Alternatives to Tencent Cloud Virtual Machine
Compare Tencent Cloud Virtual Machine alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Tencent Cloud Virtual Machine in 2026. Compare features, ratings, user reviews, pricing, and more from Tencent Cloud Virtual Machine competitors and alternatives in order to make an informed decision for your business.
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Google Compute Engine
Google
Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines. Computing infrastructure in predefined or custom machine sizes to accelerate your cloud transformation. General purpose (E2, N1, N2, N2D) machines provide a good balance of price and performance. Compute optimized (C2) machines offer high-end vCPU performance for compute-intensive workloads. Memory optimized (M2) machines offer the highest memory and are great for in-memory databases. Accelerator optimized (A2) machines are based on the A100 GPU, for very demanding applications. Integrate Compute with other Google Cloud services such as AI/ML and data analytics. Make reservations to help ensure your applications have the capacity they need as they scale. Save money just for running Compute with sustained-use discounts, and achieve greater savings when you use committed-use discounts. -
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Vultr
Vultr
Easily deploy cloud servers, bare metal, and storage worldwide! Our high performance compute instances are perfect for your web application or development environment. As soon as you click deploy, the Vultr cloud orchestration takes over and spins up your instance in your desired data center. Spin up a new instance with your preferred operating system or pre-installed application in just seconds. Enhance the capabilities of your cloud servers on demand. Automatic backups are extremely important for mission critical systems. Enable scheduled backups with just a few clicks from the customer portal. Our easy-to-use control panel and API let you spend more time coding and less time managing your infrastructure. -
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Tencent Cloud Block Storage
Tencent
Tencent Cloud Cloud Block Storage (CBS) provides a persistent block storage service for CVM instances. The lifecycle of an Elastic Cloud Disk is independent of CVM instances. You can mount multiple cloud disks to a CVM instance and unmount them in order to mount them to another CVM instance. CBS offers cloud disks of multiple types and specifications to achieve stable and low-latency storage performance. CBS supports mounting and unmounting to instances in the same availability zone. You can use it to adjust storage capacity in minutes to satisfy elastic demands and pay for only what you use. When disk space becomes insufficient during use, you can purchase one or more cloud disks to satisfy storage capacity requirements. Purchase cloud disks to meet storage demands you did not plan for when buying the CVM instance. Store data on a cloud disk, unmount it, then mount it to another CVM instance to transfer data. -
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Tencent Cloud CVM Dedicated Host
Tencent
Tencent Cloud CVM Dedicated Host (CDH) provides you with exclusive physical server resources that meet the requirements for resource exclusivity, physical isolation, security and compliance. CDH is equipped with Tencent Cloud's virtualized system. Once purchased, CDH can help you flexibly create and manage multiple Cloud Virtual Machine (CVM) instances with custom specs and plan the use of physical resources. CDH provides physical machine-grade exclusive resources which can be independently planned for use to avoid competition from resources of other tenants. CDH can be purchased in just minutes through Tencent Cloud Console or API. CVM instances can be allocated to the specified CDH and independently planned for the use of host resources. The instance specs support customization, allowing for flexible configuration and breaking the limitations of server specs to ensure business performance while making full use of physical server resources. -
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Azure Virtual Machine Scale Sets
Microsoft
Build, on your terms, large-scale services for batch, big data, and container workloads using Azure Virtual Machine Scale Sets, which let you create and manage a group of heterogeneous load-balanced virtual machines (VMs). Increase or decrease the number of VMs automatically in response to demand or based on a schedule you define. Centrally manage, configure, and update thousands of VMs and provide higher availability and security for your applications. Increase application uptime by using availability zones and availability sets to automatically distribute VMs in a scale set within a single data center or across multiple data centers. Scale sets run multiple VM instances of your application. Therefore, if one of these instances has a problem, your customers will continue to access your application with minimal disruption. Virtual machine scale sets guarantee up to 99.99 percent service-level agreements (SLAs) for your VMs.Starting Price: $6.1320 per month -
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TencentDB
Tencent
TencentDB for MySQL makes it easy for you to deploy and use MySQL database, one of the world's most popular open source relational database, in the cloud. TencentDB for MySQL is cost-efficient and flexible; it only takes minutes to deploy a scalable MySQL database instance and you can resize your hardware capacity without shutting down your machines. It comes with a full set of streamlined database OPS solutions, including backups, rollbacks, monitoring, fast scaling and data transfer, freeing you up to focus your energies on developing your business. You can launch and connect to a production-ready MySQL database in minutes with just a few clicks in the TencentDB for MySQL console. TencentDB for MySQL comes with preset parameters and settings tailored for your server, and you can further refine and customize your MySQL database settings via the database parameter group. -
