Alternatives to Azure Virtual Machines

Compute Engine (IaaS), a platform from Google that allows organizations to create and manage cloud-based virtual machines, is an infrastructure as a services (IaaS). Computing infrastructure in predefined sizes or custom machine shapes to accelerate cloud transformation. General purpose machines (E2, N1,N2,N2D) offer a good compromise between price and performance. Compute optimized machines (C2) offer high-end performance vCPUs for compute-intensive workloads. Memory optimized (M2) systems offer the highest amount of memory and are ideal for in-memory database applications. Accelerator optimized machines (A2) are based on A100 GPUs, and are designed for high-demanding applications. Integrate Compute services with other Google Cloud Services, such as AI/ML or data analytics. Reservations can help you ensure that your applications will have the capacity needed as they scale. You can save money by running Compute using the sustained-use discount, and you can even save more when you use the committed-use discount.

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.

CoreWeave stands out as a cloud infrastructure service that focuses on GPU-centric computing solutions specifically designed for artificial intelligence applications. Their platform delivers scalable, high-performance GPU clusters that enhance both training and inference processes for AI models, catering to sectors such as machine learning, visual effects, and high-performance computing. In addition to robust GPU capabilities, CoreWeave offers adaptable storage, networking, and managed services that empower AI-focused enterprises, emphasizing reliability, cost-effectiveness, and top-tier security measures. This versatile platform is widely adopted by AI research facilities, labs, and commercial entities aiming to expedite their advancements in artificial intelligence technology. By providing an infrastructure that meets the specific demands of AI workloads, CoreWeave plays a crucial role in driving innovation across various industries.

V2 Cloud delivers secure, high-performance, and fully managed cloud desktops you can access from anywhere, anytime. Our solution is designed for Independent Software Vendors, MSPs, IT managers, and business leaders aiming to simplify infrastructure, increase data protection, and scale with ease. Seamlessly start using desktops and apps in the cloud with V2 Cloud to enable secure remote work from any location. Benefit from end-to-end IT services, proactive threat defense, and responsive support for resilient business operations. Run demanding software smoothly with GPU-accelerated virtual machines built for performance and stability. Enjoy fast, expert-level assistance and global multilingual support. See how easy and affordable desktop virtualization can be. Get started with V2 Cloud today.

Azure Virtual Desktop, previously known as Windows Virtual Desktop, is a robust cloud-based solution for desktop and application virtualization. It stands out as the sole virtual desktop infrastructure (VDI) that offers streamlined management, the ability to run multiple sessions of Windows 10, enhancements for Microsoft 365 Apps for enterprise, and compatibility with Remote Desktop Services (RDS) environments. You can effortlessly deploy and scale your Windows desktops and applications on Azure within minutes, all while benefiting from integrated security and compliance features. With the Bring Your Own Device (BYOD) approach, users can access their desktops and applications via the internet using clients like Windows, Mac, iOS, Android, or HTML5. It’s essential to select the appropriate Azure virtual machine (VM) to ensure optimal performance, and by utilizing the multi-session capabilities of Windows 10 and Windows 11 on Azure, organizations can support multiple users concurrently while also reducing costs. This flexibility and efficiency make Azure Virtual Desktop an appealing choice for businesses looking to enhance their remote work capabilities.

Azure Virtual Network provides a secure and isolated space for deploying your virtual machines and applications. You can utilize private IP addresses and configure subnets along with access control policies, among other features. This service allows you to manage Azure similar to your own data center environment. All traffic between Azure resources, whether within a single region or across multiple regions, remains within the Azure network—meaning intra-Azure communications do not pass through the Internet. For virtual machine-to-virtual machine, storage, and SQL interactions, the data traverses solely the Azure network, irrespective of the originating or destination regions. Furthermore, inter-region traffic between virtual networks also occurs entirely within the Azure infrastructure. Virtual Network empowers you to seamlessly integrate your on-premises IT setup into the cloud, akin to connecting to a remote branch office. You can securely establish a connection to your virtual network by selecting either an IPsec VPN or a dedicated line with Azure ExpressRoute, ensuring optimal performance and security for your applications. This flexible connectivity enhances the overall efficiency of managing cloud resources and bolstering your operational capabilities.

VMware Workstation Pro is recognized as the leading solution for operating multiple virtual machines (VMs) on a single computer running either Linux or Windows. It is a go-to tool for IT professionals, developers, and organizations involved in creating, testing, or showcasing software across various devices, platforms, or cloud environments. With VMware Workstation Pro, users can simultaneously operate multiple operating systems on their Windows or Linux systems. The software enables the creation of authentic VMs for Linux and Windows, along with other desktop, server, and tablet environments, all equipped with customizable virtual networking and the ability to simulate different network conditions. This makes it ideal for a wide range of activities, including code development, architectural planning, application testing, and product demonstrations. Moreover, users can securely connect to vSphere, ESXi, or other Workstation servers, facilitating the management and control of both virtual machines and physical hosts. A unified VMware hypervisor not only enhances productivity but also simplifies the process of transferring VMs to and from local PCs, making it a versatile tool for professionals. Overall, VMware Workstation Pro stands out as an essential resource in the toolkit of anyone needing to work within virtualized environments.

