Alternatives to Rocky Linux

Greater security. More packages. Newer tools. All your open source software, from cloud to edge. Secure your open source apps. For CVE compliance, patch the entire stack, including libraries and applications. Auditors and governments have certified Ubuntu for FedRAMP and FISMA. Rethink the possibilities with Linux and open-source. Canonical is engaged by companies to reduce open-source operating costs. Automate everything: multicloud operations, bare-metal provisioning, edge clusters, and IoT. Ubuntu is the perfect platform for anyone who needs a powerful machine to do their work, including a mobile app developer, engineer manager, music or video editor, or financial analyst with large-scale models. Because of its reliability, versatility, continually updated features, extensive developer libraries, and widespread use, Ubuntu is used by thousands around the globe.

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

Use high-performance Linux to run all your cloud-based and enterprise applications. Amazon Linux 2 is an operating system for Linux from Amazon Web Services. It provides a stable, high-performance, security-focused execution environment for developing and running cloud applications. Amazon Linux 2 comes at no extra cost. AWS provides Amazon Linux 2 with ongoing security and maintenance updates. Amazon Linux 2 is optimized for performance and includes support for the latest Amazon EC2 capabilities. It includes packages to ease integration with AWS Services. Amazon Linux 2 provides long-term support. Developers, IT administrators and ISVs can enjoy the predictability and stability that comes with a Long-Term Support (LTS), but still have access to the most recent versions of popular software.

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

Bright Cluster Manager offers a variety of machine learning frameworks including Torch, Tensorflow and Tensorflow to simplify your deep-learning projects. Bright offers a selection the most popular Machine Learning libraries that can be used to access datasets. These include MLPython and NVIDIA CUDA Deep Neural Network Library (cuDNN), Deep Learning GPU Trainer System (DIGITS), CaffeOnSpark (a Spark package that allows deep learning), and MLPython. Bright makes it easy to find, configure, and deploy all the necessary components to run these deep learning libraries and frameworks. There are over 400MB of Python modules to support machine learning packages. We also include the NVIDIA hardware drivers and CUDA (parallel computer platform API) drivers, CUB(CUDA building blocks), NCCL (library standard collective communication routines).

Dedicated and virtual servers. We are the best choice for your business success because we offer unparalleled scalability, tailored solutions and a wide range of services.

TrinityX, an open-source cluster management system created by ClusterVision to provide 24/7 oversight of High-Performance Computing and Artificial Intelligence environments. It provides a reliable, SLA-compliant system of support, allowing users the freedom to focus on their research, while still managing complex technologies like Linux, SLURM CUDA, InfiniBand Lustre and Open OnDemand. TrinityX simplifies cluster deployment with an intuitive interface that guides users step-bystep in configuring clusters for diverse purposes such as container orchestration, HPC and InfiniBand/RDMA. The BitTorrent protocol enables rapid deployment and setup of AI/HPC Nodes. The platform offers a dashboard that provides real-time insights on cluster metrics, resource usage, and workload distribution. This allows for the identification of bottlenecks, and optimizes resource allocation.

Azure high-performance computing (HPC). Power breakthrough innovations, solve complicated problems, and optimize compute-intensive workloads. A full stack solution designed for HPC allows you to run and build your most demanding workloads on the cloud. Azure Virtual Machines deliver supercomputing, interoperability and near-infinite scaling for compute-intensive workloads. Azure AI and analytics are industry-leading services that empower decision-making and deliver the next-generation AI. Multilayered, built-in privacy and security features help you secure your data and applications while ensuring compliance.

The ultimate full-stack clustering solution that allows you to manage and scale clusters with ease and control. Qlustar provides unmatched simplicity and robust capability to your HPC and AI environments. Qlustar offers a seamless cluster operation, from bare-metal installations with the Qlustar Installer to seamless cluster operations. Setup and manage your clusters in an unmatched manner. Designed to grow along with your needs and handle even the most complex workloads without any hassle. Designed for speed, reliability and resource efficiency. Upgrade your OS, manage security patches and avoid reinstallations. Regular updates protect your clusters from vulnerabilities. Qlustar optimizes computing power to deliver peak efficiency in high-performance computing environments. Our solution provides robust workload management, high availability built-in, and an intuitive user interface for streamlined operations.

