Top Google Compute Engine Alternatives

Google Cloud serves as an online platform where users can develop anything from basic websites to intricate business applications, catering to organizations of all sizes. New users are welcomed with a generous offer of $300 in credits, enabling them to experiment, deploy, and manage their workloads effectively, while also gaining access to over 25 products at no cost. Leveraging Google's foundational data analytics and machine learning capabilities, this service is accessible to all types of enterprises and emphasizes security and comprehensive features. By harnessing big data, businesses can enhance their products and accelerate their decision-making processes. The platform supports a seamless transition from initial prototypes to fully operational products, even scaling to accommodate global demands without concerns about reliability, capacity, or performance issues. With virtual machines that boast a strong performance-to-cost ratio and a fully-managed application development environment, users can also take advantage of high-performance, scalable, and resilient storage and database solutions. Furthermore, Google's private fiber network provides cutting-edge software-defined networking options, along with fully managed data warehousing, data exploration tools, and support for Hadoop/Spark as well as messaging services, making it an all-encompassing solution for modern digital needs.

V2 Cloud serves as the ultimate solution for effortless desktop virtualization. This comprehensive Desktop-as-a-Service (DaaS) platform is designed for Independent Software Vendors, business proprietors, Managed Service Providers, and IT administrators seeking a dependable, scalable remote work and application delivery solution. With V2 Cloud, you can effortlessly publish Windows applications, operate virtual desktops on any device, and boost team collaboration without the burdens of complicated IT management. Our platform prioritizes speed, ease of use, and security, allowing for rapid and safe deployment of cloud desktops. Whether your organization requires support for a handful of users or the capability to scale across a larger workforce, V2 Cloud provides the flexibility and performance customized to suit your requirements. You will also enjoy the advantages of multilingual support along with a robust customer service framework that allows you to concentrate on expanding your business. Perfect for organizations that are adopting remote work strategies, V2 Cloud integrates flawlessly with current systems while offering sophisticated security measures, including encryption and routine backups. With our cost-effective pricing options, you can try V2 Cloud without any risk and witness firsthand how our user-friendly cloud solution can revolutionize your IT framework by enhancing its security, cost-efficiency, and accessibility. Embrace the future of work with V2 Cloud and empower your teams to thrive in a digital workspace.

Delska operates as a specialized data center and network service provider, delivering customized IT and networking solutions for enterprises. With a total of five data centers in Latvia and Lithuania—one of which is set to open in 2025—and additional points of presence in Germany, the Netherlands, and Sweden, we create a robust regional ecosystem for data centers and networking. Our commitment to sustainability is reflected in our goal to reach net-zero CO2 emissions by 2030, establishing a benchmark for eco-friendly IT infrastructure in the Baltic region. Beyond traditional services like cloud computing, colocation, and data security, we also introduced the myDelska self-service cloud platform, designed for rapid deployment of virtual machines and management of IT resources, with bare metal services expected soon. Our platform boasts several essential features, including unlimited traffic and fixed monthly pricing, API integration, customizable firewall settings, comprehensive backup solutions, real-time network topology visualization, and a latency measurement map, supporting various operating systems such as Alpine Linux, Ubuntu, Debian, Windows OS, and openSUSE. In June 2024, Delska expanded its portfolio by merging with two companies—DEAC European Data Center and Data Logistics Center (DLC)—which continue to function as separate legal entities under the ownership of Quaero European Infrastructure Fund II. This strategic merger enhances our capacity to provide even more innovative services and solutions to our clients.

A comprehensive managed compute platform designed to rapidly and securely deploy and scale containerized applications. Developers can utilize their preferred programming languages such as Go, Python, Java, Ruby, Node.js, and others. By eliminating the need for infrastructure management, the platform ensures a seamless experience for developers. It is based on the open standard Knative, which facilitates the portability of applications across different environments. You have the flexibility to code in your style by deploying any container that responds to events or requests. Applications can be created using your chosen language and dependencies, allowing for deployment in mere seconds. Cloud Run automatically adjusts resources, scaling up or down from zero based on incoming traffic, while only charging for the resources actually consumed. This innovative approach simplifies the processes of app development and deployment, enhancing overall efficiency. Additionally, Cloud Run is fully integrated with tools such as Cloud Code, Cloud Build, Cloud Monitoring, and Cloud Logging, further enriching the developer experience and enabling smoother workflows. By leveraging these integrations, developers can streamline their processes and ensure a more cohesive development environment.

RunPod offers a robust cloud infrastructure designed for effortless deployment and scalability of AI workloads utilizing GPU-powered pods. By providing a diverse selection of NVIDIA GPUs, including options like the A100 and H100, RunPod ensures that machine learning models can be trained and deployed with high performance and minimal latency. The platform prioritizes user-friendliness, enabling users to create pods within seconds and adjust their scale dynamically to align with demand. Additionally, features such as autoscaling, real-time analytics, and serverless scaling contribute to making RunPod an excellent choice for startups, academic institutions, and large enterprises that require a flexible, powerful, and cost-effective environment for AI development and inference. Furthermore, this adaptability allows users to focus on innovation rather than infrastructure management.

Our extensive range of cloud solutions empowers you to customize your cloud server according to your preferences. Kamatera excels in providing VPS hosting through its specialized infrastructure. With a global presence that includes 24 data centers—8 located in the United States and others in Europe, Asia, and the Middle East—you have a variety of options to choose from. Our cloud servers are designed for enterprise use, ensuring they can accommodate your needs at every stage of growth. We utilize state-of-the-art hardware such as Ice Lake Processors and NVMe SSDs to ensure reliable performance and an impressive uptime of 99.95%. By choosing our robust service, you gain access to a multitude of valuable features, including high-quality hardware, customizable cloud setups, Windows server hosting, fully managed hosting, and top-notch data security. Additionally, we provide services like consultation, server migration, and disaster recovery to further support your business. Our dedicated support team is available 24/7 to assist you across all time zones, ensuring you always have the help you need. Furthermore, our flexible and transparent pricing plans mean that you are only charged for the services you actually use, allowing for better budgeting and resource management.