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Infscape UrBackup Appliance
Infscape
A backup solution combining image and file backups for data safety, fast recovery time and long-term archival. Clients for Windows, MacOS and Linux, including changed block tracking for Windows, making it a one-stop solution for both workstation and server backup. Backup storage to local disks, AWS S3 (deduplicated, compressed and encrypted) or compatible storage, making it a very cost-effective way to backup cloud instances or on-premise servers/workstations. Appliance to appliance backup replication for additional data-safety or off-site backups for on-premise appliances.Starting Price: $20 per month -
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Akamai Cloud
Akamai
Akamai Cloud (formerly Linode) is the world’s most distributed cloud computing platform, designed to help businesses deploy low-latency, high-performance applications anywhere. It delivers GPU acceleration, managed Kubernetes, object storage, and compute instances optimized for AI, media, and SaaS workloads. With flat, predictable pricing and low egress fees, Akamai Cloud offers a transparent and cost-effective alternative to traditional hyperscalers. Its global infrastructure ensures faster response times, improved reliability, and data sovereignty across key regions. Developers can scale securely using Akamai’s firewall, database, and networking solutions, all managed through an intuitive interface or API. Backed by enterprise-grade support and compliance, Akamai Cloud empowers organizations to innovate confidently at the edge. -
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CloudPe
Leapswitch Networks
CloudPe is a global cloud solutions provider offering scalable and secure cloud technologies tailored for businesses of all sizes. As a collaborative venture between Leapswitch Networks and Strad Solutions, CloudPe combines extensive industry expertise to deliver innovative services. Key Offerings: Virtual Machines: High-performance VMs designed for various business needs, including hosting websites, building applications, and data processing. GPU Instances: NVIDIA-powered GPUs for AI, machine learning, and high-performance computing, available on-demand. Kubernetes-as-a-Service: Simplified container orchestration for deploying and managing containerized applications efficiently. S3-Compatible Storage: Highly scalable and cost-effective storage solutions. Load Balancers: Intelligent load balancing to distribute traffic evenly across resources, ensuring fast and reliable performance. Why Choose CloudPe? 1. Reliability 2. Cost Efficiency 3. Instant DeploymentStarting Price: ₹931/month -
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CUDO Compute
CUDO Compute
CUDO Compute is a high-performance GPU cloud platform built for AI workloads, offering on-demand and reserved clusters designed to scale. Users can deploy powerful GPUs for demanding AI tasks, choosing from a global pool of high-performance GPUs such as NVIDIA H100 SXM, H100 PCIe, HGX B200, GB200 NVL72, A800 PCIe, H200 SXM, B100, A40, L40S, A100 PCIe, V100, RTX 4000 SFF Ada, RTX A4000, RTX A5000, RTX A6000, and AMD MI250/300. It allows spinning up instances in seconds, providing full control to run AI workloads with speed and flexibility to scale globally while meeting compliance requirements. CUDO Compute offers flexible virtual machines for agile workloads, ideal for development, testing, and lightweight production, featuring minute-based billing, high-speed NVMe storage, and full configurability. For teams requiring direct hardware access, dedicated bare metal servers deliver maximum performance without virtualization.Starting Price: $1.73 per hour -
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Cost-effectively run mission-critical workloads at scale with Azure Managed Instance for Apache Cassandra. Easily manage changing demands with multiple resource and data replication options. Ensure business continuity with zero downtime scalability for hybrid and cloud deployments. Develop applications faster using familiar and fully compatible Cassandra tools and languages. Free yourself from infrastructure management without compromising security. Run your workloads on a managed, secure service to streamline operations with automated repairs, patches, and updates. Make your database more durable and resilient with automatic backups and disaster recovery. Retain the flexibility and control of your hardware configuration with turnkey scaling services and hybrid deployment options. An instance-based pricing model enables you to define the number of CPU cores, virtual machines SKU, and memory/disk space needs.Starting Price: $0.911 per hour
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Tencent Container Registry
Tencent
Tencent Container Registry (TCR) offers secure, dedicated, and high-performance container image hosting and distribution service. You can create dedicated instances in multiple regions across the globe and pull container images from the nearest region to reduce pulling time and bandwidth costs. To guarantee data security, TCR features granular permission management and access control. It also supports P2P accelerated distribution to break through the performance bottleneck due to concurrent pulling of large images by large-scale clusters, helping you quickly expand and update businesses. You can customize image synchronization rules and triggers, and use TCR flexibly with your existing CI/CD workflow to quickly implement container DevOps. TCR instance adopts containerized deployment. You can dynamically adjust the service capability based on actual usage to manage sudden surges in business traffic. -
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EC2 Spot
Amazon
