "copy-on-write" method, Neon storage supports data branching, online checkpointing, and point-in-time restoration, thus eliminating the costly full-data backup and restore processes typical of conventional database-as-a-service models. With Neon, you can effortlessly branch your Postgres database, catering to contemporary development workflows, and create branches for testing environments as well as for every deployment in your CI/CD pipeline. Our serverless architecture is designed to minimize costs associated with computing and storage. Notably, Neon's autoscaling features help avoid over-provisioning, ensuring you only pay for the resources you actually use, making it a cost-effective choice for developers. This innovative approach transforms how databases are managed and utilized in various development scenarios.

Crossplane is an open-source add-on for Kubernetes that allows platform teams to create infrastructure from various providers while offering higher-level self-service APIs for application teams to utilize, all without requiring any coding. You can provision and oversee cloud services and infrastructure using kubectl commands. By enhancing your Kubernetes cluster, Crossplane delivers Custom Resource Definitions (CRDs) for any infrastructure or managed service. These detailed resources can be combined into advanced abstractions that are easily versioned, managed, deployed, and utilized with your preferred tools and existing workflows already in place within your clusters. Crossplane was developed to empower organizations to construct their cloud environments similarly to how cloud providers develop theirs, utilizing a control plane approach. As a project under the Cloud Native Computing Foundation (CNCF), Crossplane broadens the Kubernetes API to facilitate the management and composition of infrastructure. Operators can define policies, permissions, and other protective measures through a custom API layer generated by Crossplane, ensuring that governance and compliance are maintained throughout the infrastructure lifecycle. This innovation paves the way for streamlined cloud management and enhances the overall developer experience.

Stacktape is a user-friendly cloud framework that eliminates the need for DevOps, making it both robust and accessible. It enables users to develop, deploy, and manage applications seamlessly on AWS, requiring 98% less configuration and no prior DevOps or cloud expertise. Unlike other platforms, Stacktape allows for the deployment of both serverless applications based on AWS Lambda and traditional container-based applications. It boasts support for over 20 infrastructure components, including SQL databases, load balancers, MongoDB Atlas clusters, batch jobs, Kafka topics, Redis clusters, and more. In addition to managing infrastructure, Stacktape simplifies source code packaging, deployment processes, and facilitates both local and remote development. The framework is complemented by a Visual Studio Code extension and a graphical user interface for local development, enhancing user experience. As an Infrastructure as Code (IaaC) solution, Stacktape significantly reduces configuration complexity; for instance, a typical production-grade REST API requires only around 30 lines of configuration, contrasting sharply with the 600-800 lines needed for CloudFormation or Terraform. Furthermore, deploying applications can be accomplished with a single command, whether from a local machine or through a CI/CD pipeline, making the process as streamlined as possible. This ease of use allows developers to focus more on building features rather than managing infrastructure intricacies.

Karpenter streamlines Kubernetes infrastructure by ensuring that the optimal nodes are provisioned precisely when needed. As an open-source and high-performance autoscaler for Kubernetes clusters, Karpenter automates the deployment of necessary compute resources to support applications efficiently. It is crafted to maximize the advantages of cloud computing, facilitating rapid and seamless compute provisioning within Kubernetes environments. By promptly adjusting to fluctuations in application demand, scheduling, and resource needs, Karpenter boosts application availability by adeptly allocating new workloads across a diverse range of computing resources. Additionally, it identifies and eliminates underutilized nodes, swaps out expensive nodes for cost-effective options, and consolidates workloads on more efficient resources, ultimately leading to significant reductions in cluster compute expenses. This innovative approach not only enhances resource management but also contributes to overall operational efficiency within cloud environments.

Improved full-lifecycle cloud native development capabilities empower customers to create future-ready applications. By harnessing the full power of the cloud today, businesses can develop applications designed for tomorrow's needs. Historically, cloud adoption strategies have concentrated on infrastructure and application migration, often neglecting the essential updates needed in the underlying code. Although the cloud has consistently provided advantages like elasticity and scalability, its complete potential can only be realized when the application code is modernized. Embracing cloud native technologies and contemporary architectures enables the development of modern applications that tap into the cloud's full capabilities, enhance agility, and expedite innovation. Create self-healing and auto-scaling applications that are free from server constraints. Serverless architectures not only optimize efficiency and cost but also delegate the majority of infrastructure and software management tasks to the platform, resulting in a more streamlined development process. This shift allows organizations to focus on innovation rather than infrastructure, paving the way for groundbreaking advancements.