CoreWeave distinguishes itself as a cloud infrastructure provider dedicated to GPU-driven computing solutions tailored for artificial intelligence applications. Their platform provides scalable and high-performance GPU clusters that significantly improve both the training and inference phases of AI models, serving industries like machine learning, visual effects, and high-performance computing. Beyond its powerful GPU offerings, CoreWeave also features flexible storage, networking, and managed services that support AI-oriented businesses, highlighting reliability, cost-efficiency, and exceptional security protocols. This adaptable platform is embraced by AI research centers, labs, and commercial enterprises seeking to accelerate their progress in artificial intelligence technology. By delivering infrastructure that aligns with the unique requirements of AI workloads, CoreWeave is instrumental in fostering innovation across multiple sectors, ultimately helping to shape the future of AI applications. Moreover, their commitment to continuous improvement ensures that clients remain at the forefront of technological advancements.

Safeguard and enhance your essential Kubernetes applications with Fairwinds Insights, a tool designed for validating Kubernetes configurations. This software continuously oversees your Kubernetes containers and provides actionable recommendations for improvement. By leveraging trusted open-source tools, seamless toolchain integrations, and Site Reliability Engineering (SRE) knowledge gained from numerous successful Kubernetes implementations, it addresses the challenges posed by the need to harmonize rapid engineering cycles with the swift demands of security. The complexities that arise from this balancing act can result in disorganized Kubernetes configurations and heightened risks. Additionally, modifying CPU or memory allocations may consume valuable engineering resources, potentially leading to over-provisioning in both data centers and cloud environments. While conventional monitoring solutions do play a role, they often fall short of delivering the comprehensive insights required to pinpoint and avert alterations that could jeopardize Kubernetes workloads, emphasizing the need for specialized tools like Fairwinds Insights. Ultimately, utilizing such advanced tools not only optimizes performance but also enhances the overall security posture of your Kubernetes environment.

Amazon Elastic Compute Cloud (Amazon EC2) is a versatile cloud service that provides secure and scalable computing resources. Its design focuses on making large-scale cloud computing more accessible for developers. The intuitive web service interface allows for quick acquisition and setup of capacity with ease. Users maintain complete control over their computing resources, functioning within Amazon's robust computing ecosystem. EC2 presents a wide array of compute, networking (with capabilities up to 400 Gbps), and storage solutions tailored to optimize cost efficiency for machine learning projects. Moreover, it enables the creation, testing, and deployment of macOS workloads whenever needed. Accessing environments is rapid, and capacity can be adjusted on-the-fly to suit demand, all while benefiting from AWS's flexible pay-as-you-go pricing structure. This on-demand infrastructure supports high-performance computing (HPC) applications, allowing for execution in a more efficient and economical way. Furthermore, Amazon EC2 provides a secure, reliable, high-performance computing foundation that is capable of meeting demanding business challenges while remaining adaptable to shifting needs. As businesses grow and evolve, EC2 continues to offer the necessary resources to innovate and stay competitive.

Azure Virtual Desktop, formerly known as Windows Virtual Desktop, serves as a comprehensive cloud platform designed for desktop and application virtualization. This service is unique as it is the only virtual desktop infrastructure (VDI) solution that provides easy management, multi-session functionality for Windows 10, special enhancements for Microsoft 365 Apps for enterprise, and integration with Remote Desktop Services (RDS). You can efficiently launch and scale your Windows desktops and applications on Azure within minutes, all while enjoying built-in security and compliance features. By allowing the use of personal devices (BYOD), users can seamlessly access their desktops and applications online through a variety of Azure Virtual Desktop clients, which are available on Windows, Mac, iOS, Android, and via HTML5. Moreover, choosing the right Azure virtual machine (VM) can greatly enhance performance, enabling you to fully leverage the multi-session capabilities of Windows 10 and Windows 11 on Azure, which facilitates simultaneous access for multiple users and helps reduce costs. With its adaptability and effectiveness, Azure Virtual Desktop is revolutionizing the way organizations oversee their remote work scenarios, ensuring a more productive and efficient workforce. The service is thus pivotal in aligning technology with modern business needs, fostering a more agile working environment.

DigitalOcean stands out as a user-friendly cloud platform tailored for developers and teams. It streamlines the processes of deploying, managing, and scaling cloud applications, making these tasks quicker and more efficient. Regardless of the number of virtual machines in use, DigitalOcean simplifies infrastructure management for businesses and teams alike. With the DigitalOcean App Platform, you can create, deploy, and scale applications rapidly through a fully managed service. Our team handles the underlying infrastructure, dependencies, and runtime environments, allowing you to focus on deploying your code to production without hassle. You can effortlessly build, deploy, and manage apps through an intuitive and visually appealing interface. Your applications benefit from automatic security measures, including the management, renewal, and creation of SSL certificates. Moreover, we safeguard your apps from DDoS attacks, ensuring they remain resilient. With our support, you can devote your attention to what truly matters: crafting exceptional applications. Additionally, we take care of infrastructure, databases, operating systems, applications, runtimes, and other essential dependencies, further easing your workload.

SC//Platform accelerates value realization across data centers, distributed enterprises, and edge deployments. The Scale Computing Platform merges ease of use, exceptional uptime, and expandability into a cohesive solution. It supersedes existing infrastructure, ensuring high availability for virtual machines on a singular, user-friendly platform. This fully integrated solution is designed to support your applications seamlessly. Regardless of your hardware needs, the innovative software coupled with a consistent user interface empowers you to effectively manage your infrastructure at the edge. By minimizing administrative burdens, IT administrators can reclaim precious time that can be redirected to strategic initiatives. The straightforward nature of SC//Platform enhances both IT productivity and cost efficiency. While the future may be uncertain, proactive planning is essential. You can create a resilient and adaptable environment by combining legacy and modern hardware and applications, ensuring scalability as demands evolve over time. Through this approach, organizations can better navigate technological advancements and shifting business needs.

Utilize a secure and managed Kubernetes platform to deploy advanced applications seamlessly. Google Kubernetes Engine (GKE) offers a powerful framework for executing both stateful and stateless containerized solutions, catering to diverse requirements ranging from artificial intelligence and machine learning to various web services and backend functionalities, whether straightforward or intricate. Leverage cutting-edge features like four-way auto-scaling and efficient management systems to optimize performance. Improve your configuration with enhanced provisioning options for GPUs and TPUs, take advantage of integrated developer tools, and enjoy multi-cluster capabilities supported by site reliability engineers. Initiate your projects swiftly with the convenience of single-click cluster deployment, ensuring a reliable and highly available control plane with choices for both multi-zonal and regional clusters. Alleviate operational challenges with automatic repairs, timely upgrades, and managed release channels that streamline processes. Prioritizing security, the platform incorporates built-in vulnerability scanning for container images alongside robust data encryption methods. Gain insights through integrated Cloud Monitoring, which offers visibility into your infrastructure, applications, and Kubernetes metrics, ultimately expediting application development while maintaining high security standards. This all-encompassing solution not only boosts operational efficiency but also strengthens the overall reliability and integrity of your deployments while fostering a secure environment for innovation.