Amazon EC2 Spot Instances let you take advantage of unused EC2 capacity in the AWS cloud. Spot Instances are available at up to a 90% discount compared to On-Demand prices. You can use Spot Instances for various stateless, fault-tolerant, or flexible applications such as big data, containerized workloads, CI/CD, web servers, high-performance computing (HPC), and test & development workloads. Because Spot Instances are tightly integrated with AWS services such as Auto Scaling, EMR, ECS, CloudFormation, Data Pipeline and AWS Batch, you can choose how to launch and maintain your applications running on Spot Instances. Moreover, you can easily combine Spot Instances with On-Demand, RIs and Savings Plans Instances to further optimize workload cost with performance. Due to the operating scale of AWS, Spot Instances can offer the scale and cost savings to run hyper-scale workloads.Starting Price: $0.01 per user, one-time payment, -
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Alibaba Auto Scaling
Alibaba Cloud
Auto Scaling is a service to automatically adjust computing resources based on your volume of user requests. When the demand for computing resources increase, Auto Scaling automatically adds ECS instances to serve additional user requests, or alternatively removes instances in the case of decreased user requests. Automatically adjusts computing resources according to various scaling policies. Supports manual scale-in and scale-out, which offer you flexibility to control resources manually. During peak periods, automatically adds additional computing resources to the pool. When user requests decrease, Auto Scaling automatically releases ECS resources to cut down your costs -
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Tencent Cloud EKS
Tencent
EKS is community-driven and supports the latest Kubernetes version as well as native Kubernetes cluster management. It is ready-to-use in the form of a plugin to support Tencent Cloud products for storage, networking, load balancing, and more. EKS is built on Tencent Cloud's well-developed virtualization technology and network architecture, providing 99.95% service availability. Tencent Cloud ensures the virtual and network isolation of EKS clusters between users. You can configure network policies for specific products using security groups, network ACL, etc. The serverless framework of EKS ensures higher resource utilization and lower OPS costs. Flexible and efficient auto scaling ensures that EKS only consumes the amount of resources required by the current load. EKS provides solutions that meet different business needs and can be integrated with most Tencent Cloud services, such as CBS, CFS, COS, TencentDB products, VPC and more. -
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Virtual Private Cloud (VPC) helps you build an independent network space in Tencent Cloud and allows you to customize network segment classification, IP addresses, and routing policies. You can establish VPN tunnels through the public network/Direct Connect to connect the private network to other cloud resources and flexibly deploy hybrid clouds. Tencent Cloud supports VPC elastic scaling, eliminating the need to purchase, install and debug additional network devices, allowing for the flexible scaling of network resources as business scale changes and enhancing business development. You can implement resource access control at the port and instance levels through network ACLs and security groups and grant minimum account permissions through CAM to comprehensively improve your network security. Network ACL is a stateless virtual firewall that can filter selected packets and control the inbound and outbound data traffic on a subnet at the protocol and port levels.
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Xosphere
Xosphere
Xosphere Instance Orchestrator automatically performs spot optimization by leveraging AWS Spot instances to optimize the cost of your infrastructure while maintaining the same level of reliability as on-demand instances. Spot instances are diversified amongst family, size, and availability zones to minimize any impact when Spot instances are reclaimed. Instances utilizing reservations will not be replaced by Spot instances. Automatically respond to Spot termination notifications and fast-track replacement on-demand instances. EBS volumes can be configured to be attached to new replacement instances enabling stateful applications to work seamlessly. -
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AWS Inferentia
Amazon
AWS Inferentia accelerators are designed by AWS to deliver high performance at the lowest cost for your deep learning (DL) inference applications. The first-generation AWS Inferentia accelerator powers Amazon Elastic Compute Cloud (Amazon EC2) Inf1 instances, which deliver up to 2.3x higher throughput and up to 70% lower cost per inference than comparable GPU-based Amazon EC2 instances. Many customers, including Airbnb, Snap, Sprinklr, Money Forward, and Amazon Alexa, have adopted Inf1 instances and realized its performance and cost benefits. The first-generation Inferentia has 8 GB of DDR4 memory per accelerator and also features a large amount of on-chip memory. Inferentia2 offers 32 GB of HBM2e per accelerator, increasing the total memory by 4x and memory bandwidth by 10x over Inferentia. -
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Amazon EC2 Inf1 Instances
Amazon
Amazon EC2 Inf1 instances are purpose-built to deliver high-performance and cost-effective machine learning inference. They provide up to 2.3 times higher throughput and up to 70% lower cost per inference compared to other Amazon EC2 instances. Powered by up to 16 AWS Inferentia chips, ML inference accelerators designed by AWS, Inf1 instances also feature 2nd generation Intel Xeon Scalable processors and offer up to 100 Gbps networking bandwidth to support large-scale ML applications. These instances are ideal for deploying applications such as search engines, recommendation systems, computer vision, speech recognition, natural language processing, personalization, and fraud detection. Developers can deploy their ML models on Inf1 instances using the AWS Neuron SDK, which integrates with popular ML frameworks like TensorFlow, PyTorch, and Apache MXNet, allowing for seamless migration with minimal code changes.Starting Price: $0.228 per hour -