SC//Platform delivers faster time to value in the data centre, distributed enterprise, or at the edge. Scale Computing Platform combines simplicity, high availability, and scalability. It replaces the existing infrastructure and provides high availability for running VMs on a single, easy to manage platform. Fully integrated platform for running your applications. No matter what your hardware requirements are, the same innovative software and user interface gives you the ability to manage infrastructure efficiently at the edge. Reduce administrative tasks and save valuable time for IT administrators. SC//Platform's simplicity directly impacts IT productivity and costs. You can't predict the future, but you can plan for it. Mix and match old and newly developed hardware and applications to create a future-proof environment that can scale as needed.

Transition your SQL Server workloads to the cloud to enjoy the robust performance and security features of SQL Server while also benefiting from the flexibility and hybrid connectivity offered by Azure. By doing so, you can significantly reduce your total cost of ownership (TCO) and take advantage of complimentary built-in security and automated management by registering your virtual machines (VMs) with the SQL Server IaaS Agent extension, all at no additional expense. Additionally, you can save valuable time through effortless post-deployment conversions, eliminating the need for redeploying production environments. Furthermore, you can decrease your ongoing operational expenditures with automatic image maintenance, regular updates, and essential patches ensuring smooth operation. With simple and familiar SQL Server, you can easily manage versatile virtual machines, paving the way for enhanced productivity and efficiency in your operations. This strategic migration not only modernizes your infrastructure but also positions your business for future growth and innovation.

Effortlessly stream your personalized Windows experience—including your applications, content, and configurations—from the Microsoft cloud to any device using Windows 365 Cloud PC. This innovative service merges the robust power and security of cloud computing with the adaptability and ease of a traditional PC. Windows 365 opens up numerous possibilities for diverse roles, from temporary workers and interns to software engineers and industrial creatives, catering to the evolving landscape of work. You can seamlessly access your applications, data, and settings from the Microsoft cloud on any device at your convenience. The solution allows for quick setup and scaling of Cloud PCs to accommodate various requirements while providing secure support for your hybrid workforce. You can continue your work from where you left off, regardless of the device you're using, unlocking new avenues for collaboration and efficiency. With straightforward purchasing options, the process of setting up, deploying, and managing Cloud PCs becomes significantly easier. Additionally, utilize centralized management of Cloud PCs through Microsoft Endpoint Manager for a cohesive and streamlined operation. This enhances overall productivity while ensuring security and control throughout the organization.

Azure Disk Storage is carefully crafted for deployment alongside Azure Virtual Machines and the preview version of Azure VMware Solution, providing robust and high-performance block storage solutions for critical business applications. Transitioning to Azure infrastructure becomes seamless with four distinct disk storage options available—Ultra Disk Storage, Premium SSD, Standard SSD, and Standard HDD—that allow you to balance performance and costs effectively for your specific workload needs. It ensures exceptional performance with sub-millisecond latency tailored for demanding applications like SAP HANA, SQL Server, and Oracle, which require intensive throughput and transaction capabilities. Additionally, shared disks facilitate the economical operation of clustered or high-availability applications in the cloud environment. With a remarkable 0% annual failure rate, you can expect consistent enterprise-level durability. Ultra Disk Storage allows you to scale without compromising performance, meeting increasing demands effortlessly. Furthermore, your data is protected with built-in encryption options, utilizing either Microsoft-managed keys or your personal encryption keys for enhanced security. This comprehensive approach ensures that your critical applications operate smoothly and securely in the cloud.

NVIDIA's virtual GPU (vGPU) software delivers high-performance GPU capabilities essential for various tasks, including graphics-intensive virtual workstations and advanced data science applications, allowing IT teams to harness the advantages of virtualization alongside the robust performance provided by NVIDIA GPUs for contemporary workloads. This software is installed on a physical GPU within a cloud or enterprise data center server, effectively creating virtual GPUs that can be distributed across numerous virtual machines, permitting access from any device at any location. The performance achieved is remarkably similar to that of a bare metal setup, ensuring a seamless user experience. Additionally, it utilizes standard data center management tools, facilitating processes like live migration, and enables the provisioning of GPU resources through fractional or multi-GPU virtual machine instances. This flexibility is particularly beneficial for adapting to evolving business needs and supporting remote teams, thus enhancing overall productivity and operational efficiency.

