Alternatives to Tungsten Clustering

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.

CIQ empowers people to do amazing things by providing innovative and stable software infrastructure solutions for all computing needs. From the base operating system, through containers, orchestration, provisioning, computing, and cloud applications, CIQ works with every part of the technology stack to drive solutions for customers and communities with stable, scalable, secure production environments. CIQ is the founding support and services partner of Rocky Linux, and the creator of the next generation federated computing stack.

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.

Amazon Relational Database Service (Amazon RDS), makes it easy to create, manage, and scale a cloud-based relational database. It offers a cost-efficient, resizable storage capacity and automates time-consuming admin tasks like database setup, patching, backups, and hardware provisioning. It allows you to concentrate on your applications, so they can provide the high performance, security, compatibility, and high availability that they require. Amazon RDS can be used on several database instance types, optimized for memory, performance, or I/O. It offers six familiar database engines to choose, including PostgreSQL and MySQL, MariaDB, Oracle Database and SQL Server. To easily replicate or migrate your existing databases to Amazon RDS, you can use the AWS Database Migration Service.

Webair provides Database-as-a-Service (DBaaS), a reliable and secure database management solution that gives your business simple, efficient and always available access to its mission-critical data. Our team has extensive experience in managing the configuration, administration, and optimization of database clusters. This includes business-critical, load-balanced, replicated, and distributed MySQL clusters. Webair's Database Administrators can help you create a high-performance environment for your database. We work closely with you to create the best solution. We match the best infrastructure to the most appropriate database configuration to meet your specific requirements. Your business can be freed from routine database tasks like performance monitoring, configuration, memory and storage, log file management, sizing and service pack upgrades, and patching. You can focus on the more important aspects of your business, such as managing critical data within your database.

Evidian SafeKit, a high-availability solution, is designed to ensure redundancy for critical applications on Windows or Linux platforms. It offers a one-stop solution that integrates load balancing with synchronous real-time replication, automatic application failureover, and automated failback following a server failure. This eliminates the requirement for additional hardware such as network load-balancers or shared hard disks as well as enterprise editions of databases and operating systems. SafeKit's clustering software allows for the creation of mirror clusters that have real-time data replicating and failover as well as farm clusters that have load balancing, failover and advanced architectures such as farm+mirror and active-active clusters. Its shared-nothing design simplifies deployment even at remote sites by avoiding the complexity of shared disk clusters.

Percona XtraDB Cluster is an open-source, high availability, MySQL clustering solution. It helps enterprises reduce unexpected downtime and data losses, lower costs, and improve performance and scalability in their database environments. PXC supports critical business applications in the most demanding public and private cloud environments. Percona XtraDB Cluster, (PXC), preserves, secures and protects data as well as revenue streams, by providing the highest availability for business-critical applications. PXC can help you reduce costs, eliminate license fees, and meet budget constraints. Our integrated tools allow you to optimize, maintain, monitor, and monitor your cluster. This allows you to get the most from your MySQL environment.

DxEnterprise Smart Availability Software DxEnterprise Smart Availability software is available for Windows Server, Linux, and Docker. It can manage multiple workloads at the instance and Docker levels. DxEnterprise is optimized for native and containerized Microsoft SQL Server deployments on any platform. It can also manage Oracle on Windows. DxE supports all Docker containers on Windows and Linux. This includes Oracle, MySQL, PostgreSQL and MariaDB. Our graphical user interface, Windows PowerShell, or DxMobi mobile app for Android and iOS smartphones, makes management easy and flexible.

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).