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VictoriaMetrics Cloud
VictoriaMetrics
VictoriaMetrics Cloud allows users to run the Enterprise version of VictoriaMetrics, hosted on AWS, without the need to perform typical DevOps tasks such as proper configuration, monitoring, log collection, access protection, software updates, and backups. We run VictoriaMetrics Cloud instances in our environment on AWS and provide easy-to-use endpoints for data ingestion and querying. The VictoriaMetrics team takes care of optimal configuration and software maintenance. It comes with the following features: It can be used as a Managed Prometheus - configure Prometheus or Vmagent to write data to Managed VictoriaMetrics and then use the provided endpoint as a Prometheus data source in Grafana; Every VictoriaMetrics Cloud instance runs in an isolated environment, so instances cannot interfere with each other; VictoriaMetrics Cloud instance can be scaled up or scaled down in a few clicks; Automated backups;Starting Price: $190 per month -
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SQL Inventory Manager
IDERA, an Idera, Inc. company
SQL Inventory Manager helps database administrators to manage SQL Server inventory and assets in physical, virtual, and cloud environments. Unlike its competition, it provides automatic discovery of SQL Server instances, databases, and analysis services in the network, protection against back level versions and missing security patches, confirmation that instance growth meets your license commitments, quick display of server details to determine license cost, monitor instance health, gathering of hardware, operating system, instance and database configuration details, pre-defined and customizable licensing, inventory, chargeback and health reports, and tags and filters to simplify organization of instances and databases.Starting Price: $2,556 for 10 instances -
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Tencent Cloud Lighthouse
Tencent Cloud
Tencent Cloud Lighthouse is a next-generation cloud server service designed for lightweight application scenarios, providing an out-of-the-box experience that allows users to quickly build and deploy websites, web applications, mini programs, mini games, and development environments without complex setup. It integrates core cloud resources, including computing, storage, and networking, into preconfigured bundles, simplifying infrastructure management and enabling users to launch applications in just a few clicks. It offers a wide range of prebuilt images that include operating systems and popular software stacks such as WordPress, LAMP, Node.js, and Docker, allowing applications to be initialized automatically without manual installation or configuration. Lighthouse instances function as virtual cloud servers with CPU, storage, and network components, optimized for low to medium workloads like small websites, blogs, ecommerce platforms, and testing environments.Starting Price: $5 per monthn8n -
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Amazon Lightsail
Amazon
Amazon Lightsail provides a number of features designed to help make your project quickly come to life. Designed as an all-in-one cloud platform, Lightsail offers you a one-stop shop for all your cloud needs. Take a look to see how we can help you get started on the AWS infrastructure. Lightsail offers virtual servers (instances) that are easy to set up and backed by the power and reliability of AWS. You can launch your website, web application, or project in minutes, and manage your instance from the intuitive Lightsail console or API. As you’re creating your instance, Lightsail lets you click to launch a simple operating system (OS), a pre-configured application, or a development stack - such as WordPress, Windows, Plesk, LAMP, Nginx, and more. Every Lightsail instance comes with a built-in firewall allowing you to allow or restrict traffic to your instances based on source IP, port and protocol.Starting Price: $3.50 per month -
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Amazon EC2 P5 Instances
Amazon
Amazon Elastic Compute Cloud (Amazon EC2) P5 instances, powered by NVIDIA H100 Tensor Core GPUs, and P5e and P5en instances powered by NVIDIA H200 Tensor Core GPUs deliver the highest performance in Amazon EC2 for deep learning and high-performance computing applications. They help you accelerate your time to solution by up to 4x compared to previous-generation GPU-based EC2 instances, and reduce the cost to train ML models by up to 40%. These instances help you iterate on your solutions at a faster pace and get to market more quickly. You can use P5, P5e, and P5en instances for training and deploying increasingly complex large language models and diffusion models powering the most demanding generative artificial intelligence applications. These applications include question-answering, code generation, video and image generation, and speech recognition. You can also use these instances to deploy demanding HPC applications at scale for pharmaceutical discovery. -
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Tencent Cloud supports automatic online CSR generation and can automatically verify the ownership of domain names hosted by Tencent Cloud DNS or DNSPod, completely automating application review and the issuance of certificates. Certificates issued by any CAs can be uploaded and managed on the console. You can easily monitor the validity period of each certificate in a centralized site. Tencent Cloud supports online CSR generation with private key/passphrase. The passphrase is stored within the certificate for guaranteed data security. SSL supports the rapid deployment of digital certificates in Tencent Cloud resources. Currently, certificates can be quickly deployed to CLB and CDN for data security. Data transfer between browsers/apps and servers are encrypted for added security. Symantec root certificate supports all browsers and mobile devices. HTTPS helps improve the search ranking and credibility of your website.