Nerdio Manager for Enterprise and Nerdio Manager for MSP empower Managed Service Providers and Enterprise IT Professionals to swiftly implement Azure Virtual Desktop and Windows 365, allowing them to oversee all their environments from a single, user-friendly platform while significantly reducing expenses by as much as 75% on Azure resources. The platform enhances the built-in functionalities of Azure Virtual Desktop and Windows 365, providing users with rapid and automated deployment of virtual desktops, intuitive management that can be executed in just a few clicks, and features that promote cost savings without compromising the robust security offered by Microsoft Azure or the high-level support from Nerdio. Additionally, for Managed Service Providers, the multi-tenant solution facilitates automatic provisioning in less than an hour and enables connection to existing deployments within minutes, alongside streamlined management of all clients through an easy-to-use admin portal, further augmented by Nerdio's Advanced Auto-scaling for optimal cost efficiency. This comprehensive approach not only simplifies the deployment process but also enhances operational efficiency, making it a vital tool for modern IT management.

WhiteFiber operates as a comprehensive AI infrastructure platform that specializes in delivering high-performance GPU cloud services and HPC colocation solutions specifically designed for AI and machine learning applications. Their cloud services are meticulously engineered for tasks involving machine learning, expansive language models, and deep learning, equipped with advanced NVIDIA H200, B200, and GB200 GPUs alongside ultra-fast Ethernet and InfiniBand networking, achieving an impressive GPU fabric bandwidth of up to 3.2 Tb/s. Supporting a broad range of scaling capabilities from hundreds to tens of thousands of GPUs, WhiteFiber offers various deployment alternatives such as bare metal, containerized applications, and virtualized setups. The platform guarantees enterprise-level support and service level agreements (SLAs), incorporating unique cluster management, orchestration, and observability tools. Additionally, WhiteFiber’s data centers are strategically optimized for AI and HPC colocation, featuring high-density power, direct liquid cooling systems, and rapid deployment options, while also ensuring redundancy and scalability through cross-data center dark fiber connectivity. With a commitment to innovation and reliability, WhiteFiber stands out as a key player in the AI infrastructure ecosystem.

Azure Operator Nexus is a robust hybrid cloud solution designed for essential mobile network applications, providing a carrier-grade infrastructure. It facilitates the straightforward setup of new network services while enhancing the deployment of network functions and applications on-site. This platform supports network-heavy workloads and critical applications with features such as resiliency, security, observability, and exceptional performance. With a cohesive carrier-grade hybrid environment, it allows for the effective management of mission-critical mobile workloads. Users can deploy, oversee, operate, monitor, and safeguard their applications within a consistent Azure framework. Furthermore, it simplifies business processes through API-driven access to all data and network functionalities. By reducing the total cost of ownership (TCO) and enabling scalable growth, organizations can thrive at their own pace. The platform also fosters a closed-loop automation environment by gathering data from various sources, including the platform itself, applications, and network operations. Through the use of AI and machine learning (ML), it enables the extraction of prescriptive analytics, allowing for network reconfiguration that enhances operational efficiency while simultaneously minimizing costs. This comprehensive approach ensures that organizations can adapt and thrive in an ever-evolving technological landscape.

SoftNAS is a cloud-native and software-defined enterprise cloud NAS filer product line. It can be used for primary data storage, secondary data storage, and hybrid cloud data integration. It allows existing applications to securely connect to the cloud without reengineering. SoftNAS offers enterprise-class NAS features such as high-availability and deduplication, compression and thin-provisioning. It also supports LDAP integration and Active Directory integration. SoftNAS protects mission critical data, primary, hot data, backup/archive, and makes cloud data migration more efficient and reliable. SoftNAS offers the most comprehensive storage options in terms price vs performance and backend storage choice, available on-demand at petabyte-scale across the AWS Marketplaces and Azure Marketplaces as well as on-premises on VMware.

IREN’s AI Cloud is a cutting-edge GPU cloud infrastructure that utilizes NVIDIA's reference architecture along with a high-speed, non-blocking InfiniBand network capable of 3.2 TB/s, specifically engineered for demanding AI training and inference tasks through its bare-metal GPU clusters. This platform accommodates a variety of NVIDIA GPU models, providing ample RAM, vCPUs, and NVMe storage to meet diverse computational needs. Fully managed and vertically integrated by IREN, the service ensures clients benefit from operational flexibility, robust reliability, and comprehensive 24/7 in-house support. Users gain access to performance metrics monitoring, enabling them to optimize their GPU expenditures while maintaining secure and isolated environments through private networking and tenant separation. The platform empowers users to deploy their own data, models, and frameworks such as TensorFlow, PyTorch, and JAX, alongside container technologies like Docker and Apptainer, all while granting root access without any limitations. Additionally, it is finely tuned to accommodate the scaling requirements of complex applications, including the fine-tuning of extensive language models, ensuring efficient resource utilization and exceptional performance for sophisticated AI projects.