Elevate the performance of your vital business and mission-focused workloads by migrating them to the Azure infrastructure. Take advantage of Azure Virtual Machines to run SQL Server, SAP, Oracle® software, and high-performance computing applications effortlessly. You can select your desired Linux distribution or Windows Server for your deployments. Create virtual machines capable of configurations that include up to 416 vCPUs and an impressive 12 TB of memory. Experience outstanding performance with up to 3.7 million local storage IOPS per virtual machine. Utilize up to 30 Gbps Ethernet, alongside the groundbreaking deployment of 200 Gbps InfiniBand technology, to enhance connectivity. Select processors that meet your specific requirements, with options available from AMD, Arm-based Ampere, or Intel. Protect sensitive data, guard virtual machines against cyber threats, secure your network communications, and comply with regulatory standards. Use Virtual Machine Scale Sets to build applications that can scale seamlessly according to demand. Reduce your cloud costs by leveraging Azure Spot Virtual Machines and reserved instances, and establish a dedicated private cloud through Azure Dedicated Host. By hosting mission-critical applications on Azure, you can greatly improve system resilience and ensure uninterrupted operations. This all-encompassing strategy not only fosters innovation but also ensures that businesses stay secure and compliant in an ever-changing digital environment, enabling sustainable growth through technological advancement.

Effortlessly expand your applications from their inception to a worldwide scale without the hassle of managing infrastructure. The platform allows for swift evolution, enabling the use of various popular programming languages alongside numerous development tools. You can rapidly build and launch applications using familiar languages or integrate your favored language runtimes and frameworks with ease. Furthermore, resource management can be controlled via the command line, enabling you to troubleshoot source code and run API back ends flawlessly. This setup lets you focus on your coding endeavors while the management of the core infrastructure is taken care of. You can also bolster the security of your applications with features such as firewall protections, rules for identity and access management, and the automatic handling of SSL/TLS certificates. Operating within a serverless environment removes the worries of over or under provisioning, while App Engine smartly adjusts to your application's traffic and uses resources only when your code is in operation, promoting both efficiency and cost savings. This streamlined method not only enhances development productivity but also encourages innovation by freeing developers from the limitations associated with conventional infrastructure challenges. With these advantages, you are empowered to push the boundaries of what is possible in application development.

The Virtuozzo platform serves as a comprehensive solution for entrepreneurs looking to establish their own cloud services, allowing hosting providers to distinguish themselves from the competition by offering a diverse range of infrastructure solutions, including a robust DevOps PaaS, container hosting, and various pre-packaged clusters such as Magento, WordPress, Kubernetes, and replicated SQL and NoSQL databases, along with the capability for auto-scaling Elastic VPS. Additionally, we provide essential tools that facilitate platform management, customer support, and the tracking of return on investment growth. As a trailblazer in the industry, Virtuozzo introduced the first commercially viable container technology 21 years ago and currently powers over a million virtual environments, bolstered by a portfolio of more than 100 patents. Our commitment to innovation extends to significant contributions to open-source projects, including KVM, Docker, OpenStack, OpenVZ, CRIU, and the Linux kernel, all of which have helped us secure a dominant presence, capturing roughly 40% of the global VPS hosting market. Furthermore, our ongoing dedication to enhancing cloud solutions ensures that our clients remain equipped with cutting-edge resources to thrive in a competitive landscape.

Crusoe provides a specialized cloud infrastructure designed specifically for artificial intelligence applications, featuring advanced GPU capabilities and premium data centers. This platform is crafted for AI-focused computing, highlighting high-density racks and pioneering direct liquid-to-chip cooling technology that boosts overall performance. Crusoe’s infrastructure ensures reliable and scalable AI solutions, enhanced by functionalities such as automated node swapping and thorough monitoring, along with a dedicated customer success team that aids businesses in deploying production-level AI workloads effectively. In addition, Crusoe prioritizes environmental responsibility by harnessing clean, renewable energy sources, allowing them to deliver cost-effective services at competitive rates. Moreover, Crusoe is committed to continuous improvement, consistently adapting its offerings to align with the evolving demands of the AI sector, ensuring that they remain at the forefront of technological advancements. Their dedication to innovation and sustainability positions them as a leader in the cloud infrastructure space for AI.

Virtualization Software for AI Infrastructure. Improve the oversight and administration of AI operations to maximize GPU efficiency. Run:AI has introduced the first dedicated virtualization layer tailored for deep learning training models. By separating workloads from the physical hardware, Run:AI creates a unified resource pool that can be dynamically allocated as necessary, ensuring that precious GPU resources are utilized to their fullest potential. This methodology supports effective management of expensive GPU resources. With Run:AI’s sophisticated scheduling framework, IT departments can manage, prioritize, and coordinate computational resources in alignment with data science initiatives and overall business goals. Enhanced capabilities for monitoring, job queuing, and automatic task preemption based on priority levels equip IT with extensive control over GPU resource utilization. In addition, by establishing a flexible ‘virtual resource pool,’ IT leaders can obtain a comprehensive understanding of their entire infrastructure’s capacity and usage, regardless of whether it is on-premises or in the cloud. Such insights facilitate more strategic decision-making and foster improved operational efficiency. Ultimately, this broad visibility not only drives productivity but also strengthens resource management practices within organizations.

Nerdio Manager for Enterprise and Nerdio Manager for MSP equip Managed Service Providers and IT professionals with the tools needed to rapidly deploy Azure Virtual Desktop and Windows 365, enabling comprehensive management of all environments from a centralized, user-friendly interface while achieving cost reductions of up to 75% on Azure resources. The platform builds upon the existing capabilities of Azure Virtual Desktop and Windows 365, facilitating quick and automated virtual desktop deployments, simple management processes that can be completed in just a few clicks, and features designed to maximize savings without sacrificing the robust security that Microsoft Azure provides or the exceptional support from Nerdio. For Managed Service Providers, the multi-tenant framework allows for automatic provisioning in under an hour and swift connections to current deployments within minutes, all while streamlining client management through an intuitive admin portal. Furthermore, Nerdio's Advanced Auto-scaling feature ensures optimal cost efficiency, allowing businesses to adjust resources dynamically based on demand. This holistic approach not only simplifies the deployment process but also significantly boosts operational efficiency, making it an essential asset for contemporary IT management that drives innovation and growth.