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Oracle Bare Metal Servers
Oracle
Oracle bare metal servers provide customers with isolation, visibility, and control with a dedicated server. The servers support applications that require high core counts, large amounts of memory, and high bandwidth - scaling up to 128 cores (the largest in the industry), 2 TB of RAM, and up to 1 PB of block storage. Customers can build cloud environments in Oracle bare metal servers with significant performance improvements over other public clouds and on-premises data centers. The E4 family of compute instances includes the industry’s largest bare metal option, with 128 OCPUs and 2TB of memory. Most enterprise applications can be run on a single AMD-based compute instance. Bare metal servers enable customers to run high performance, latency-sensitive, specialized, and traditional workloads directly on dedicated server hardware—just as they would on-premises. Bare metal instances are ideal for workloads that need to run in nonvirtualized environments. -
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Amazon EC2 Auto Scaling
Amazon
Amazon EC2 Auto Scaling helps you maintain application availability and lets you automatically add or remove EC2 instances using scaling policies that you define. Dynamic or predictive scaling policies let you add or remove EC2 instance capacity to service established or real-time demand patterns. The fleet management features of Amazon EC2 Auto Scaling help maintain the health and availability of your fleet. Automation is vital to efficient DevOps, and getting your fleets of Amazon EC2 instances to launch, provision software, and self-heal automatically is a key challenge. Amazon EC2 Auto Scaling provides essential features for each of these instance lifecycle automation steps. Use machine learning to predict and schedule the right number of EC2 instances to anticipate approaching traffic changes. -
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Tencent Cloud Private DNS
Tencent
Private DNS enables you to create custom private domains according to your needs. Such domains do not need to be registered on the public network and can be quickly noted and tagged for more flexible and convenient configuration. By creating a private domain with a specified suffix and setting a PTR record, you can map IPs to the domain to implement reverse DNS, which greatly reduces the amount of spam and improves the visibility of the usage of IPs. Private DNS allows you to filter and view request volume statistics by region, VPC, or domain name and stay up to date with your instance consumption details. Based on DNSPod's industry-leading DNS infrastructure accumulated for over a decade and relying on Tencent Cloud's VPC service, Private DNS provides secure, stable, and highly available private DNS capabilities. -
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Serverless Application Center provides a rich set of application components for building serverless applications in various forms. You can create, deploy, and modify Tencent Cloud resources such as SCF, API Gateway, COS, and TencentDB by simply referencing specific components with a few lines of code. This saves you time and effort from manually activating and managing multiple services in multiple consoles. In addition, Serverless Application Center supports over 1,000 use cases and plugins, freeing you from infrastructure management and maintenance and enabling you to deliver serverless applications with ease. Tencent Cloud collaborates with Serverless Application Center, the world's most popular serverless development platform, to create one-stop, configuration-free solutions ranging from initialization, coding, debugging, resource configuration, deployment, and release to service monitoring, alarming, and troubleshooting.
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cloud-init
cloud-init
Cloud images are operating system templates and every instance starts out as an identical clone of every other instance. It is the user data that gives every cloud instance its personality and cloud-init is the tool that applies user data to your instances automatically. Including datasource and module references, and plenty of examples. While cloud-init started life in Ubuntu, it is now available for most major Linux and FreeBSD operating systems. For cloud image providers, then cloud-init handles many of the differences between cloud vendors automatically — for example, the official Ubuntu cloud images are identical across all public and private clouds. -
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Oracle Cloud Infrastructure Notifications is a highly available, low-latency publish/subscribe (pub/sub) service that sends alerts and messages to Oracle Functions, email, and message delivery partners, including Slack and PagerDuty. The service integrates with Identity and Access Management for secure access, and delivers each message, even during traffic bursts. Send notifications when alarms are breached. Send messages from Monitoring and Events Service to email, Slack, PagerDuty, and HTTPs endpoints. Notify based on a variety of events, such as a new file in object storage or a newly provisioned compute instance. Use Notifications to trigger Functions that execute snippets of code. For example, automatically scale up an Autonomous Database instance, or change the shape of a compute instance. Administrators can control subscriptions through the console, SDK, and Notifications API.Starting Price: $0.02 per 1000 emails sent
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Amazon EC2 Trn2 Instances
Amazon