AWS ParallelCluster, an open-source tool for cluster management, simplifies the deployment of High-Performance Computing clusters (HPC) on AWS. It automates resource setup, including compute nodes and a shared filesystem. It also supports multiple instance types and queues for job submission. ParallelCluster can be accessed via a graphical interface, command line interface, or API. This allows for flexible cluster management and configuration. The tool integrates with AWS Batch and Slurm to facilitate seamless migration of HPC workloads into the cloud. AWS ParallelCluster comes at no extra cost; users pay only for the AWS resources used by their applications. AWS ParallelCluster allows you to use a simple text document to model, provision and dynamically scale resources for your applications. This can be done in an automated, secure and automated manner.

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

The integrated system management solution for Linux®, high-performance computing (HPC), clusters is offered by HPE Performance Cluster Manager (HPCM). HPE Performance Cluster Manager offers complete provisioning, management and monitoring of clusters that scale up to Exascale-sized supercomputers. The software allows for fast system setup starting from bare metal, comprehensive hardware monitoring, management, software updates, power management and cluster health management. It makes scaling HPC clusters faster and more efficient, and integrates with a variety of third-party tools to manage and run workloads. HPE Performance Cluster Manager cuts down on the time and effort required to administer HPC systems. This results in lower total cost of ownership, increased productivity, and a higher return on investment.

Fuzzball speeds up innovation for researchers and scientist by eliminating the burdens associated with infrastructure provisioning and administration. Fuzzball optimizes the design and execution of high-performance computing workloads. A user-friendly GUI to design, edit, and execute HPC jobs. CLI allows for comprehensive control and automation of HPC tasks. Automated data entry and exit with full compliance logs. Native integration with GPUs, on-prem storage and cloud storage. Workflow files that are portable and readable by humans. CIQ's Fuzzball modernizes HPC by using an API-first and container-optimized architectural approach. It is based on Kubernetes and provides all of the security, performance and stability found in modern infrastructure and software. Fuzzball abstracts infrastructure and automates complex workflows to drive greater efficiency and collaboration.

Warewulf, a cluster management system and provisioning tool, has been a pioneer in stateless node-management for more than two decades. It allows provisioning containers directly on bare metal hardware, at scales ranging from 10s to 10,000s of compute systems, while maintaining simplicity and versatility. The platform is extensible and allows users to modify the default functionalities and images of nodes to suit different clustering use cases. Warewulf provides stateless provisioning using SELinux and per-node asset keys-based provisioning. It also offers access controls to ensure secure deployments. Its minimal requirements, ease of customization, integration, and optimization make it accessible to a wide range of industries. Warewulf is a highly successful HPC cluster platform that is used across many sectors. It's supported by OpenHPC, and has contributors from around the world. Easy to start, easy to customize and integrate, minimal system requirements.

NVIDIA Base command manager offers end-to-end management and fast deployment for heterogeneous AI clusters and high-performance computing at the edge, data center and in multi-cloud and hybrid environments. It automates provisioning and management of clusters from a few nodes up to hundreds of thousands of nodes, supports NVIDIA GPU accelerated systems and other systems and enables orchestration using Kubernetes. The platform integrates Kubernetes to orchestrate workloads and provides tools for infrastructure monitoring and workload management. Base Command Manager has been optimized for accelerated computing environments and is suitable for diverse HPC workloads. It is available on NVIDIA DGX Systems and as part the NVIDIA AI enterprise software suite. NVIDIA Base Command Manager allows you to quickly build and manage high-performance Linux clusters for HPC, machine learning and analytics applications.

Do not settle for the standard security, throughput, and cost of your existing web application framework. JAVA EE 7 certified, JEUS 8 is the web application server. JEUS is a platform that allows you to develop, execute and manage web applications. It can quickly and easily create cloud environments and perform large transactions. WebtoB is a next-generation web server that solves structural problems in existing web servers. WebtoB offers enhanced security, error handling, and massive-scale transaction processing. These products can be used together to improve performance and reduce network traffic when they are deployed on different servers.