Multi-Cloud, Multi-Cluster Kubernetes App Deployment & Migration Made Simple. With CAPE, unleash your K8s power. Key Features Disaster Recovery. Disaster Recovery Data Mobility & Migration. Stateful application backup and restore. Secure application and data management, and migration across public, private, and on-prem clouds. Multi-cluster Application Deployment. Stateful application deployment across multi-cluster & multi-cloud. Drag and Drop CI/CD Workflow Management. Simple UI for complex CI/CD pipeline configuration and deployment. CAPE for K8s Disaster Recovery Cluster Migration Cluster Upgrades Data Migration Data Protection Data Cloning App Deployment. Advanced Kubernetes functions like Disaster Recovery, Data Mobility & Migration Cluster Upgrades Data Migration Data Protection Data Cloning App Deployment and CI/CD across private, public and on-prem clouds are simplified by CAPE™. Multi-Cluster Application Deployment. Control plane to manage application and services, federate clusters.

The Corosync Cluster Engine, a group communication engine with added features to implement high availability in applications, is a system for group communication. The project offers four C application programming features. Closed process group communication with extended virtual synchrony guarantee for creating replicated states machines; a simple application availability manager that restarts an application process after it fails; a configuration-and-statistics in-memory data base that allows users to retrieve, set and receive information change notifications; and a system that notifies apps when a certain quorum has been achieved or lost. Our project is used by projects like Pacemaker and Asterisk as a framework for high-availability. We are always interested in finding developers or users who would like to cluster or participate in our project.

Amazon EKS Anywhere, a new Amazon EKS deployment option, allows you to create and manage Kubernetes clusters anywhere. This includes on your own virtual machines (VMs), and bare metal servers. EKS Anywhere offers an easy-to-install software package that allows you to create and operate Kubernetes clusters. It also includes automation tools for supporting the cluster's lifecycle. EKS Anywhere provides a consistent AWS management experience for your data center. It builds on the strengths and capabilities of Amazon EKS Distro (the same Kubernetes which powers EKS on AWS). EKS Anywhere makes it easy to buy or build your own management tools. It allows you to create EKS Distro clusters and update software. You can also handle backup and recovery. EKS Anywhere allows you to automate cluster management, reduce support cost, and eliminate redundant effort of using multiple open-source or third-party tools to operate Kubernetes clusters. AWS fully supports EKS Anywhere.

ClusterVisor, an HPC cluster system, provides comprehensive tools to deploy, provision, manage, monitor, and maintain high-performance computing clusters through their entire lifecycle. It offers flexible deployment options, such as appliance deployment, which decouples the cluster management from head node and enhances system resilience. The platform includes LogVisor AI - an integrated log file analyzer that uses AI to classify logs according to severity. This allows for the creation of actionable alarms. ClusterVisor provides a set of tools to manage nodes, support user and group accounts, and provide customizable dashboards that allow comparisons and visualizations across multiple nodes and devices. It offers disaster recovery capabilities, storing system images to reinstall nodes. It also provides an intuitive web-based tool for rack diagramming, and allows comprehensive statistics and monitoring.

It is not the way we understand WYSIWYG if we only see an RTF-Editor displayed in a popup window. To create beautiful content, authors need to have complete control over the length of paragraphs, line breaks and table widths. Only tags and server-side Javascript. No java in any template code. OpenWGA Developer Studio facilitates software development by providing all the tools needed to create, develop and deploy OpenWGA web apps. OpenWGA Java CMS is the ideal platform for running enterprise-critical business applications because of its advanced technologies, including secure cluster architecture, JMX monitoring and integrated REST API. OpenWGA CMS cluster management framework supports secure cluster communication and distributed task execution. It also includes its own integrated session replication and optimized resource handling.

TKE is compatible with all Kubernetes capabilities. It has been adapted to Tencent Cloud’s fundamental IaaS capabilities, such as CVM or CBS. Tencent Cloud's Kubernetes cloud products, such as CBS or CLB, allow for one-click deployment to container clouds for a variety open-source applications. This greatly improves deployment efficiency. TKE makes it easy to manage large-scale clusters, as well as the management and OPS distributed applications. You don't need to use cluster management software. Launch TKE, specify the tasks that you wish to run, and TKE will handle all the cluster management tasks. This allows you to concentrate on developing Dockerized apps.