Enhance your computational efficiency with a variety of GPUs designed for both machine learning and high-performance computing (HPC), catering to different performance levels and budgetary needs. With flexible pricing options and customizable systems, you can optimize your hardware configuration to boost your productivity. Google Cloud provides powerful GPU options that are perfect for tasks in machine learning, scientific research, and 3D graphics rendering. The available GPUs include models like the NVIDIA K80, P100, P4, T4, V100, and A100, each offering distinct performance capabilities to fit varying financial and operational demands. You have the ability to balance factors such as processing power, memory, high-speed storage, and can utilize up to eight GPUs per instance, ensuring that your setup aligns perfectly with your workload requirements. Benefit from per-second billing, which allows you to only pay for the resources you actually use during your operations. Take advantage of GPU functionalities on the Google Cloud Platform, where you can access top-tier solutions for storage, networking, and data analytics. The Compute Engine simplifies the integration of GPUs into your virtual machine instances, presenting a streamlined approach to boosting processing capacity. Additionally, you can discover innovative applications for GPUs and explore the range of GPU hardware options to elevate your computational endeavors, potentially transforming the way you approach complex projects.

StormForge delivers immediate advantages to organizations by optimizing Kubernetes workloads, resulting in cost reductions of 40-60% and enhancements in overall performance and reliability throughout the infrastructure. The Optimize Live solution, designed specifically for vertical rightsizing, operates autonomously and can be finely adjusted while integrating smoothly with the Horizontal Pod Autoscaler (HPA) at a large scale. Optimize Live effectively manages both over-provisioned and under-provisioned workloads by leveraging advanced machine learning algorithms to analyze usage data and recommend the most suitable resource requests and limits. These recommendations can be implemented automatically on a customizable schedule, which takes into account fluctuations in traffic and shifts in application resource needs, guaranteeing that workloads are consistently optimized and alleviating developers from the burdensome task of infrastructure sizing. Consequently, this allows teams to focus more on innovation rather than maintenance, ultimately enhancing productivity and operational efficiency.

Our Linux virtual machines streamline cloud infrastructure while offering a comprehensive suite of tools designed to facilitate faster and more efficient development, deployment, and scaling of modern applications. Linode is committed to ensuring that virtual computing is a catalyst for cloud innovation, emphasizing the need for it to be accessible, affordable, and user-friendly. With our infrastructure-as-a-service platform available across 11 global markets from strategically located data centers, we leverage our Next Generation Network, advanced APIs, extensive services, and a rich repository of educational materials to support users. By combining Linode's products, services, and knowledgeable staff, developers and businesses are empowered to create, deploy, and scale applications in the cloud with greater efficiency and cost-effectiveness, ultimately driving forward their technological aspirations. Additionally, our focus on continuous improvement ensures that users have access to the latest advancements in cloud technology.

Nscale stands out as a dedicated hyperscaler aimed at advancing artificial intelligence, providing high-performance computing specifically optimized for training, fine-tuning, and handling intensive workloads. Our comprehensive approach in Europe encompasses everything from data centers to software solutions, guaranteeing exceptional performance, efficiency, and sustainability across all our services. Clients can access thousands of customizable GPUs via our sophisticated AI cloud platform, which facilitates substantial cost savings and revenue enhancement while streamlining AI workload management. The platform is designed for a seamless shift from development to production, whether using Nscale's proprietary AI/ML tools or integrating external solutions. Additionally, users can take advantage of the Nscale Marketplace, offering a diverse selection of AI/ML tools and resources that aid in the effective and scalable creation and deployment of models. Our serverless architecture further simplifies the process by enabling scalable AI inference without the burdens of infrastructure management. This innovative system adapts dynamically to meet demand, ensuring low latency and cost-effective inference for top-tier generative AI models, which ultimately leads to improved user experiences and operational effectiveness. With Nscale, organizations can concentrate on driving innovation while we expertly manage the intricate details of their AI infrastructure, allowing them to thrive in an ever-evolving technological landscape.

Effortlessly train cutting-edge models in artificial intelligence, machine learning, and deep learning. With just a few clicks, you can expand your computing capabilities, transitioning from a single machine to an entire fleet of virtual machines. Lambda Cloud allows you to kickstart or broaden your deep learning projects quickly, helping you minimize computing costs while easily scaling up to hundreds of GPUs when necessary. Each virtual machine comes pre-installed with the latest version of Lambda Stack, which includes leading deep learning frameworks along with CUDA® drivers. Within seconds, you can access a dedicated Jupyter Notebook development environment for each machine right from the cloud dashboard. For quick access, you can use the Web Terminal available in the dashboard or establish an SSH connection using your designated SSH keys. By developing a scalable computing infrastructure specifically designed for deep learning researchers, Lambda enables significant cost reductions. This service allows you to enjoy the benefits of cloud computing's adaptability without facing prohibitive on-demand charges, even as your workloads expand. Consequently, you can dedicate your efforts to your research and projects without the burden of financial limitations, ultimately fostering innovation and progress in your field. Additionally, this seamless experience empowers researchers to experiment freely and push the boundaries of their work.

Leverage the power of the enterprise workload engine to improve efficiency, enhance security measures, and foster innovation within your company. The newest iteration of vSphere delivers essential services designed for the current hybrid cloud landscape. It has been revamped to include integrated Kubernetes, enabling traditional enterprise applications to run smoothly alongside modern containerized solutions. This transformation aids in updating on-premises infrastructure through efficient cloud integration. By adopting centralized management systems, obtaining global insights, and applying automation, productivity can be significantly enhanced. Furthermore, you can take advantage of additional cloud services to optimize your operations. In response to the needs of distributed workloads, networking capabilities on the DPU are fine-tuned, resulting in better throughput and lower latency. This strategy also frees up GPU resources, which can be utilized to accelerate the training of AI and machine learning models, even those that are more complex. Ultimately, this cohesive platform not only simplifies operations but also facilitates your organization’s advancement in a rapidly changing digital environment, allowing for sustained growth and adaptation.