The Nimbix Supercomputing Suite offers a range of high-performance computing (HPC), as-a-service solutions that are flexible and secure. This as-a service model for HPC, AI and Quantum in cloud gives customers access to one the largest HPC and supercomputing portfolios. It includes hardware, bare metal-as a service, and the democratization and use of advanced computing in cloud across public and privately owned data centers. HyperHub Application Marketplace is our high-performance marketplace that offers over 1,000 applications and workflows. For the best infrastructure and on-demand scalability and convenience, BullSequana HPC server can be used as bare metal. Federated supercomputing-as-a-service offers a unified service console to manage all compute zones and regions in a public or private HPC, AI, and supercomputing federation.

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

xCAT is an open-source tool that automates the deployment, scaling and management of virtual machines and bare metal servers. It provides comprehensive management capabilities for high performance computing clusters. This includes render farms, grids and web farms. xCAT is an extensible framework based upon years of system administration experience. It allows administrators to discover hardware servers and execute remote system management. They can also provision operating systems in virtual or physical machines, both in diskless and disk mode, install and configure applications, and perform system management in parallel. The toolkit is compatible with ppc64le architectures, such as x86_64 and ppc64, and supports a variety of operating systems including Red Hat Ubuntu SUSE and CentOS. It integrates management protocols such as IPMI, HMC FSP and OpenBMC to facilitate remote console access.

AWS High Performance Computing services (HPC) enable users to execute large-scale simulators and deep-learning workloads in the cloud. They provide virtually unlimited compute capacity and high-performance file system, as well as high-throughput network. This suite of services accelerates the innovation process by providing a wide range of cloud-based applications, including machine learning, analytics, and rapid design and testing. On-demand access to computing resources maximizes operational efficiency, allowing users the freedom to solve complex problems without the limitations of traditional infrastructure. AWS HPC includes Elastic Fabric Adapter for low-latency and high-bandwidth networks, AWS Batch to scale computing jobs, AWS ParallelCluster to simplify cluster deployment, as well as Amazon FSx, a high-performance file system. These services provide a flexible, scalable environment that is tailored to diverse HPC workloads.

Elastic Fabric Adapter is a network-interface for Amazon EC2 instances. It allows customers to run applications that require high levels of internode communication at scale. Its custom-built OS bypass hardware interface improves the performance of interinstance communications which is crucial for scaling these applications. EFA allows High-Performance Computing applications (HPC) using the Message Passing Interface, (MPI), and Machine Learning applications (ML) using NVIDIA's Collective Communications Library, (NCCL), to scale up to thousands of CPUs and GPUs. You get the performance of HPC clusters on-premises, with the elasticity and flexibility on-demand of AWS. EFA is a free networking feature available on all supported EC2 instances. Plus, EFA works with the most common interfaces, libraries, and APIs for inter-node communication.

Amazon EC2 instances P4d deliver high performance in cloud computing for machine learning applications and high-performance computing. They offer 400 Gbps networking and are powered by NVIDIA Tensor Core GPUs. P4d instances offer up to 60% less cost for training ML models. They also provide 2.5x better performance compared to the previous generation P3 and P3dn instance. P4d instances are deployed in Amazon EC2 UltraClusters which combine high-performance computing with networking and storage. Users can scale from a few NVIDIA GPUs to thousands, depending on their project requirements. Researchers, data scientists and developers can use P4d instances to build ML models to be used in a variety of applications, including natural language processing, object classification and detection, recommendation engines, and HPC applications.

IBM Spectrum LSF Suites are a workload manager and job scheduler designed for distributed high-performance computation (HPC). Terraform-based automated provisioning and configuration of resources for an IBM Spectrum LSF cluster on IBM Cloud are available. Our integrated solution for mission critical HPC environments increases user productivity and hardware usage while reducing management costs. The heterogeneous architecture is highly scalable and supports high-throughput workloads and traditional high-performance computing. It is also suitable for containerized, big data, GPU machine-learning, and cognitive workloads. IBM Spectrum LSF Suites' dynamic HPC cloud support allows organizations to intelligently utilize cloud resources based upon workload demand. It supports all major cloud providers. Use advanced workload management with policy-driven schedules, including GPU scheduling and a dynamic hybrid cloud to add capacity as needed.