Amazon EC2 Trn2 instances, powered by AWS Trainium2 chips, are purpose-built for high-performance deep learning training of generative AI models, including large language models and diffusion models. They offer up to 50% cost-to-train savings over comparable Amazon EC2 instances. Trn2 instances support up to 16 Trainium2 accelerators, providing up to 3 petaflops of FP16/BF16 compute power and 512 GB of high-bandwidth memory. To facilitate efficient data and model parallelism, Trn2 instances feature NeuronLink, a high-speed, nonblocking interconnect, and support up to 1600 Gbps of second-generation Elastic Fabric Adapter (EFAv2) network bandwidth. They are deployed in EC2 UltraClusters, enabling scaling up to 30,000 Trainium2 chips interconnected with a nonblocking petabit-scale network, delivering 6 exaflops of compute performance. The AWS Neuron SDK integrates natively with popular machine learning frameworks like PyTorch and TensorFlow. -
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Arkieva Replenishment Planner
Arkieva
As an S&OP planner, responsiveness is the key to success in a rapidly changing market environment. The Arkieva replenishment planner provides a fast and accurate solution to multi-echelon supply chain planning; ensuring that the right quantity and mix of products are shipped to the right location at the right time. Integrated exception planning capability allows S&OP planners to react to potential problems quickly and effectively. Business configurable rules and priorities to minimize late orders. Built-in scenario capability to allow what-ifs based on different demand, manufacturing, and supply assumptions. Facilitates inventory balancing across a multi-echelon network of locations through various replenishment policies. Provides a network view of projected inventory for each SKU for each time period, through easy drill-down reports. Highlights unfilled demand instances, and indicates the cause for late orders for each instance. -
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AWS Elastic Fabric Adapter (EFA)
United States
Elastic Fabric Adapter (EFA) is a network interface for Amazon EC2 instances that enables customers to run applications requiring high levels of inter-node communications at scale on AWS. Its custom-built operating system (OS) bypass hardware interface enhances the performance of inter-instance communications, which is critical to scaling these applications. With EFA, High-Performance Computing (HPC) applications using the Message Passing Interface (MPI) and Machine Learning (ML) applications using NVIDIA Collective Communications Library (NCCL) can scale to thousands of CPUs or GPUs. As a result, you get the application performance of on-premises HPC clusters with the on-demand elasticity and flexibility of the AWS cloud. EFA is available as an optional EC2 networking feature that you can enable on any supported EC2 instance at no additional cost. Plus, it works with the most commonly used interfaces, APIs, and libraries for inter-node communications. -
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Eco
Spot by NetApp
Automated Optimization for AWS Savings Plans and Reserved Instances. Simplify the planning, purchasing and optimization of your cloud commitments portfolio. Eco automates reserved instance lifecycle management, creating a high-ROI, low-risk cloud commitment portfolio that matches your current and projected needs. By identifying and selling off unused capacity and buying appropriate short-term, third-party reservations on the AWS Marketplace, Eco delivers all the benefits of long-term pricing without financial lock-in. Ensure maximum ROI on cloud commitment purchases with analysis, modification and mapping of unused reserved instances and Savings Plans to resource demands. Automate purchasing strategies for reserved instances in the AWS Marketplace throughout their lifecycle to ensure workloads are always running at optimal pricing. Enable collaboration between Finance and DevOps teams with full visibility into compute consumption and automation of optimal reserved instances. -
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Amazon EC2 P4 Instances
Amazon
Amazon EC2 P4d instances deliver high performance for machine learning training and high-performance computing applications in the cloud. Powered by NVIDIA A100 Tensor Core GPUs, they offer industry-leading throughput and low-latency networking, supporting 400 Gbps instance networking. P4d instances provide up to 60% lower cost to train ML models, with an average of 2.5x better performance for deep learning models compared to previous-generation P3 and P3dn instances. Deployed in hyperscale clusters called Amazon EC2 UltraClusters, P4d instances combine high-performance computing, networking, and storage, enabling users to scale from a few to thousands of NVIDIA A100 GPUs based on project needs. Researchers, data scientists, and developers can utilize P4d instances to train ML models for use cases such as natural language processing, object detection and classification, and recommendation engines, as well as to run HPC applications like pharmaceutical discovery and more.Starting Price: $11.57 per hour -
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Leverage an expertly engineered global load balancing platform on infrastructure that ensures fast performance. The DNS is fully configurable via APIs, with DDoS protection and no appliances to manage. Direct traffic to the nearest application instance and/or route traffic for GDPR compliancy. Split loads across compute instances. Detect failed or degraded resource instances and reroute clients. Maintain high availability with disaster recovery. Automatically detect primary site failures, get zero-touch failover, and dynamically fail applications over to designated or available instances. Simplify cloud-based DNS management and load balancing and get disaster recovery to ease the burden on your operations and development teams. F5’s cloud-based, intelligent DNS with global server load balancing (GSLB) efficiently directs application traffic across environments globally, performs health checks, and automates responses to activities and events to maintain high performance among apps.