Effortlessly integrate your cloud infrastructures. Transition to cloud solutions with Lumen Cloud Connect, which offers secure and high-performance virtualized networking for major public and private clouds. With dynamic software-defined networking (SDN) controls, you can achieve a network experience that aligns perfectly with your cloud services. Establish a connection between your network and the cloud, ensuring high-performance, secure, and adaptable capacity and connectivity. Gain enhanced visibility and manage the traffic flowing through your Ethernet virtual circuit effectively, enabling you to deliver mission-critical applications from the cloud with outstanding reliability and speed. Enjoy the advantages of cloud services while benefiting from the robust security of a private network when connecting to platforms such as AWS, Microsoft Azure, Google Cloud, IBM Cloud, and Oracle, among others. Additionally, access self-service capabilities that allow for the immediate addition or removal of Ethernet services to cloud and data center environments through a user-friendly portal or API integration, streamlining your operations further. This comprehensive solution not only enhances flexibility but also optimizes performance across your cloud engagements.

Enhance your objectives with a seamless range of computing resources that span various data classifications, from the intelligent cloud to the intelligent edge. Position yourself for the future by leveraging the widest array of commercial innovations tailored for governmental needs. Azure offers sophisticated computing and analytical tools that stretch from the cloud to the edge, empowering you to derive actionable insights, accelerate operations, and amplify your mission's effectiveness. You have the option to select from over 60 global regions or opt for Azure Government, a specialized cloud solution designed to surpass the stringent requirements for both classified and unclassified US Government data. Engage more effectively at the tactical edge by pre-processing data to ensure low latency responses, implementing AI and machine learning at remote locations, or swiftly utilizing satellite data for informed decision-making in settings without connectivity. Unlock valuable insights, enhance your agility, and propel your mission forward with Azure's capabilities specifically designed for classified data, ensuring that you stay ahead in an ever-evolving landscape. Furthermore, with Azure, your access to innovative solutions can significantly transform your operational capabilities and strategic outcomes.

IBM® PowerVM® offers unparalleled server virtualization capabilities, enabling businesses to efficiently merge multiple workloads across fewer systems, which enhances server utilization and cuts costs. Organizations are increasingly adopting PowerVM for its secure, scalable virtualization environment tailored for AIX®, IBM i, and Linux applications, leveraging the advanced reliability, availability, and serviceability (RAS) features along with the exceptional performance of the Power Systems™ platform. With top-tier hypervisor technology, PowerVM guarantees the integrity and separation of essential applications and I/O, ensuring a secure enterprise environment. Users can easily scale their virtualized infrastructures, whether by expanding or enhancing existing setups, all without sacrificing performance. The solution also accelerates cloud service delivery by automating the deployment of virtual machines (VMs) and storage, while minimizing scheduled downtime through live migration capabilities between servers. Additionally, PowerVM enables businesses to maximize server and storage resource utilization, ultimately leading to improved cost management and greater returns on investment, making it a smart choice for modern enterprises. By choosing PowerVM, companies can future-proof their IT infrastructure and adapt to evolving demands seamlessly.

Azure Managed Redis incorporates cutting-edge Redis features, exceptional reliability, and a budget-friendly Total Cost of Ownership (TCO), all tailored for the demands of hyperscale cloud environments. This service operates on a dependable cloud platform, allowing organizations to effortlessly expand and enhance their generative AI applications. By integrating the most recent Redis advancements, Azure Managed Redis is optimized for high-performance, scalable AI solutions. It offers a variety of functionalities, including in-memory data storage, vector similarity search, and real-time data processing, which empower developers to efficiently manage extensive datasets, expedite machine learning processes, and create quicker AI applications. Furthermore, its seamless integration with the Azure OpenAI Service ensures that AI tasks are optimized for speed, scalability, and critical mission applications, positioning it as a premier option for developing advanced, intelligent systems. This combination of features not only supports current technology needs but also prepares businesses for future innovations in artificial intelligence.

SQL Managed Instance, a member of the Azure SQL family, is a sophisticated cloud database solution that offers extensive compatibility with the SQL Server engine, dating back to SQL Server 2008, while providing the advantages of a fully managed platform as a service. By utilizing tools such as Azure Migrate or Azure Data Studio, you can confidently transition your custom and vendor applications to Azure, alleviating concerns about software updates, upgrades, or end-of-support scenarios. Since SQL Managed Instance operates on the SQL Server engine, it consistently incorporates the latest features and functionalities, ensuring your database remains current. Remarkably, it can fulfill your mission-critical needs up to five times faster and at a cost savings of up to 93 percent compared to AWS RDS. In various benchmarks covering both transactional and analytics workloads, SQL Managed Instance has demonstrated superior performance. Embrace the opportunity to accelerate your application modernization by leveraging the advanced capabilities of managed SQL Server in the cloud, empowering your organization to thrive in a competitive landscape.