Hyperstack stands as a premier self-service GPU-as-a-Service platform, providing cutting-edge hardware options like the H100, A100, and L40, and catering to some of the most innovative AI startups globally. Designed for enterprise-level GPU acceleration, Hyperstack is specifically optimized to handle demanding AI workloads. Similarly, NexGen Cloud supplies robust infrastructure suitable for a diverse clientele, including small and medium enterprises, large corporations, managed service providers, and technology enthusiasts alike. Powered by NVIDIA's advanced architecture and committed to sustainability through 100% renewable energy, Hyperstack's offerings are available at prices up to 75% lower than traditional cloud service providers. The platform is adept at managing a wide array of high-performance tasks, encompassing Generative AI, Large Language Modeling, machine learning, and rendering, making it a versatile choice for various technological applications. Overall, Hyperstack's efficiency and affordability position it as a leader in the evolving landscape of cloud-based GPU services.

IBM Cloud for VMware Solutions presents an efficient way for companies to fully utilize the extensive benefits of cloud computing. By facilitating the transfer of VMware workloads to IBM Cloud, organizations can take advantage of their current tools, technologies, and knowledge from on-premises setups. The integration of Red Hat OpenShift further improves automation and connectivity, accelerating innovation through a range of services, including AI and analytics. This offering features a secure and compliant automated deployment framework that has received validation for use by financial institutions. With a rich history spanning over 15 years, IBM stands as one of the largest VMware workload operators worldwide. The platform guarantees exceptional infrastructure and performance with an array of over 100 bare metal configurations. Additionally, it possesses the industry's highest data security certification, empowering users to retain control through the "keep your own key" (KYOK) functionality. Businesses can move and extend their virtual machines (VMs) to the cloud, aiding in data center consolidation, enhancing capacity to meet increasing resource needs, or revitalizing legacy systems with state-of-the-art cloud advancements. This all-encompassing solution not only boosts operational efficiency but also nurtures a more adaptable IT landscape, allowing organizations to stay competitive in an ever-evolving digital world. Ultimately, IBM Cloud for VMware Solutions equips businesses to thrive by seamlessly blending traditional and cloud-based environments.

The Kubermatic Kubernetes Platform (KKP) accelerates the digital transformation journey for businesses by optimizing their cloud operations, no matter where they are located. With KKP, both operations and DevOps teams can effortlessly manage virtual machines and containerized workloads across a variety of environments, such as hybrid-cloud, multi-cloud, and edge setups, all via an intuitive self-service portal tailored for developers and operations alike. As an open-source solution, KKP enables the automation of numerous Kubernetes clusters across different contexts, guaranteeing exceptional density and robustness. This platform allows organizations to create and maintain a multi-cloud self-service Kubernetes environment with a quick time to market, which greatly boosts overall efficiency. Notably, developers and operations teams can launch clusters in less than three minutes on any infrastructure, driving swift innovation. Centralized management of workloads is available through a single dashboard, ensuring a coherent experience whether deployed in the cloud, on-premises, or at the edge. Moreover, KKP enhances the scalability of your cloud-native architecture while upholding enterprise-level governance, which is crucial for maintaining compliance and security throughout the entire infrastructure. This capability not only supports organizations in navigating the complexities of modern cloud environments but also reinforces their ability to stay agile and in control amidst the rapid changes of today's digital world.

dinCloud operates as a provider of cloud services, specializing in hosted private clouds that deliver accessible workspaces and cloud infrastructure to customers via direct and open access. Their subscription-based offerings are customizable to fit numerous business models, leading to reduced expenses, enhanced security, greater control, and improved productivity for users. This flexibility makes dinCloud an appealing choice for businesses looking to optimize their cloud solutions.

Move your SQL Server workloads to the cloud to capitalize on the impressive performance and security features inherent in SQL Server while gaining the added advantages of Azure's flexibility and hybrid connectivity. This migration can lead to a substantial reduction in total cost of ownership (TCO) and allows you to benefit from built-in security and automated management by using the SQL Server IaaS Agent extension for your virtual machines (VMs), all without any additional costs. Moreover, you can save considerable time with seamless post-deployment conversions, which eliminate the hassle of redeploying production environments. In addition, your ongoing operational costs can be lowered through automatic image maintenance, timely updates, and critical patches that guarantee smooth system functionality. With the straightforward and familiar interface of SQL Server, managing diverse virtual machines becomes a simple task, enhancing productivity and operational efficiency. This thoughtful transition not only updates your infrastructure but also sets the stage for your organization's future growth and innovative endeavors, ensuring you remain competitive in an ever-evolving marketplace. As a result, you position your business to leverage the latest technological advancements and meet the demands of your customers effectively.

An advanced platform tailored for training purposes comes fitted with NVIDIA® H100 Tensor Core GPUs, providing attractive pricing options and customized assistance. This system is specifically engineered to manage large-scale machine learning tasks, enabling effective multihost training that leverages thousands of interconnected H100 GPUs through the cutting-edge InfiniBand network, reaching speeds as high as 3.2Tb/s per host. Users can enjoy substantial financial benefits, including a minimum of 50% savings on GPU compute costs in comparison to top public cloud alternatives*, alongside additional discounts for GPU reservations and bulk ordering. To ensure a seamless onboarding experience, we offer dedicated engineering support that guarantees efficient platform integration while optimizing your existing infrastructure and deploying Kubernetes. Our fully managed Kubernetes service simplifies the deployment, scaling, and oversight of machine learning frameworks, facilitating multi-node GPU training with remarkable ease. Furthermore, our Marketplace provides a selection of machine learning libraries, applications, frameworks, and tools designed to improve your model training process. New users are encouraged to take advantage of a free one-month trial, allowing them to navigate the platform's features without any commitment. This unique blend of high performance and expert support positions our platform as an exceptional choice for organizations aiming to advance their machine learning projects and achieve their goals. Ultimately, this offering not only enhances productivity but also fosters innovation and growth in the field of artificial intelligence.