Apache Helix is a generic cluster management framework that automates the management of distributed, replicated, and partitioned resources hosted on a cluster. Helix automates the reassignment and reconfiguration of resources in case of node failure, recovery, cluster expansion, or reconfiguration. Cluster management is the first step to understanding Helix. For the following reasons, a distributed system is typically run on multiple nodes: Scalability, fault tolerance, load balancencing, and scalability. Each node is responsible for one or more of the cluster's primary functions, such as serving and storing data, producing and consuming data streams, etc. Helix is the global brain of your system once it has been configured. It is designed to make decisions that are not possible in isolation. Although it is possible to integrate these functions into a distributed system, it can complicate the code.

ProxmoxVE is an open-source platform that enables all-inclusive enterprise virtualization. It tightly integrates KVM hypervisor, LXC containers and software-defined storage. It also offers networking functionality and easy management of high availability clusters with the built-in web interface.

Percona XtraBackup, a free, open-source, online backup solution for Percona Server for MySQL and MariaDB, is available for all versions. Percona XtraBackup provides online backups that are non-blocking, tightly compressed and highly secure of InnoDB, XtraDB storage engines, and HailDB on transactional systems. This ensures that applications are available during scheduled maintenance windows. Percona XtraBackup is capable of performing streaming, compressed, or incremental MySQL backups. Percona XtraDB Cluster, (PXC), preserves, secures and protects data as well as revenue streams. It provides the highest availability for business-critical applications and ensures that they are always available. PXC can help you reduce costs, eliminate license fees, and meet budget constraints. Our integrated tools allow you to optimize, maintain, monitor, and monitor your cluster. This allows you to get the most from your MySQL environment.

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.

Azure Red Hat OpenShift is a highly available, fully-managed OpenShift Cluster on Demand, monitored and operated by Microsoft and Red Hat jointly. Red Hat OpenShift is built around Kubernetes. OpenShift adds value to Kubernetes by bringing additional features, making it an integrated container platform as a Service (PaaS), with a significantly enhanced developer and operator experience. Highly available, fully-managed public and private clusters. Automated operations. Over-the-air platform updates. Use the web console's enhanced user interface to build, deploy and configure containerized applications, as well as cluster resources.

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.

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.

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.

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

Windows Admin Center, a locally installed, browser-based management tool, allows IT administrators to manage Windows Servers and clusters, hyperconverged infrastructures, and Windows 10 PCs or later without cloud connectivity. It is the modern evolution of in-box management software like Server Manager and Microsoft Management Console, offering a streamlined experience. It provides a unified management interface for multiple server environments including physical, virtual, cloud-based, on-premises servers. This simplifies tasks such as configuration and troubleshooting. Hybrid management scenarios are enabled by seamlessly extending on-premises deployments into Azure. This integration allows the use of Azure services such as backup, disaster recovery and monitoring directly through the Windows Admin Center.

OKD is, in short, a very opinionated Kubernetes deployment. Kubernetes is an open-source collection of software and patterns for operating applications at scale. We add some features as modifications to Kubernetes but we augment the platform primarily by "preinstalling", or installing, a large number of pieces of software known as Operators in the deployed cluster. These operators provide all of the cluster components (over one hundred of them) which make up our platform, including OS upgrades, web consoles and monitoring, as well as image-building. OKD can be run on all scales, from cloud to metal and edge. The installer can be fully automated (such AWS) or configured to fit custom environments (such metal or labs). OKD adopts the latest technology and best practices. This is a great platform for students and technologists to experiment, learn and contribute across the cloud eco-system.

dbForge data compare for MySQL is a quick, easy-to use tool to compare and synchronize MySQL, MariaDB, and Percona database data. The tool allows you to see the differences between data and analyze them. It generates synchronization code, and lets you apply changes in a flash. It allows regular MySQL data comparisons to be scheduled using the command line.