The dawn of the Fourth Industrial Revolution (4IR) heralds a significant transformation in the way humans interact with technology. This era is characterized by a fusion of technologies that blur the lines between the physical, digital, and biological spheres. Unlike the previous industrial revolutions, which were driven by advancements such as steam power, electricity, and computing, the 4IR is propelled by a constellation of emerging technologies, among which Artificial Intelligence (AI) stands at the forefront. AI, in its essence, represents machines’ ability to perform tasks that typically require human intelligence. This includes problem-solving, recognizing patterns, understanding natural language, and learning from experience. As we delve deeper into the 4IR, AI’s role as a key driver of innovation and transformation becomes increasingly evident. This paper aims to explore the intricate tapestry of AI in the context of the 4IR, dissecting its impacts, the challenges it presents, and the boundless potential it holds for the future.

Azure Backup provides a secure, affordable, and scalable backup solution that can be executed with a single click, tailored to your storage requirements. The user-friendly centralized management interface simplifies the process of establishing backup policies for a diverse array of enterprise workloads, which includes Azure Virtual Machines, SQL and SAP databases, as well as Azure file shares. With Backup Center, organizations can effectively monitor, operate, govern, and optimize data protection consistently and at scale. You can ensure application consistency when backing up and restoring data from virtual machines in Windows by utilizing Volume Shadow Copy Service (VSS), and similarly in Linux through pre- and post-processing scripts. The service supports backups for Azure Virtual Machines, on-premises servers, SQL Server, and SAP HANA hosted on Azure Virtual Machines, in addition to Azure Files and Azure Database for PostgreSQL. To enhance data durability, backups can be stored using locally redundant storage (LRS), geo-redundant storage (GRS), or zone-redundant storage (ZRS). Additionally, Backup Center allows for seamless management of your entire backup environment from a single console, facilitating a more efficient and unified backup strategy. This comprehensive approach ensures that organizations can maintain robust data protection with minimal effort and maximum reliability.

Safeguard your applications against prevalent web threats such as SQL injection and cross-site scripting. Utilize custom rules and groups to monitor your web applications, catering to your specific needs while minimizing false positives. Implement application-level load balancing and routing to create a scalable and highly available web front end on Azure. The autoscaling feature enhances flexibility by automatically adjusting Application Gateway instances according to the traffic load of your web application. Application Gateway seamlessly integrates with a variety of Azure services, ensuring a cohesive experience. Azure Traffic Manager enables redirection across multiple regions, provides automatic failover, and allows for maintenance without downtime. In your back-end pools, you can deploy Azure Virtual Machines, virtual machine scale sets, or take advantage of the Web Apps feature offered by Azure App Service. Centralized monitoring and alerting are provided by Azure Monitor and Azure Security Center, complemented by an application health dashboard for visibility. Additionally, Key Vault facilitates the centralized management and automatic renewal of SSL certificates, enhancing security. This comprehensive approach helps maintain the integrity and performance of your web applications effectively.

Implement a comprehensive datacentre solution in any location using a transportable unit designed for the field. This approach allows you to undertake projects previously thought impossible, enabling you to operate essential applications securely even in remote areas with limited connectivity, all while delivering rapid value through swift deployment. Enhance on-site computing and storage capabilities to effectively manage and run high-performance applications in diverse environments. The unit supports full network connectivity, whether it’s occasionally connected or completely offline. Establish cloud applications that bolster critical infrastructure recovery efforts. With a reliable Azure datacentre, you can confidently run your mission-critical applications while ensuring the necessary security measures are in place. Additionally, you can harness Azure cloud capabilities in environments with intermittent or no connectivity, facilitating the management and operation of high-performance applications, analytics, IoT, and edge devices right where they are needed. This transformative solution empowers organizations to thrive even in challenging conditions, driving innovation and efficiency.

Azure Automanage provides an integrated approach to streamline the management of IT resources. Its user-friendly, point-and-click interface allows for automation of operations while ensuring adherence to best practices throughout the lifecycle of both Windows Server and Linux servers, whether they are hosted in Azure or in hybrid setups through Azure Arc. The solution facilitates best-practice configuration of virtual machines in these environments, ensuring that they are consistently optimized. Additionally, it features proactive drift detection and remediation capabilities, enhancing the reliability and availability of workloads. By automatically enforcing security baselines, it ensures ongoing management and protection against vulnerabilities. This proactive stance on drift detection not only maintains compliance but also significantly boosts workload uptime, allowing organizations to focus on their core objectives without worrying about configuration discrepancies. With Azure Automanage, IT teams can achieve greater efficiency and peace of mind in managing their server environments.