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

AWS Parallel Computing Service is a managed service which simplifies the running and scaling of high-performance computing workloads, and building scientific and engineering model on AWS with Slurm. It allows users to create complete, elastic environments that integrate storage, networking, computing, and visualization tools. This allows them to focus on their research and innovation, without having to worry about infrastructure management. AWS PCS provides managed updates and integrated observability features to enhance cluster operations and maintenance. Users can deploy HPC clusters that are scalable, secure, and reliable using the AWS Management Console (AWS CLI), AWS SDK, or AWS Command Line Interface. The service supports a variety of use cases including tightly coupled workloads such as computer-aided design, high-throughput computations like genomics analysis, GPU-accelerated computing, and custom silicon, like AWS Trainium or AWS Inferentia.

OpenSVC is a free software solution that provides tools for service mobility and clustering, container orchestration and management, configuration management, as well as comprehensive infrastructure auditing. The platform consists of two main components. The agent acts as a clusterware, container orchestrator and configuration manager. It facilitates the deployment, management and scaling of services in diverse environments including on-premises virtual machines and cloud instances. It supports a variety of operating systems, including Unix, Linux BSD, macOS and Windows. It also offers features such as cluster DNS, backend networking, ingress gateways and scalers. The collector aggregates the data reported by agents, and fetches all information from site infrastructure, such as networks, SANs and storage arrays. It is a flexible, reliable and secure data storage.

Simple Application Server is a new generation of computing service that can be used to run standalone applications. It allows for one-click application deployment, and supports all-in-1 services like domain name resolution, website publication, security, O&M and application management. This makes it easy for beginners to use cloud computing products and optimizes the user experience when setting up simple applications.

Arista Extensible Operating System® is the heart of Arista cloud networking solutions. It allows for next-generation cloud networks and data centers. Cloud architectures built using Arista EOS can scale to hundreds of thousands storage and compute nodes, with provisioning and management capabilities that work at scale. EOS's programmability allows for a variety of software applications that provide workflow automation, high availability and unprecedented network visibility and analysis. It also facilitates rapid integration with a wide range third-party applications for virtualization management, automation, orchestration and automation services. Arista EOS, a fully-programmable, modular, Linux-based network operating system, uses familiar industry standard CLI. It runs a single binary image across all Arista switching families.

Advanced web services platform for admin, deployment, and operation. Enterprise-grade "virtual cloud" platform. Multiple servers, complex deployments and geo-spanning. Hypervisors of the latest spec and expandable SSD block storage. Websites, web apps and web services can be built on a solid platform. Large, custom-sized virtual server support, which can be adjusted at any time. Uses the latest specification Hypervisors and expandable SSD block storage to handle heavy workloads. Next-generation platform for rapid deployment and operation of critical applications. Superior Vertical/Horizontal autoscaling. Strong Java, PHP and Ruby support. Our platforms include optional services that can be added to help ensure security, performance and uptime. We can provide customized solutions to meet your needs. We can help you with your data protection, VPN, high-uptime, backup, and VPN needs.

Amazon Elastic Compute Cloud's (Amazon EC2) instances P5 powered by NVIDIA Tensor core GPUs and P5e or P5en instances powered NVIDIA Tensor core GPUs provide the best performance in Amazon EC2 when it comes to deep learning and high-performance applications. They can help you accelerate the time to solution up to four times compared to older GPU-based EC2 instance generation, and reduce costs to train ML models up to forty percent. These instances allow you to iterate faster on your solutions and get them to market quicker. You can use P5,P5e,and P5en instances to train and deploy increasingly complex large language and diffusion models that power the most demanding generative artificial intelligent applications. These applications include speech recognition, video and image creation, code generation and question answering. These instances can be used to deploy HPC applications for pharmaceutical discovery.