Execute code within a secure, resilient, and automatically scalable framework without the need to create or manage virtual machines. As the demand for function executions rises, the service dynamically provisions extra instances of your function to handle the increased load. All functions operate concurrently, and the runtime environment is distributed across three availability zones to maintain service continuity even if one zone experiences issues. You can set up and ready function instances to handle incoming requests efficiently, which helps to eliminate cold starts and allows for the rapid processing of workloads of any magnitude. Grant your functions access to your Virtual Private Cloud (VPC) to enhance communication with private resources, including database clusters, virtual machines, and Kubernetes nodes. Additionally, Serverless Functions monitors and logs details about function executions, providing insights into operational flow and performance metrics; you also have the option to specify logging methods within your function's code. Furthermore, you can initiate cloud functions in both synchronized mode and with delayed execution capabilities for greater flexibility. This approach allows for streamlined processes that can adapt to varying workloads efficiently.

We developed a containerization platform entirely in Rust, aiming to achieve the quickest cold-start times possible. It allows you to scale seamlessly from hundreds of GPUs down to zero within seconds, ensuring that you only pay for the resources you utilize. You can deploy functions to the cloud in mere seconds while accommodating custom container images and specific hardware needs. Forget about writing YAML; our system simplifies the process. Startups and researchers in academia are eligible for free compute credits up to $25,000 on Modal, which can be applied to GPU compute and access to sought-after GPU types. Modal continuously monitors CPU utilization based on the number of fractional physical cores, with each physical core corresponding to two vCPUs. Memory usage is also tracked in real-time. For both CPU and memory, you are billed only for the actual resources consumed, without any extra charges. This innovative approach not only streamlines deployment but also optimizes costs for users.

Cloud Foundry simplifies and accelerates the processes of building, testing, deploying, and scaling applications while offering a variety of cloud options, developer frameworks, and application services. As an open-source initiative, it can be accessed through numerous private cloud distributions as well as public cloud services. Featuring a container-based architecture, Cloud Foundry supports applications written in multiple programming languages. You can deploy applications to Cloud Foundry with your current tools and without needing to alter the code. Additionally, CF BOSH allows you to create, deploy, and manage high-availability Kubernetes clusters across any cloud environment. By separating applications from the underlying infrastructure, users have the flexibility to determine the optimal hosting solutions for their workloads—be it on-premises, public clouds, or managed infrastructures—and can relocate these workloads swiftly, typically within minutes, without any modifications to the applications themselves. This level of flexibility enables businesses to adapt quickly to changing needs and optimize resource usage effectively.

Sandboxed containers and virtual private cloud (VPC) configurations facilitate network isolation, thereby safeguarding application runtimes. SAE offers robust solutions geared towards high availability for large-scale events, which necessitate exact capacity management, extensive scalability, along with service throttling and degradation. Fully-managed Infrastructure as a Service (IaaS) utilizing Kubernetes clusters presents cost-effective options for businesses. SAE is capable of scaling in mere seconds while enhancing the efficiency of runtimes and expediting Java application initialization. The One-Stop Platform as a Service (PaaS) encompasses seamlessly integrated basic services, microservices, and DevOps tools. SAE also supports comprehensive lifecycle management for applications, allowing the implementation of various release strategies, including phased and canary releases. Furthermore, it accommodates a traffic-ratio-based canary release model, ensuring that the entire release process is fully observable and can be easily reverted if necessary. This comprehensive approach not only streamlines deployment but also enhances overall operational resilience.

The Percona Kubernetes Opera for Percona XtraDB Cluster and Percona Server For MongoDB automates the creation of, alteration or deletion of members within your Percona XtraDB Cluster and Percona Serverfor MongoDB environments. It can be used for creating a Percona XtraDB Cluster, Percona Server For MongoDB replica set or scaling an existing environment. The Operator contains all required Kubernetes settings for a consistent Percona XtraDB cluster or Percona Server to MongoDB instance. The Percona Kubernetes Operators follow best practices in the configuration and setup of a Percona XtraDB cluster or Percona Server to MongoDB replica set. The Operator has many benefits, but the most important is to save time and provide a consistent, vetted environment.

IBM Cloud® Kubernetes Service offers a certified and managed Kubernetes platform designed for the deployment and management of containerized applications on IBM Cloud®. This service includes features like intelligent scheduling, self-healing capabilities, and horizontal scaling, all while ensuring secure management of the necessary resources for rapid deployment, updating, and scaling of applications. By handling the master management, IBM Cloud Kubernetes Service liberates users from the responsibilities of overseeing the host operating system, the container runtime, and the updates for the Kubernetes version. This allows developers to focus more on building and innovating their applications rather than getting bogged down by infrastructure management. Furthermore, the service’s robust architecture promotes efficient resource utilization, enhancing overall performance and reliability.