The Azure Marketplace serves as an extensive digital storefront, granting users access to a vast array of certified, ready-to-use software applications, services, and solutions provided by both Microsoft and various third-party vendors. This platform allows businesses to easily explore, purchase, and implement software solutions directly within the Azure cloud ecosystem. It features a diverse selection of products, encompassing virtual machine images, AI and machine learning models, developer tools, security features, and applications tailored for specific industries. With various pricing structures, including pay-as-you-go, free trials, and subscriptions, Azure Marketplace makes the procurement process more straightforward and consolidates billing into a single Azure invoice. Furthermore, its seamless integration with Azure services empowers organizations to bolster their cloud infrastructure, streamline operational workflows, and accelerate their digital transformation goals effectively. As a result, businesses can leverage cutting-edge technology solutions to stay competitive in an ever-evolving market.

Managed Remote Desktop Protocol (RDP) and Secure Shell (SSH) access to virtual machines (VMs) is facilitated through SSL by utilizing private IP addresses. Azure Bastion is a completely managed Platform as a Service (PaaS) solution that enables secure and straightforward RDP and SSH connections to your VMs via the Azure Portal, eliminating the need for public IP exposure. This service is set up directly within your Virtual Network (VNet), ensuring that all VMs within the VNet can be accessed securely over SSL. By simply clicking a button, users can initiate their RDP and SSH sessions directly from the Azure Portal. This method allows for logging into Azure VMs without exposing them to the public internet, relying solely on private IP addresses for connection. Additionally, Azure Bastion seamlessly integrates with existing firewalls and security boundaries using a modern web client based on HTML5 and standard SSL ports. Users can also authenticate their access to Azure VMs using their SSH keys, enhancing security during the login process. Overall, Azure Bastion provides a robust solution for secure VM management while simplifying the user experience.

Green AI Cloud stands out as the quickest and most environmentally friendly supercompute AI cloud service, featuring cutting-edge AI accelerators from industry leaders like NVIDIA, Intel, and Cerebras Systems. We are dedicated to aligning your unique AI computational requirements with the ideal computing solutions tailored to your needs. By harnessing renewable energy sources and employing innovative technology that utilizes the heat produced, we proudly provide a CO₂-negative AI cloud service. Our pricing structure is highly competitive, featuring the lowest rates available, with no transfer fees or unforeseen charges, ensuring fully transparent and predictable monthly costs. Our sophisticated AI accelerator hardware lineup includes the NVIDIA B200 (192GB), H200 (141GB), H100 (80GB), and A100 (80GB), all interconnected via a 3,200 Gbps InfiniBand network to ensure minimal latency and robust security. Green AI Cloud seamlessly merges technology with sustainability, resulting in a reduction of approximately 8–10 tons of CO₂ emissions for each AI model processed through our services. We believe that advancing AI capabilities should go hand in hand with responsible environmental stewardship.

Azure Site Recovery is an integrated disaster recovery service designed to maintain business continuity by allowing critical applications and workloads to remain operational during disruptions. It provides a straightforward setup, cost savings, and reliability. Users can manage replication, failover, and recovery strategies via Site Recovery to ensure that applications continue to function amidst both scheduled and unforeseen outages. To configure Azure Site Recovery, users can replicate an Azure virtual machine to a different region directly through the Azure portal. This service is continuously updated to incorporate the latest Azure features, enhancing its functionality over time. Additionally, it helps to reduce recovery challenges by organizing the order in which multi-tier applications, hosted on several virtual machines, are restored. Compliance is supported by enabling the testing of disaster recovery plans without interfering with production workloads or the experience of end users, thereby ensuring a seamless recovery process when needed. Ultimately, the solution is vital for organizations looking to safeguard their operations against potential disruptions.

Efficiently manage mission-critical workloads at scale using Azure Managed Instance for Apache Cassandra, ensuring a cost-effective solution. Adapt seamlessly to fluctuating demands through a variety of resource and data replication choices. Maintain business continuity by enabling zero downtime scalability for both hybrid and cloud environments. Accelerate application development with the use of familiar and fully compatible Cassandra tools and programming languages. Eliminate the burden of infrastructure management while upholding security standards. Operate your workloads on a managed and secure service that simplifies processes with automated repairs, updates, and patches. Enhance your database's durability and resilience through automatic backups and comprehensive disaster recovery plans. Enjoy the flexibility and control of your hardware setup with turnkey scaling services and hybrid deployment alternatives. With an instance-based pricing model, you can specify your requirements for CPU cores, virtual machine SKU, and memory/disk space needs, allowing for tailored resource allocation. This approach ensures that you can scale your operations effectively while only paying for what you need.

Oracle Cloud Infrastructure not only accommodates traditional workloads but also provides advanced cloud development tools for modern needs. It is designed with the capability to identify and counteract contemporary threats, empowering innovation at a faster pace. By merging affordability with exceptional performance, it effectively reduces total cost of ownership. As a Generation 2 enterprise cloud, Oracle Cloud boasts impressive compute and networking capabilities while offering an extensive range of infrastructure and platform cloud services. Specifically engineered to fulfill the requirements of mission-critical applications, Oracle Cloud seamlessly supports all legacy workloads, allowing businesses to transition from their past while crafting their future. Notably, our Generation 2 Cloud is uniquely equipped to operate Oracle Autonomous Database, recognized as the industry's first and only self-driving database. Furthermore, Oracle Cloud encompasses a wide-ranging portfolio of cloud computing solutions, spanning application development, business analytics, data management, integration, security, artificial intelligence, and blockchain technology, ensuring that businesses have all the tools they need to thrive in a digital landscape. This comprehensive approach positions Oracle Cloud as a leader in the evolving cloud marketplace.