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

Welcome to the OpenHPC website. OpenHPC was created as a collaborative community effort to gather a number common ingredients needed to deploy and manage High Performance Computing Linux clusters. These include provisioning tools and resource management, I/O Clients, development tools and a variety scientific libraries. OpenHPC packages have been built with HPC integration and reuse in mind. Over time, the HPC community will also identify and develop abstractions interfaces between key component to further enhance modularity. The community is made up of representatives from many sources, including software vendors and equipment manufacturers, as well as research institutions, supercomputing centers, and other organizations. This community integrates a variety of components that are widely used in HPC systems, and are available for free open source distribution.

Red Hat Advanced Cluster Management with Kubernetes allows you to manage clusters and applications using a single console. It also includes built-in security policies. Red Hat OpenShift can be extended by deploying applications, managing multiple clusters and enforcing policy across multiple clusters. Red Hat's solution monitors usage, ensures compliance and maintains consistency. Red Hat Advanced Cluster Management is included in Red Hat OpenShift Plus. This complete set of powerful and optimized tools will help you secure, manage, and protect your apps. Manage any Kubernetes Cluster in your fleet and run your operations anywhere Red Hat OpenShift is running. Self-service provisioning speeds up application development pipelines. Distributed clusters can be used to deploy cloud-native and legacy applications. Self-service cluster deployment automates the delivery of applications, freeing up IT departments.

Foundry is the next generation of public cloud powered by an orchestration system that makes it as simple as flicking a switch to access AI computing. Discover the features of our GPU cloud service designed for maximum performance. You can use our GPU cloud services to manage training runs, serve clients, or meet research deadlines. For years, industry giants have invested in infra-teams that build sophisticated tools for cluster management and workload orchestration to abstract the hardware. Foundry makes it possible for everyone to benefit from the compute leverage of a twenty-person team. The current GPU ecosystem operates on a first-come-first-served basis and is fixed-price. The availability of GPUs during peak periods is a problem, as are the wide differences in pricing across vendors. Foundry's price performance is superior to anyone else on the market thanks to a sophisticated mechanism.

IBM®, z/OS®, brings the computing power of the IBM Z(r platform to your business transformation and accelerates innovation. Your organization will have the environment you need to meet future challenges and improve performance on mission-critical workloads. An operating system that is highly secure and scalable for mission-critical applications. The new IBM®, z16™, platform accelerates decision speed, protects your business from threats, and modernizes for hybrid clouds. IBM z/OS V2.5 allows for innovative development to support hybrid cloud, AI business applications, and next-level technologies for security. New z/OS capabilities are made available every quarter through a continuous delivery model. This has no impact on stability, cost, complexity, or cost. Rapid application development and provisioning for hybrid clouds. Modern and simplified experience for easy installation, management, and so on.

From datacenter to cloud to edge, Rancher lets you deliver Kubernetes-as-a-Service. Rancher is a complete stack of software for teams that adopt containers. It addresses the security and operational challenges associated with managing multiple Kubernetes clusters. It also provides DevOps teams integrated tools to run containerized workloads. Rancher's open-source software allows you to run Kubernetes anywhere, from the edge to the cloud to the datacenter. Rancher is a great choice compared to other Kubernetes management platforms. You don't have to figure Kubernetes by yourself. Rancher is an open-source software with a large user base. Rancher Labs builds software that helps enterprises deliver Kubernetes-as-a-Service across any infrastructure. Our community is familiar with the fact that we can provide world-class support when Kubernetes workloads are running in mission-critical environments.

SUSE Rancher Prime is designed to meet the needs of DevOps teams who deploy applications using Kubernetes, and IT operations that deliver enterprise-critical services. SUSE Rancher Prime is compatible with any CNCF-certified Kubernetes Distribution. RKE is available for on-premises workloads. We support all public cloud distributions including EKS AKS and GKE. We offer K3s at the edge. SUSE Rancher prime provides easy, consistent cluster operation, including provisioning and version management, visibility, diagnostics, monitoring, alerting and centralized audit. SUSE Rancher Prime automates processes and applies a consistent security and user access policy to all clusters, regardless of where they are running. SUSE Rancher Prime offers a wide range of services to build, deploy, and scale containerized applications. These include app packaging, CI/CD and monitoring.