Scaleway provides a cloud solution that genuinely meets your needs. With a solid framework designed to foster digital advancement, it encompasses a high-performance cloud ecosystem alongside extensive eco-friendly data centers. Our platform is customized for developers and growing businesses, offering all the tools required for seamless creation, deployment, and scaling of your infrastructure. We deliver a diverse array of services, which includes Compute, GPU, Bare Metal, and Containers, in addition to Evolutive & Managed Storage options. Furthermore, our capabilities extend into Networking and IoT, showcasing a broad variety of dedicated servers suitable for even the most demanding tasks. Alongside our premium dedicated servers, we also provide Web Hosting and Domain Name Services. You can take advantage of our specialized knowledge to securely manage your hardware in our resilient, high-performance data centers, with flexible options for Private Suites & Cages, and various Rack configurations. Scaleway's six cutting-edge data centers across Europe enable us to offer cloud solutions to clients in more than 160 countries worldwide. Our dedicated Excellence team is on hand 24/7 throughout the year, ensuring we are always prepared to assist our customers in leveraging, refining, and maximizing their platforms with the support of skilled professionals, fostering an ongoing culture of improvement and innovation. This commitment to customer service and technological advancement sets Scaleway apart in the cloud industry.

Today, companies have a wide array of choices for training their deep learning and machine learning models in a cost-effective manner. AI accelerators are designed to address multiple use cases, offering solutions that vary from budget-friendly inference to comprehensive training options. Initiating the process is made easy with a multitude of services aimed at supporting both development and deployment stages. Custom ASICs known as Tensor Processing Units (TPUs) are crafted specifically to optimize the training and execution of deep neural networks, leading to enhanced performance. With these advanced tools, businesses can create and deploy more sophisticated and accurate models while keeping expenditures low, resulting in quicker processing times and improved scalability. A broad assortment of NVIDIA GPUs is also available, enabling economical inference or boosting training capabilities, whether by scaling vertically or horizontally. Moreover, employing RAPIDS and Spark in conjunction with GPUs allows users to perform deep learning tasks with exceptional efficiency. Google Cloud provides the ability to run GPU workloads, complemented by high-quality storage, networking, and data analytics technologies that elevate overall performance. Additionally, users can take advantage of CPU platforms upon launching a VM instance on Compute Engine, featuring a range of Intel and AMD processors tailored for various computational demands. This holistic strategy not only empowers organizations to tap into the full potential of artificial intelligence but also ensures effective cost management, making it easier for them to stay competitive in the rapidly evolving tech landscape. As a result, companies can confidently navigate their AI journeys while maximizing resources and innovation.

CORE is an advanced computing platform tailored for a wide range of applications, providing outstanding performance. Its user-friendly point-and-click interface enables individuals to start their projects swiftly and with ease. Even the most demanding applications can run smoothly on this platform. CORE offers nearly limitless computing power on demand, allowing users to take full advantage of cloud technology without hefty costs. The team version of CORE is equipped with robust tools for organizing, filtering, creating, and linking users, machines, and networks effectively. With its straightforward GUI, obtaining a comprehensive view of your infrastructure has never been easier. The management console combines simplicity and strength, making tasks like integrating VPNs or Active Directory a breeze. What used to take days or even weeks can now be done in just moments, simplifying previously complex network configurations. Additionally, CORE is utilized by some of the world’s most pioneering organizations, highlighting its dependability and effectiveness. This positions it as an essential resource for teams aiming to boost their computing power and optimize their operations, while also fostering innovation and efficiency across various sectors. Ultimately, CORE empowers users to achieve their goals with greater speed and precision than ever before.

Our infrastructure is meticulously crafted to meet all your computing demands, whether you're in need of a single GPU, thousands of them, or just a lone vCPU alongside a multitude of tens of thousands of vCPUs; we have your needs completely addressed. Our resources remain perpetually available to assist you whenever required, ensuring you never face downtime. Transitioning between GPU and CPU instances on our platform is remarkably straightforward. You have the freedom to deploy, modify, and scale your instances to suit your unique requirements without facing any hurdles. Enjoy the advantages of exceptional machine learning performance without straining your budget. We provide cutting-edge technology at a price point that is significantly more economical. Our high-performance GPUs are specifically designed to handle the intricacies of your workloads with remarkable efficiency. Experience computational resources tailored to manage the complexities of your models effectively. Take advantage of our infrastructure for extensive inference and access vital libraries via our OblivusAI OS. Moreover, elevate your gaming experience by leveraging our robust infrastructure, which allows you to enjoy games at your desired settings while optimizing overall performance. This adaptability guarantees that you can respond to dynamic demands with ease and convenience, ensuring that your computing power is always aligned with your evolving needs.

Previously, completing tasks like deep learning, 3D modeling, simulations, distributed analytics, and molecular modeling could take days or even weeks. However, with GPUonCLOUD's specialized GPU servers, these tasks can now be finished in just a few hours. Users have the option to select from a variety of pre-configured systems or ready-to-use instances that come equipped with GPUs compatible with popular deep learning frameworks such as TensorFlow, PyTorch, MXNet, and TensorRT, as well as libraries like OpenCV for real-time computer vision, all of which enhance the AI/ML model-building process. Among the broad range of GPUs offered, some servers excel particularly in handling graphics-intensive applications and multiplayer gaming experiences. Moreover, the introduction of instant jumpstart frameworks significantly accelerates the AI/ML environment's speed and adaptability while ensuring comprehensive management of the entire lifecycle. This remarkable progression not only enhances workflow efficiency but also allows users to push the boundaries of innovation more rapidly than ever before. As a result, both beginners and seasoned professionals can harness the power of advanced technology to achieve their goals with remarkable ease.

The NVIDIA DGX Cloud offers a robust AI infrastructure as a service, streamlining the process of deploying extensive AI models and fostering rapid innovation. This platform presents a wide array of tools tailored for machine learning, deep learning, and high-performance computing, allowing enterprises to execute their AI tasks effectively in the cloud. Additionally, its effortless integration with leading cloud services provides the scalability, performance, and adaptability required to address intricate AI challenges, while also removing the burdens associated with on-site hardware management. This makes it an invaluable resource for organizations looking to harness the power of AI without the typical constraints of physical infrastructure.

The Intel® Tiber™ AI Cloud is a powerful platform designed to effectively scale artificial intelligence tasks by leveraging advanced computing technologies. It incorporates specialized AI hardware, featuring products like the Intel Gaudi AI Processor and Max Series GPUs, which optimize model training, inference, and deployment processes. This cloud solution is specifically crafted for enterprise applications, enabling developers to build and enhance their models utilizing popular libraries such as PyTorch. Furthermore, it offers a range of deployment options and secure private cloud solutions, along with expert support, ensuring seamless integration and swift deployment that significantly improves model performance. By providing such a comprehensive package, Intel Tiber™ empowers organizations to fully exploit the capabilities of AI technologies and remain competitive in an evolving digital landscape. Ultimately, it stands as an essential resource for businesses aiming to drive innovation and efficiency through artificial intelligence.