Manage infrastructure across various locations with the support of Azure Arc. Utilize Azure Local, a distributed infrastructure solution, to operate virtual machines (VMs), containers, and specific Azure services seamlessly. You can deploy both modern container applications and traditional virtualized applications simultaneously on the same hardware setup. Choose the appropriate solution tailored to your needs from a list of reliable hardware partners. Establish and oversee your on-premises and cloud infrastructure while enjoying a more uniform Azure experience. Additionally, protect your workloads through advanced security measures that come standard in all validated hardware options. This approach ensures that your operations are not only efficient but also secure across diverse environments.

Explore Azure Stream Analytics, a user-friendly real-time analytics solution tailored for essential workloads. Create a comprehensive serverless streaming pipeline effortlessly within a matter of clicks. Transition from initial setup to full production in mere minutes with SQL, which can be easily enhanced with custom code and integrated machine learning features for complex use cases. Rely on the assurance of a financially backed SLA as you handle your most challenging workloads, knowing that performance and reliability are prioritized. This service empowers organizations to harness real-time data effectively, ensuring timely insights and informed decision-making.

Achieve prices that are 3-5 times more competitive than conventional cloud services. FluidStack combines underutilized GPUs from data centers globally to provide unmatched economic advantages in the industry. With just one platform and API, you can deploy over 50,000 high-performance servers in mere seconds. Gain access to extensive A100 and H100 clusters equipped with InfiniBand in just a few days. Utilize FluidStack to train, fine-tune, and launch large language models on thousands of cost-effective GPUs in a matter of minutes. By connecting multiple data centers, FluidStack effectively disrupts monopolistic GPU pricing in the cloud. Experience computing speeds that are five times faster while enhancing cloud efficiency. Instantly tap into more than 47,000 idle servers, all with tier 4 uptime and security, through a user-friendly interface. You can train larger models, set up Kubernetes clusters, render tasks more quickly, and stream content without delays. The setup process requires only one click, allowing for custom image and API deployment in seconds. Additionally, our engineers are available around the clock through Slack, email, or phone, acting as a seamless extension of your team to ensure you receive the support you need. This level of accessibility and assistance can significantly streamline your operations.

We have listened to customer feedback and have reduced the prices for both our bare metal and virtual server offerings while maintaining the same level of power and flexibility. A graphics processing unit (GPU) serves as an additional layer of computational ability that complements the central processing unit (CPU). By selecting IBM Cloud® for your GPU needs, you gain access to one of the most adaptable server selection frameworks in the market, effortless integration with your existing IBM Cloud infrastructure, APIs, and applications, along with a globally distributed network of data centers. When it comes to performance, IBM Cloud Bare Metal Servers equipped with GPUs outperform AWS servers on five distinct TensorFlow machine learning models. We provide both bare metal GPUs and virtual server GPUs, whereas Google Cloud exclusively offers virtual server instances. In a similar vein, Alibaba Cloud restricts its GPU offerings to virtual machines only, highlighting the unique advantages of our versatile options. Additionally, our bare metal GPUs are designed to deliver superior performance for demanding workloads, ensuring you have the necessary resources to drive innovation.

Enhance the precision of your machine learning models by leveraging publicly accessible datasets. Streamline the process of data discovery and preparation with curated datasets that are not only readily available for machine learning applications but also easily integrable through Azure services. It is essential to consider real-world factors that could influence business performance. By integrating features from these curated datasets into your machine learning models, you can significantly boost the accuracy of your predictions while minimizing the time spent on data preparation. Collaborate and share datasets with an expanding network of data scientists and developers. Utilize Azure Open Datasets alongside Azure’s machine learning and data analytics solutions to generate insights at an unprecedented scale. Most Open Datasets come at no extra cost, allowing you to pay solely for the Azure services utilized, including virtual machine instances, storage, networking, and machine learning resources. This curated open data is designed for seamless access on Azure, empowering users to focus on innovation and analysis. In this way, organizations can unlock new opportunities and drive informed decision-making.

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.