Tungsten Clustering is the only fully-integrated, fully-tested, fully-tested MySQL HA/DR and geo-clustering system that can be used on-premises or in the cloud. It also offers industry-leading, fastest, 24/7 support for Percona Server, MariaDB and MySQL applications that are business-critical. It allows businesses that use business-critical MySQL databases to achieve cost-effective global operations with commercial-grade high availabilty (HA), geographically redundant disaster relief (DR), and geographically distributed multimaster. Tungsten Clustering consists of four core components: data replication, cluster management, and cluster monitoring. Together, they handle all of the messaging and control of your Tungsten MySQL clusters in a seamlessly-orchestrated fashion.

Fermilab sponsors Scientific Linux. Our primary user base is the High Energy and High Intensity Physics community. Our users come from many industries, with different use cases, all over the world, and sometimes even off it! Scientific Linux is a rebuilt of Red Hat Enterprise Linux (property Red Hat Inc NYSE.RHT). Informally, we call them "The upstream vendor" or "TUV". TUV is used to indicate that Scientific Linux is not affiliated, supported, or sanctioned in any way by upstream. We hope to make this distinction as obvious as possible by not using their names. Provides a stable, scalable and extensible operating system that supports scientific computing. Provides methods and procedures to enable scientific research. To prepare the next generation of computing platforms, we encourage the free exchange and implementation of ideas, designs, as well as implementations.

Deploy and Orchestrate Applications on a Managed Kubernetes Platform with centralized, SaaS based management of distributed apps with a single-pane of glass and rich observeability. Simplify deployments by managing them as a single instance across on-prem cloud and edge locations. With a single Kubernetes-compatible API, you can manage and scale applications across multiple clusters (customer sites, F5 Distributed cloud Regional Edge or customer sites) with ease. Deploy, deliver and secure applications across all locations in a single "virtual location". Distributed applications can be deployed, secured, and operated with production grade Kubernetes, no matter where they are located, from the public cloud to the edge. Secure K8s Gateway for zero-trust security from the cluster to the ingress services, including WAAP, network and application firewall, and service policies management.

Kao Data is a leader in the industry. It pioneered the development and operation data centres designed for AI and advanced computing. We provide our customers a secure, scalable, and sustainable computing environment with a hyperscale platform. Kao Data is a leader in the industry for developing and operating data centres designed for AI and advanced computing. Our Harlow campus is the UK's top choice for high-density, GPU-powered computing. We can help you realize your hybrid AI and HPC goals with rapid on-ramps to all major cloud providers.

There is no need to modify your code or the way that you build it. Profiling of applications that run on multiple servers and multiple processes. Clear views of bottlenecks in I/O in computing, in a thread or in multi-process activity. Deep insight into the actual instruction types of processors that impact your performance. To see memory usage over time, you can find high watermarks or changes across the entire memory footprint. Arm MAP is a unique, scalable, low-overhead profiler that can be used standalone or as part the Arm Forge profile and debug suite. It allows server and HPC developers to speed up their software by revealing the root causes of slow performance. It can be used on multicore Linux workstations as well as supercomputers. With a typical runtime overhead of 5%, you can profile the test cases you care about most. The interactive user interface was designed for developers and computational scientists.

Arm Allinea Studio provides a suite of tools to develop server and HPC applications for Arm-based platforms. It includes Arm-specific libraries and compilers, as well as debugging and optimization tools. Arm Performance Libraries are optimized core math libraries that can be used to run high-performance computing applications on Arm processors. These routines are available via both Fortran and C interfaces. Arm Performance Libraries are built using OpenMP across many BLAS and LAPACK, FFT and sparse procedures to maximize your performance when working in multi-processor environments.

Slurm Workload Manager (formerly Simple Linux Utility for Resource Management, or SLURM) is a free and open-source cluster management system for Linux-like kernels. It is designed to manage computing jobs on high-performance computing (HPC), high throughput computing environments (HTC), and is used by most supercomputers and computer groups around the world.