Infrastructure as Code has evolved to allow for the creation, deployment, and management of cloud infrastructure using well-known programming languages and tools. With a unified workflow across multiple cloud platforms, you can utilize the same language and tools no matter where your resources are hosted. Collaboration between developers and operators is streamlined, fostering a harmonious engineering environment. Continuous delivery becomes simple, as you can deploy from the command line or integrate with your preferred CI/CD systems, while also having the ability to review all changes prior to implementation. Navigating through complexity is made easier with enhanced visibility across all environments, allowing for more effective management. You can maintain security and audit trails by tracking who made changes, when alterations occurred, and the reasons behind them, all while enforcing deployment policies through your chosen identity provider. Secrets management is simplified with built-in encrypted configurations to keep sensitive information secure. Define your infrastructure in various familiar programming languages such as JavaScript, TypeScript, Python, Go, or any .NET language like C#, F#, and VB. Utilize your preferred development tools, IDEs, and testing frameworks to enhance productivity. Furthermore, you can codify and share best practices and policies, fostering a culture of reuse and efficiency within your team. This approach not only increases operational effectiveness but also empowers teams to innovate continuously.

AWS App2Container (A2C) serves as a command line utility designed to facilitate the migration and modernization of Java and .NET web applications into containerized formats. This tool systematically evaluates and catalogs applications that are hosted on bare metal servers, virtual machines, Amazon Elastic Compute Cloud (EC2) instances, or within cloud environments. By streamlining the development and operational skill sets, organizations can significantly reduce both infrastructure and training expenses. The modernization process is accelerated through the tool's capability to automatically analyze applications and generate container images without requiring code modifications. It enables the containerization of applications that reside in on-premises data centers, thereby enhancing deployment consistency and operational standards for legacy systems. Additionally, users can leverage AWS CloudFormation templates to set up the necessary computing, networking, and security frameworks. Moreover, A2C supports the utilization of pre-established continuous integration and delivery (CI/CD) pipelines for AWS DevOps services, further simplifying the deployment process and ensuring a more efficient workflow. Ultimately, AWS A2C empowers businesses to transition smoothly into the cloud, fostering innovation and agility in their application management.

A pay-as-you-go security and observability software-as-a-service (SaaS) solution designed for containers, Kubernetes, and cloud environments provides users with a real-time overview of service dependencies and interactions across multi-cluster, hybrid, and multi-cloud setups. This platform streamlines the onboarding process and allows for quick resolution of Kubernetes security and observability challenges within mere minutes. Calico Cloud represents a state-of-the-art SaaS offering that empowers organizations of various sizes to secure their cloud workloads and containers, identify potential threats, maintain ongoing compliance, and address service issues in real-time across diverse deployments. Built upon Calico Open Source, which is recognized as the leading container networking and security framework, Calico Cloud allows teams to leverage a managed service model instead of managing a complex platform, enhancing their capacity for rapid analysis and informed decision-making. Moreover, this innovative platform is tailored to adapt to evolving security needs, ensuring that users are always equipped with the latest tools and insights to safeguard their cloud infrastructure effectively.

Kubernetes-as-a-Service offers a seamless experience across multi-cloud, on-premises, and edge environments. It combines the convenience of public cloud solutions with the flexibility of do-it-yourself setups, all backed by a team of 100% Certified Kubernetes Administrators. This service addresses the challenge of talent shortages while ensuring a robust 99.9% uptime, automatic upgrades, and scaling capabilities, thanks to expert management. By opting for this solution, you can secure your cloud-native journey with ready-to-use integrations for edge computing, multi-cloud environments, and data centers, complete with auto-provisioning features. Deploying Kubernetes clusters takes mere minutes, facilitated by an extensive array of pre-built cloud-native services and infrastructure plugins. Additionally, you receive support from Cloud Architects for design, onboarding, and integration tasks. PMK functions as a SaaS managed service that seamlessly integrates with your existing infrastructure to create Kubernetes clusters swiftly. Each cluster is pre-equipped with monitoring and log aggregation capabilities, ensuring compatibility with all your current tools, allowing you to concentrate solely on application development and innovation. This approach not only streamlines operations but also enhances overall productivity and agility in your development processes.