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Multipass
Canonical
Get an instant Ubuntu VM with a single command. Multipass can launch and run virtual machines and configure them with cloud-init like a public cloud. Prototype your cloud launches locally for free. The first five minutes with Multipass let you know how easy it is to have a lightweight cloud handy. Let’s launch a few LTS instances, list them, exec a command, use cloud-init and clean up old instances to start. The ”Ubuntu Server CLI cheat sheet“ is your fast path to learning the Linux command line - from basic file management to deploying Kubernetes and OpenStack. Multipass provides a command line interface to launch, manage and generally fiddle about with instances of Linux. The downloading of a minty-fresh image takes a matter of seconds, and within minutes a VM can be up and running. Launch instances of Ubuntu and initialise them with cloud-init metadata like AWS, Azure, Google, IBM and Oracle clouds. Simulate your own cloud deployment on your workstation. -
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Tencent Cloud Load Balancer
Tencent
One CLB cluster consists of 4 physical servers, offering an availability of up to 99.95%. In the extreme case where only one CLB instance is available, it can still support over 30 million concurrent connections. The cluster system will quickly remove faulty instances and keep healthy instances to ensure that the backend server continues to operate properly. The CLB cluster scales the service capabilities of the application system elastically according to the business load, and automatically creates and releases CVM instances through the dynamic scaling group of Auto Scaling. These features, in conjunction with a dynamic monitoring system and a billing system that is accurate to the second, eliminate the need to manually intervene or estimate resource requirements, helping you efficiently allocate computing resources and prevent resource waste. -
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Amazon EC2 G5 Instances
Amazon
Amazon EC2 G5 instances are the latest generation of NVIDIA GPU-based instances that can be used for a wide range of graphics-intensive and machine-learning use cases. They deliver up to 3x better performance for graphics-intensive applications and machine learning inference and up to 3.3x higher performance for machine learning training compared to Amazon EC2 G4dn instances. Customers can use G5 instances for graphics-intensive applications such as remote workstations, video rendering, and gaming to produce high-fidelity graphics in real time. With G5 instances, machine learning customers get high-performance and cost-efficient infrastructure to train and deploy larger and more sophisticated models for natural language processing, computer vision, and recommender engine use cases. G5 instances deliver up to 3x higher graphics performance and up to 40% better price performance than G4dn instances. They have more ray tracing cores than any other GPU-based EC2 instance.Starting Price: $1.006 per hour -
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Spot Ocean
Spot by NetApp
Spot Ocean lets you reap the benefits of Kubernetes without worrying about infrastructure while gaining deep cluster visibility and dramatically reducing costs. The key question is how to use containers without the operational overhead of managing the underlying VMs while also take advantage of the cost benefits associated with Spot Instances and multi-cloud. Spot Ocean is built to solve this problem by managing containers in a “Serverless” environment. Ocean provides an abstraction on top of virtual machines allowing to deploy Kubernetes clusters without the need to manage the underlying VMs. Ocean takes advantage of multiple compute purchasing options like Reserved and Spot instance pricing and failover to On-Demand instances whenever necessary, providing 80% reduction in infrastructure costs. Spot Ocean is a Serverless Compute Engine that abstracts the provisioning (launching), auto-scaling, and management of worker nodes in Kubernetes clusters. -
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Vast.ai
Vast.ai
Vast.ai is the market leader in low-cost cloud GPU rental. Use one simple interface to save 5-6X on GPU compute. Use on-demand rentals for convenience and consistent pricing. Or save a further 50% or more with interruptible instances using spot auction based pricing. Vast has an array of providers that offer different levels of security: from hobbyists up to Tier-4 data centers. Vast.ai helps you find the best pricing for the level of security and reliability you need. Use our command line interface to search the entire marketplace for offers while utilizing scriptable filters and sort options. Launch instances quickly right from the CLI and easily automate your deployment. Save an additional 50% or more by using interruptible instances and auction pricing. The highest bidding instances run; other conflicting instances are stopped.Starting Price: $0.20 per hour -
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Polr
Chaoyi Zha
Polr is a quick, modern, and open-source link shortener. It allows you to host your own URL shortener, to brand your URLs, and to gain control over your data. It's also GPLv2+ licensed. Read the installation documentation and get running in no time. Modern and simple interface to manage your links and control your instance. Run-on your own domain to adjust your branding to perfection. Use Polr out of the box or fork the code to tweak it to to your needs. Customize your instance's shortening permissions, redirects, or even its theme. Semantic REST API for integration with other services. Assign new API keys to users automatically, or generate them manually. Create new links or look up existing links without modifying your breaking your existing code. Certain features, such as user deletion and password changing are disabled on the demo instance. Use the demo instance to test the API, the interface, or the admin panel. -
44
Franktek Microsystems Sacco Software
Franktek Microsystems
Cloud based – the software runs on the cloud but its a desktop application, so you can manage your Sacco with ease even if the offices are in different geographic locations. Create unlimited Shares products e.g. you can have ordinary shares and special shares for members each with different face value/current prices. Create Unlimited Savings products with our Sacco management software– you can define different savings products depending on your Sacco portfolio. You can also set dormancy period, interest rates, Minimum withdrawal, and maximum amount per each withdrawal. Create an unlimited number of loan products: Create different instances of loans. For instance, you can set your Sacco to have different loan products with varying repayment periods, interest method(flat, reducing balance), interest rates and min/max loan amounts.Starting Price: $50 per month -
45
Amazon EC2 Capacity Blocks for ML enable you to reserve accelerated compute instances in Amazon EC2 UltraClusters for your machine learning workloads. This service supports Amazon EC2 P5en, P5e, P5, and P4d instances, powered by NVIDIA H200, H100, and A100 Tensor Core GPUs, respectively, as well as Trn2 and Trn1 instances powered by AWS Trainium. You can reserve these instances for up to six months in cluster sizes ranging from one to 64 instances (512 GPUs or 1,024 Trainium chips), providing flexibility for various ML workloads. Reservations can be made up to eight weeks in advance. By colocating in Amazon EC2 UltraClusters, Capacity Blocks offer low-latency, high-throughput network connectivity, facilitating efficient distributed training. This setup ensures predictable access to high-performance computing resources, allowing you to plan ML development confidently, run experiments, build prototypes, and accommodate future surges in demand for ML applications.