NVIDIA GPU Cloud is a GPU-accelerated cloud platform that is optimized for scientific computing and deep learning. NGC is responsible for a catalogue of fully integrated and optimized deep-learning framework containers that take full benefit of NVIDIA GPUs in single and multi-GPU configurations.

Amazon EC2 UltraClusters allow you to scale up to thousands of GPUs and machine learning accelerators such as AWS trainium, providing access to supercomputing performance on demand. They enable supercomputing to be accessible for ML, generative AI and high-performance computing through a simple, pay-as you-go model, without any setup or maintenance fees. UltraClusters are made up of thousands of accelerated EC2 instance co-located within a specific AWS Availability Zone and interconnected with Elastic Fabric Adapter networking to create a petabit scale non-blocking network. This architecture provides high-performance networking, and access to Amazon FSx, a fully-managed shared storage built on a parallel high-performance file system. It allows rapid processing of large datasets at sub-millisecond latency. EC2 UltraClusters offer scale-out capabilities to reduce training times for distributed ML workloads and tightly coupled HPC workloads.

Cloud-integrated hybrid storage can be created that integrates with your existing network-attached storage and Azure Blob Storage. This appliance optimizes data access in your datacenter, in Azure or across a wide area network (WAN). Microsoft Azure FXT Edge filter is a combination of software and hardware. It provides high throughput and low latency to support hybrid storage infrastructure that supports high-performance computing (HPC). Scale-out clustering allows for non-disruptive NAS performance scale-up. To scale to millions of IOPS, and hundreds of gigabytes/s, join up to 24 FXT cluster nodes. Azure FXT Edge filter is the best choice for file-based workloads that require performance and scale. Azure FXT Edge Filer makes it easy to manage data storage. To keep your data accessible and available with minimal latency, you can transfer aging data to Azureblob Storage. Balance cloud and on-premise storage

Intel®, DevCloud provides free access to a variety of Intel®, architectures. This allows you to get hands-on experience using Intel®, software, and execute your edge and AI, high-performance computing, (HPC) and rendering workloads. You have all the tools and libraries you need to accelerate your learning and project prototyping with preinstalled Intel®. optimized frameworks, tools and libraries. Freely learn, prototype, test, run and manage your workloads on a cluster with the latest Intel®, hardware and software. A new collection of curated experiences will help you learn, including market vertical samples and Jupyter Notebook tutorials. You can build your solution in JupyterLab, test it with bare metal, or create a containerized solution. You can quickly bring it to Intel DevCloud to be tested. Use the deep learning toolbench to optimize your solution for a specific target device edge. Take advantage of the new, stronger telemetry dashboard.

High-performance computing is the heart of AI, machine learning and deep learning applications. The Intel® oneAPI HPC Toolkit is a toolkit that allows developers to create, analyze, optimize and scale HPC applications using the most recent techniques in vectorization and multithreading, multi-node paralelization, memory optimization, and multi-node parallelization. This toolkit is an extension to the Intel(r] oneAPI Base Toolkit. It is required for full functionality. Access to the Intel(r?) Distribution for Python*, Intel(r] oneAPI DPC++/C++ C compiler, powerful data-centric library and advanced analysis tools are all included. You get everything you need to optimize, test, and build your oneAPI projects. An Intel(r] Developer Cloud account gives you 120 days access to the latest Intel®, hardware, CPUs and GPUs as well as Intel oneAPI tools, frameworks and frameworks. No software downloads. No configuration steps and no installations

IBM z/VM, an operating system that includes a security-rich hypervisor and virtualization technologies, is designed to run virtual machines such as Linux and z/OS virtual machines and Red Hat OpenShift as well as IBM Z and LinuxONE server. IBM z/VM can run hundreds to thousands guest servers on a single IBM Z server or IBM LinuxONE with high efficiency and elasticity. It supports multiple machine architectures and images, simplifying migrations and facilitating application transitions. IBM z/VM excels at sharing system resources between virtual machines. It offers extreme scalability and security, resulting in cost savings. Hybrid cloud strategy that uses on-premises cloud. Scale and run Linux and container workloads with efficiency. IBM's resilience offerings can help ensure continuous availability.