Advanced failover, recovery, and failure detection capabilities provide near-continuous application availability. IBM®, PowerHA®, technology offers high availability, business continuity, and disaster recovery. It allows you to deploy HA solutions that address both storage and high availability requirements in one integrated configuration. This provides robust performance and a simplified user interface. Power Systems is committed in bringing to market solutions that will keep your IT environments resilient. IBM engineers are constantly improving the performance of IBM Power Systems operating systems and hardware to meet increasing demands.

dbForge Schema Comparison for MySQL is an easy-to-use, fast tool that compares and synchronizes structures of MySQL MariaDB and Percona database. The tool generates a clear and accurate SQL script to update database schema. It provides a comprehensive overview of all differences among MySQL, MariaDB, and Percona databases.

Azure Kubernetes Service clusters can easily handle multicluster scenarios, such as workload propagation (for traffic flowing to member clusters) and upgrade orchestration. Fleet cluster allows for centralized management at scale of all clusters. The managed hub cluster will take care of upgrades and Kubernetes configuration for you. Kubernetes configuration dissemination allows you to use policies and overrides for disseminating objects across clusters. North-South load balancer orchestrates traffic across workloads deployed across multiple member clusters in the fleet. Group any combination Azure Kubernetes Service clusters (AKS) to simplify multi-cluster workflows such as Kubernetes configuration dissemination and multi-cluster network. Fleet requires a hub Kubernetes Cluster to store configurations such as placement policy and multi-cluster networking.

Percona TokuDB® is an open-source, high-performance storage engine that Percona Server for MySQL uses. It improves scalability as well as operational efficiency. Percona TokuDB is designed to meet the demands of big data applications and large data sets. It reduces deployment costs and optimizes optimization efforts. Percona TokuDB, and Percona Hot Backup are available in the Percona Server to MySQL download. Percona Consulting will help you determine if Percona TokuDB the right storage solution for your business. Our managed services team can manage all aspects of your server deployment, including backups. You will enjoy lower operational and infrastructure costs, as well as greater flexibility and scalability.

The Leading Distributed SQL Database with High Performance. Open source, cloud native relational DB that powers global, internet-scale applications. Single-Digit Millisecond latency Create lightning fast cloud applications by serving queries directly to the DB. Massive Scale You can achieve millions of transactions per second and store multiple TTB's of data per Node. Geo-Distribution You can deploy across regions and clouds using synchronous or multimaster replication. Cloud Native Architectures. YugabyteDB makes it easy to develop, deploy, and operate modern applications faster than ever. Develop developer agility. Leverage full power of PostgreSQL-compatible SQL and distributed ACID transactions. Operate resilient services. Ensure continuous availability, even when the underlying storage, compute, or network fails. Scale On-Demand. You can add or remove nodes as you wish. Over-provisioned clusters are not a good idea. Lower User Latency.

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.

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.

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.

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.

Easy deployment of a high-availability solution for disaster recovery, failover within and between cloud regions with zero downtime during maintenance. Multiple master databases distributed across multiple locations can improve performance and availability. Keep local data local, and control which tables will be globally replicated and which will remain local. Support higher throughput if workloads threaten to exceed the available compute capacity. pgEdge platform is available on-premises, or through self-managed cloud provider accounts. Supports a wide range of OS and hardware combinations. Enterprise-class support available. Edge Platform nodes that are self-hosted can be used as part of a Postgres cluster in pgEdge cloud.

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.

Azure Managed Instances for Apache Cassandra allows you to run mission-critical workloads cost-effectively at scale. Multiple resource and data replicating options make it easy to manage changing demands. Scalability with zero downtime is essential for hybrid and cloud deployments. Cassandra's familiar tools and languages will help you develop applications faster. You can free yourself from infrastructure management, without compromising on security. Managed, secure services streamline operations by automating repairs, patches and updates. Automatic backups and disaster-recovery will make your database more resilient and durable. Turnkey scaling services, hybrid deployments and other options will allow you to retain flexibility and control over your hardware configuration. A pricing model that is based on instances allows you to specify the number of CPUs, virtual machine SKUs, and memory/disk needs.