Utilize GPU-accelerated instances that can be customized to align with your artificial intelligence needs and budget. Gain access to a vast selection of GPUs housed in a state-of-the-art AI data center, perfectly suited for large-scale training and inference tasks. The current trajectory in the AI sector is clearly favoring GPU cloud solutions, facilitating the development and implementation of groundbreaking models while simplifying the complexities of infrastructure management and resource constraints. Providers specializing in AI cloud services consistently outperform traditional hyperscalers in terms of availability, cost-effectiveness, and the capability to scale GPU resources for complex AI applications. Ori offers a wide variety of GPU options, each tailored to fulfill distinct processing requirements, resulting in superior availability of high-performance GPUs compared to typical cloud offerings. This advantage allows Ori to present increasingly competitive pricing year after year, whether through pay-as-you-go models or dedicated servers. When compared to the hourly or usage-based charges of conventional cloud service providers, our GPU computing costs are significantly lower for running extensive AI operations, making it an attractive option. Furthermore, this financial efficiency positions Ori as an appealing selection for enterprises aiming to enhance their AI strategies, ensuring they can optimize their resources effectively for maximum impact.

We created a containerization platform using Rust that focuses on achieving the fastest cold-start times possible. This platform enables effortless scaling from hundreds of GPUs down to zero in just seconds, meaning you only incur costs for the resources you actively use. Functions can be deployed to the cloud in seconds, and it supports custom container images along with specific hardware requirements. There's no need to deal with YAML; our system makes the process straightforward. Startups and academic researchers can take advantage of free compute credits up to $25,000 on Modal, applicable to GPU computing and access to high-demand GPU types. Modal keeps a close eye on CPU usage based on fractional physical cores, where each physical core equates to two vCPUs, and it also monitors memory consumption in real-time. You are billed only for the actual CPU and memory resources consumed, with no hidden fees involved. This novel strategy not only simplifies deployment but also enhances cost efficiency for users, making it an attractive solution for a wide range of applications. Additionally, our platform ensures that users can focus on their projects without worrying about resource management complexities.

Establishing your workspace should be simple and free from complications. We've taken authentic user insights from our community into consideration to improve the developer experience significantly. Our pricing model is specifically designed for cloud-native applications, ensuring you are charged solely for the resources you use, without any concealed fees. Enhance your productivity with leading launch times that facilitate rapid project starts. Accelerate your development processes, encourage creativity, and achieve outcomes swiftly. Experience ultra-fast, efficient, managed Kubernetes solutions that empower you to host applications and modify resources as needed, boasting 90-second cluster launch times and a no-cost control plane. Take advantage of enterprise-level computing instances built on Kubernetes, complete with support across multiple regions, DDoS protection, bandwidth pooling, and an all-encompassing set of developer tools. Enjoy a fully managed, auto-scaling machine learning environment that requires no prior knowledge of Kubernetes or machine learning. Effortlessly configure and scale managed databases directly through your Civo dashboard or via our developer API, enabling you to modify your resources based on your requirements while only paying for what you use. This strategy not only streamlines your workflow but also empowers you to concentrate on what truly matters: driving innovation and fostering growth. Additionally, with our user-friendly interface, you can easily navigate through various features to enhance your overall experience.

QEMU is a dynamic and open-source tool that functions as both a machine emulator and a virtualizer, permitting users to run various operating systems on multiple architectures. This allows for applications created for different Linux or BSD systems to be executed seamlessly on any compatible architecture. In addition, it offers the capability to run KVM and Xen virtual machines with impressive performance that is comparable to native execution. Recently, a host of new features has been incorporated, including comprehensive guest memory dumps, pre-copy/post-copy migration, and the ability to take background snapshots of guests. Furthermore, support for DEVICE_UNPLUG_GUEST_ERROR has been introduced, enabling the identification of hotplug failures as reported by guests. For macOS users utilizing Apple Silicon CPUs, the introduction of the ‘hvf’ accelerator significantly enhances AArch64 guest support. The integration of the M-profile MVE extension for the Cortex-M55 processor represents another noteworthy advancement. Additionally, AMD SEV guests can now conduct kernel binary measurement during direct kernel boot without the need for a bootloader. Enhanced vhost-user and NUMA memory options have also been made available across all supported boards, reflecting a significant commitment to compatibility. This expansion of capabilities underscores QEMU's dedication to delivering powerful virtualization solutions that adapt to a broad spectrum of user requirements and technological advancements.

AWS has introduced Inferentia accelerators to enhance performance and reduce expenses associated with deep learning inference tasks. The original version of this accelerator is compatible with Amazon Elastic Compute Cloud (Amazon EC2) Inf1 instances, delivering throughput gains of up to 2.3 times while cutting inference costs by as much as 70% in comparison to similar GPU-based EC2 instances. Numerous companies, including Airbnb, Snap, Sprinklr, Money Forward, and Amazon Alexa, have successfully implemented Inf1 instances, reaping substantial benefits in both efficiency and affordability. Each first-generation Inferentia accelerator comes with 8 GB of DDR4 memory and a significant amount of on-chip memory. In comparison, Inferentia2 enhances the specifications with a remarkable 32 GB of HBM2e memory per accelerator, providing a fourfold increase in overall memory capacity and a tenfold boost in memory bandwidth compared to the first generation. This leap in technology places Inferentia2 as an optimal choice for even the most resource-intensive deep learning tasks. With such advancements, organizations can expect to tackle complex models more efficiently and at a lower cost.

IBM Cloud offers a variety of virtual server solutions that are tailored for cloud-native applications and work well within public, private, and hybrid infrastructures. These services not only provide considerable financial advantages but also offer users substantial control and visibility, featuring multiple provisioning and pricing options such as single and multi-tenant configurations, along with hourly or monthly billing, reserved capacity agreements, and spot pricing choices. With a flexible infrastructure bolstered by a network of data centers around the globe, IBM Cloud focuses on maximizing data usage, regardless of its geographic position. Furthermore, users have the ability to run development, testing, and other non-production workloads on transient servers that can be decommissioned on a first-come, first-served basis, which promotes efficient use of resources and ensures availability. This setup empowers businesses to rapidly scale their resources in response to fluctuating demands while avoiding unnecessary expenses. Ultimately, IBM Cloud's approach enables organizations to enhance their operational agility and optimize their cloud experience.