Veeam Backup for Microsoft Azure is an all-encompassing solution aimed at safeguarding and overseeing data in Microsoft Azure environments. It allows for the creation of image-level backups and cloud-native snapshots for Azure Virtual Machines (VMs), thereby ensuring effective disaster recovery and data protection. Additionally, the solution extends its backup capabilities to include Azure SQL databases, Cosmos DB accounts, and Azure Files, offering users versatility across numerous Azure services. Through policy-driven automation, users can easily schedule their backups and set retention policies that cater to their unique requirements. Furthermore, the integration with Veeam Backup & Replication streamlines the management of backup appliances, promoting effortless data protection in both hybrid and multi-cloud settings. This comprehensive approach not only enhances data security but also optimizes operational efficiency within cloud environments.

Voltage Park stands as a pioneer in GPU cloud infrastructure, delivering both on-demand and reserved access to cutting-edge NVIDIA HGX H100 GPUs, which are integrated within Dell PowerEdge XE9680 servers that boast 1TB of RAM and v52 CPUs. Their infrastructure is supported by six Tier 3+ data centers strategically located throughout the U.S., providing unwavering availability and reliability through redundant power, cooling, network, fire suppression, and security systems. A sophisticated 3200 Gbps InfiniBand network ensures swift communication and minimal latency between GPUs and workloads, enhancing overall performance. Voltage Park prioritizes top-notch security and compliance, employing Palo Alto firewalls alongside stringent measures such as encryption, access controls, monitoring, disaster recovery strategies, penetration testing, and periodic audits. With an impressive inventory of 24,000 NVIDIA H100 Tensor Core GPUs at their disposal, Voltage Park facilitates a scalable computing environment, allowing clients to access anywhere from 64 to 8,176 GPUs as needed, thereby accommodating a wide range of workloads and applications. Their commitment to innovation and customer satisfaction positions Voltage Park as a leading choice for businesses seeking advanced GPU solutions.

Azure offers high-performance computing (HPC) solutions that drive innovative breakthroughs, tackle intricate challenges, and enhance your resource-heavy tasks. You can create and execute your most demanding applications in the cloud with a comprehensive solution specifically designed for HPC. Experience the benefits of supercomputing capabilities, seamless interoperability, and nearly limitless scalability for compute-heavy tasks through Azure Virtual Machines. Enhance your decision-making processes and advance next-generation AI applications using Azure's top-tier AI and analytics services. Additionally, protect your data and applications while simplifying compliance through robust, multilayered security measures and confidential computing features. This powerful combination ensures that organizations can achieve their computational goals with confidence and efficiency.

Atlassian Data Center serves as a self-managed enterprise solution that is crafted to deliver high availability, robust performance at scale, and versatile infrastructure options for essential Atlassian applications. It accommodates various products including Jira Software, Confluence, Bitbucket, Jira Service Management, Crowd, and Bamboo, empowering organizations to tackle intricate demands with its comprehensive enterprise-grade features. The Data Center offers the flexibility to deploy applications on proprietary hardware, within virtualized settings, or via cloud service platforms such as AWS and Azure. This adaptability enables businesses to advance their IT infrastructure while maintaining control and ensuring security. Among the significant advantages of Atlassian Data Center are its high availability through clustering, which guarantees continuous access to applications even during node failures, and its scalability, which permits organizations to seamlessly integrate additional nodes into their cluster without experiencing any downtime. Furthermore, this solution caters to enterprises aiming for both efficiency and reliability in their operational processes.

Execute your workloads and gain immediate actionable insights at the source of data generation with Azure Stack Edge, which offers specialized hardware-as-a-service. You can effortlessly procure your appliance through the Azure portal, adopting a hardware-as-a-service approach that is billed monthly through your Azure subscription. Experience a fluid cloud-to-edge integration as you set up, oversee, and upgrade your Azure Stack Edge using the same management interface and development tools familiar from Azure. Deploy your containerized applications and virtual machines directly at the data creation point for optimal efficiency. Process, transform, and filter your data on the edge, transmitting only the essential information to the cloud for additional processing or storage requirements. Additionally, you can design and train machine learning models in Azure or leverage Azure Cognitive Services, utilizing the integrated NVIDIA T4 GPU or Intel VPU in the Mini R to enhance local processing speeds. This enables businesses to make data-driven decisions faster than ever, significantly improving operational effectiveness.

Streamline those repetitive, time-consuming, and error-prone tasks related to cloud management through automation. The Azure Automation service enables you to concentrate on activities that contribute real value to your business. It minimizes errors and enhances efficiency, ultimately leading to reduced operational expenses. You can seamlessly update Windows and Linux systems within hybrid environments while keeping track of update compliance across Azure, on-premises, and various other cloud platforms. Additionally, you can schedule deployments to ensure updates are installed within a designated maintenance window. Authoring and managing PowerShell configurations, importing configuration scripts, and generating node configurations can all be accomplished in the cloud. Furthermore, Azure Configuration Management allows for the monitoring and automatic updating of machine configurations across both physical and virtual systems, whether they operate on Windows or Linux, in the cloud or on-premises, ensuring seamless management across diverse environments. This comprehensive approach not only enhances operational agility but also drives innovation within your organization.