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46
Fly.io
Fly.io
Fly.io is a modern cloud platform designed to help developers deploy and run applications quickly and efficiently. It uses lightweight virtual machines called Fly Machines that start instantly and scale based on demand. The platform allows developers to run any code in secure, hardware-isolated environments without complex infrastructure setup. Fly.io supports global deployment across multiple regions, ensuring low-latency performance for users worldwide. It also includes built-in private networking, storage solutions, and monitoring tools. Developers can use their preferred frameworks and tools without needing extensive configuration. By simplifying cloud infrastructure, Fly.io enables teams to build, deploy, and scale applications with ease.Starting Price: $0.02 per GB -
47
xtype
xtype
xtype empowers ServiceNow platform teams to innovate faster, govern multiple instances, shrink the backlog, ensure compliance, and reduce operational risk. xtype is a cutting-edge product that revolutionizes the backup and restores activities for cloning ServiceNow instances. It drastically reduces the preparation time and improves accuracy by automatically identifying what needs to be backed up and restored. Gain unparalleled visibility into your ServiceNow environment with xtype. It provides a live shared view of backup and restore plans, enabling real-time collaboration and visibility of work-in-progress. This ensures all team members are aligned and informed about their responsibilities and the clone status, fostering collaboration and efficiency. xtype provides a multi-instance of your ServiceNow landscape with a purpose-built visibility product native to ServiceNow, giving you, in minutes, the ability to spot and remediate any version inconsistencies. -
48
Tencent Cloud API Gateway
Tencent
API Gateway can be configured in the console or through Tencent Cloud APIs so that you do not need to build additional devices for deployment. It can be quickly constructed as needed using the documentation provided by Tencent Cloud. Tencent Cloud's API Gateway features visual monitoring and a rich set of OPS capabilities such as resource management, tenant isolation, and access control, freeing you from heavy OPS workload. API Gateway can be deployed in clusters so that failover can be quickly performed for faulty gateway nodes to guarantee high service reliability. API Gateway is priced competitively and billed based on the number of API calls made and the traffic generated. -
49
Cloud Custodian
Cloud Custodian
Cloud Custodian enables you to manage your cloud resources by filtering, tagging, and then applying actions to them. The YAML DSL allows the definition of rules to enable well-managed cloud infrastructure that's both secure and cost-optimized. Replace ad-hoc cloud-specific scripts with simpler syntax, and Cloud Custodian will apply those policies to your infrastructure. Custodian supports managing AWS, Azure, and GCP public cloud environments with Kubernetes, Tencent Cloud, and OpenStack support in beta. Custodian can actively enforce security policies by natively integrating with the cloud provider's control plan and remediating in real-time. Includes unified metrics and reporting. Set up off-hours to save money by turning off resources when they're not being used. Garbage collects unused resources by looking into utilization metrics. Easily tag and reap unused resources. Custodian can be run locally, on an instance, or serverless in AWS Lambda.Starting Price: Free -
50
Apache Brooklyn
Apache Software Foundation
Your applications, any clouds, any containers, anywhere. Apache Brooklyn is software for managing cloud applications. Use it for: Blueprints describe your application, stored as text files in version control, components configured & integrated across multiple machines automatically, 20+ public clouds, or your private cloud or bare servers - and Docker containers, monitor key application metrics; scale to meet demand; restart and replace failed components. View and modify using the web console or automate using the REST API.