CloudPe stands as an international provider of cloud solutions, delivering secure and scalable technology designed for enterprises of every scale, and is the result of a collaborative venture between Leapswitch Networks and Strad Solutions that combines their extensive industry knowledge to create cutting-edge offerings. Their primary services include: Virtual Machines: Offering robust VMs suitable for a variety of business needs such as website hosting and application development. GPU Instances: Featuring NVIDIA GPUs tailored for artificial intelligence and machine learning applications, as well as options for high-performance computing. Kubernetes-as-a-Service: Providing a streamlined approach to container orchestration, making it easier to deploy and manage applications in containers. S3-Compatible Storage: A flexible and scalable storage solution that is also budget-friendly. Load Balancers: Smart load-balancing solutions that ensure even traffic distribution across resources, maintaining fast and dependable performance. Choosing CloudPe means opting for: 1. Reliability 2. Cost Efficiency 3. Instant Deployment 4. A commitment to innovation that drives success for businesses in a rapidly evolving digital landscape.

Software designed to accelerate throughput for virtual servers enhances Windows application performance by a minimum of 30%. It effectively addresses challenging performance issues, particularly in I/O-heavy environments such as MS-SQL. V-locity tackles two significant inefficiencies in I/O management within virtual settings, which typically account for 30-40% of I/O traffic. These inefficiencies include performance noise dampening and the excessive consumption of storage IOPS. Users can anticipate an instant increase in storage IOPS, reclaiming anywhere from 30% to 50% of their storage capabilities. Additionally, many have reported offloading up to 50% of their I/O traffic from storage, resulting in remarkable performance enhancements that can range from 2X to 10X. To maximize these benefits, simply allocate additional memory to critical systems for improved utilization of V-locity. This enhancement is particularly impactful for MS-SQL workloads, as well as applications like Oracle, ERP, VDI (MEDITECH), Business Intelligence, Exchange, SharePoint, and file servers. There is no need for a reboot—just download and install the software to witness a significant reduction in shadow IT issues alongside noticeable performance gains! Moreover, the simplicity of this installation process ensures that users can quickly resolve performance challenges without significant downtime.

With just a single click, you can effortlessly access your high-performance PC from any device, wherever you are, at any time. Experience unparalleled performance with up to 96 cores operating at 2.8 GHz, a remarkable 1360 GB of RAM, and 16 NVIDIA A100 80 GB graphics cards at your disposal. You also have the option to expand your storage and specifications as needed. We simplify the process, enabling you to focus on what is most important—your creative projects. Our range of plans caters to those who wish to use the Cloud PC independently or as part of a collaborative team. Personalize your hardware configuration to meet your specific requirements and smoothly manage your Cloud Desktop via your web browser or desktop application, no matter your location. Renderro Cloud Storage acts as a centralized repository for all your high-quality designs and resources, making them readily accessible when you need them. This scalable storage option means you won’t face limitations due to project file sizes, and you can modify your storage capacity as required. Additionally, Cloud Drives can be shared seamlessly across multiple Cloud Desktops, facilitating smooth transitions between devices without the need for repetitive file transfers, which significantly boosts your productivity and enhances your workflow. Enjoy the freedom and power of cloud technology to elevate your creative endeavors to new heights.

Discover an affordable, high-performance cloud infrastructure that is easy to use, requiring no technical expertise for navigation. With our dedicated support team available 24/7, you can count on personalized assistance whenever you encounter questions or challenges. Our platform includes robust security features such as advanced encryption and authentication, along with ongoing monitoring to protect your valuable data. Our competitive pricing structure guarantees that you receive premium services without compromising on quality. Utho Cloud enables you to turn your ideas into practical solutions, allowing you to build whatever you can imagine. Take advantage of our one-click deployment feature to launch applications in just minutes, greatly enhancing your development process. Although the cloud landscape may seem overwhelming due to the numerous available options, our services provide developers with the flexibility to access cloud resources anytime and from any location. We maintain seven strategically positioned data centers worldwide to reduce latency and optimize user experience. Understanding the necessity of dependable support, you can reach out via call, WhatsApp, or email whenever you need help. Our clear pricing model ensures you only pay for what you use, promoting transparency in all your transactions. Choose Utho Cloud to experience an effective and budget-friendly cloud solution that is customized to fit your unique requirements, making your cloud journey smoother and more efficient. By leveraging our technology, you will be well-equipped to face the challenges of modern development while maximizing your productivity.

VMmanager serves as a comprehensive platform designed to streamline the administration of KVM and LXD virtual machines, offering adaptable solutions for overseeing virtual infrastructure. Its features include the automation of sales processes and integration with various billing systems, ensuring seamless financial management. Additionally, it supports high availability and notification systems to maintain operational efficiency. Network management capabilities allow for robust connectivity oversight, while its user-friendly interface enhances accessibility for all users. This combination of tools makes VMmanager an essential asset for those looking to optimize their virtual environments.

Runyour AI presents an exceptional platform for conducting research in artificial intelligence, offering a wide range of services from machine rentals to customized templates and dedicated server options. This cloud-based AI service provides effortless access to GPU resources and research environments specifically tailored for AI endeavors. Users can choose from a variety of high-performance GPU machines available at attractive prices, and they have the opportunity to earn money by registering their own personal GPUs on the platform. The billing approach is straightforward and allows users to pay solely for the resources they utilize, with real-time monitoring available down to the minute. Catering to a broad audience, from casual enthusiasts to seasoned researchers, Runyour AI offers specialized GPU solutions that cater to a variety of project needs. The platform is designed to be user-friendly, making it accessible for newcomers while being robust enough to meet the demands of experienced users. By taking advantage of Runyour AI's GPU machines, you can embark on your AI research journey with ease, allowing you to concentrate on your creative concepts. With a focus on rapid access to GPUs, it fosters a seamless research atmosphere perfect for both machine learning and AI development, encouraging innovation and exploration in the field. Overall, Runyour AI stands out as a comprehensive solution for AI researchers seeking flexibility and efficiency in their projects.