High-speed, data-intensive apps that meet all performance requirements can be built. Apache Geode's unique technology combines advanced techniques for data replication and partitioning with distributed processing. Apache Geode offers a database-like consistency model, reliable transactions processing, and a shared nothing architecture to maintain very low latency with high concurrency. Data can be easily partitioned (sharded), or replicated among nodes, allowing for performance scaling as required. Reliable in-memory copies are used to ensure durability. Disk-based persistence is also used to ensure longevity. Super fast write-ahead log (WAL) persistence that uses a shared-nothing architecture optimized for parallel recovery of nodes and entire clusters.

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.

K3s is a highly available, certified Kubernetes distribution designed for production workloads in unattended, resource-constrained, remote locations or inside IoT appliances. Binaries and multiarch images are available for both ARM64 and ARMv7. K3s can be used on anything from a Raspberry Pi to a 32GiB AWS server. Sqlite3 is the default storage method for light-weight storage backends. Also available: etcd3, MySQL, Postgres. Secure by default with reasonable defaults in light environments. A local storage provider, a service balancer, a Helm control, and the Traefik Ingress controller are all simple but powerful features that have been "batteries-included". All Kubernetes control-plan components are encapsulated in one binary and process. This allows K3s automate complex cluster operations such as distributing certificates.

IBM Tivoli System Automation for Multiplatforms is a cluster-managing program that allows users, applications and data to be automatically switched from one database system in a cluster to another. Tivoli SAMP automates the control of IT resources, such as file systems, processes, and IP addresses. Tivoli SAMP provides a framework for managing the availability of resources. Software for which scripts to start, monitor and stop can be written. Any network interface card that Tivoli SAMP has been granted access to. Tivoli SAMP manages the availability for any IP address a user wishes to use by floating this IP address among NICs to which it has access. This is referred to as a virtual or floating IP address. In a Db2 single-partition environment, only one Db2 instance runs on the server. This Db2 instance can access data locally (its own executable as well as databases owned and controlled by the instance).

Pipeshift is an orchestration platform that allows for the deployment and scaling of open-source AI components. This includes embeddings and vector databases as well as large language models, audio models and vision models. The platform is cloud-agnostic and offers end-toend orchestration to ensure seamless integration and management. Pipeshift's enterprise-grade security is a solution for DevOps, MLOps, and MLOps teams looking to build production pipelines within their own organization, instead of using experimental API providers who may not have privacy concerns. The key features include an enterprise MLOps dashboard for managing AI workloads like fine-tuning and distillation; multi-cloud orchestration, with built-in autoscalers and load balancers; and Kubernetes Cluster Management.

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.

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.

Modern cloud-native applications running on Kubernetes environments require assistance with scaling, securing, and monitoring. Gloo Mesh, utilizing the Istio service mesh, streamlines the management of service mesh for multi-cluster and multi-cloud environments. By incorporating Gloo Mesh into their platform, engineering teams can benefit from enhanced application agility, lower costs, and reduced risks. Gloo Mesh is a modular element of Gloo Platform. The service mesh allows for autonomous management of application-aware network tasks separate from the application, leading to improved observability, security, and dependability of distributed applications. Implementing a service mesh into your applications can simplify the application layer, provide greater insights into traffic, and enhance application security.

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.

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.

Batch runs applications you use on workstations or clusters. Cloud-enabling your executables and scripts is easy. Batch creates a queue for the work you want to execute and executes your application. Describe how to distribute the data, which parameters to use for the tasks, and what data needs to be moved into the cloud. Imagine it as an assembly line for multiple applications. You can manage the execution of a batch and share data between steps. Batch runs jobs on demand and not according to a schedule. This allows your customers to run jobs in the cloud whenever they need. Manage who has access to Batch, how many resources can they use and make sure that encryption requirements are met. Rich monitoring allows you to keep track of what's happening and identify any problems.