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Web Servers
Web servers, also known as HTTP servers, are servers that host websites and web applications. Web servers are the backbone of all sites and web apps on the internet. Many popular web servers are open source. Different web servers have advantages and disadvantages when compared to one another, and selecting the right one depends on use case, deployment, operating system, and more.
Application Server Software
Application server software provides a platform for deploying, managing, and running applications, typically for web or enterprise environments. These servers handle the backend logic of applications, facilitating the connection between client devices and databases or other services. Application servers often provide middleware services such as security, transaction management, and messaging, enabling the smooth execution of applications. They are designed to support multiple users simultaneously and ensure high availability, scalability, and performance of applications. This software is commonly used in environments where complex, data-intensive applications are developed, such as in e-commerce platforms, enterprise resource planning (ERP), and customer relationship management (CRM) systems.
Proxy Servers
Proxy servers act as intermediaries between a user's device and the internet, routing online requests through an external server. They mask the user's IP address, enhancing privacy, anonymity, and security while browsing. Proxy servers are commonly used for web scraping, content access control, and bypassing geo-restrictions on region-locked websites. They can be categorized into different types, including data center proxies, residential proxies, ISP proxies, and mobile proxies, each with distinct features and use cases. By filtering, caching, and encrypting data, proxy servers improve browsing speed, reduce bandwidth usage, and protect users from online threats.
Server Backup Software
Server backup software provides tools for backing up and restoring server data to ensure business continuity in the event of data loss, hardware failure, or disaster. These solutions typically offer automated backup schedules, incremental or full backups, and the ability to store data both locally and in cloud storage for redundancy. Server backup software helps businesses secure critical data, including system configurations, files, applications, and databases, enabling quick recovery. Many solutions include features such as encryption, compression, and deduplication to optimize storage usage and enhance security. With robust disaster recovery options, these tools are essential for maintaining uptime and minimizing the impact of unexpected data loss.
Server Monitoring Software
Server monitoring software helps IT administrators track the performance, health, and availability of servers in real-time. These tools collect and display critical data on server resources such as CPU usage, memory consumption, disk space, and network traffic. By setting alerts for anomalies or performance degradation, server monitoring software helps prevent downtime and ensures servers run optimally. It often includes features like log management, automated reporting, and integration with other IT management tools. These solutions are essential for identifying potential issues early and maintaining the reliability of both on-premises and cloud-based server environments.
Dedicated Server Hosting
Dedicated server hosting provides clients with an entire physical server dedicated solely to their needs, offering full control over hardware resources and configuration. This hosting solution is ideal for high-traffic websites, applications, or services that require significant computing power, stability, and performance. Unlike shared hosting, where multiple users share the same server, dedicated hosting ensures that all resources (such as CPU, RAM, and storage) are allocated to a single user or organization. Clients can often choose between managed or unmanaged hosting, with managed services offering additional support like security updates and monitoring. This type of hosting is often used by businesses, ecommerce sites, or large-scale applications that need maximum uptime and customization.
DNS Servers
DNS servers, short for Domain Name System servers, are public servers that provide a protocol that connects domain names to IP addresses so that web browsers and users are able to navigate to a website using a domain name instead of an IP address. Different free and public DNS servers offer varying degrees of speed and performance. Switching from an ISP's default DNS server to a public DNS server can provide enhanced page load speed and security.
Server Management Software
Server management software provides tools and utilities for managing, monitoring, and maintaining servers in a network environment. These solutions enable administrators to configure servers, track their performance, deploy updates, and troubleshoot issues. Server management software often includes features such as system health monitoring, automated patch management, remote access, and backup solutions. By streamlining administrative tasks and improving the efficiency of server operations, these tools help minimize downtime and ensure optimal performance. They are commonly used by IT professionals to manage both on-premises and cloud-based infrastructure.
Server Virtualization Software
Server virtualization software is a form of technology that allows multiple virtualized operating systems to be hosted on the same physical server. This software helps businesses increase their resource utilization and reduce their operational costs by consolidating their IT infrastructure. It also enables them to better manage their server resources and workloads, as well as quickly deploy new servers in support of specific applications. Additionally, this type of software simplifies the process of maintaining and troubleshooting hardware-related issues.
SQL Server Software
SQL server software is a relational database management system (RDBMS) that allows businesses to store, manage, and retrieve data in structured formats using Structured Query Language (SQL). These platforms provide a robust and scalable solution for handling large volumes of data, enabling users to create, read, update, and delete data within relational databases. SQL server software includes features for data storage, transaction management, data security, backup, and performance optimization, ensuring data integrity and availability. It supports a range of applications from small businesses to enterprise-level solutions, offering integration with other business tools and systems. SQL server software is often used in applications requiring high-performance data storage, reporting, and analytics capabilities.
Ad Server Software
Ad server software is a platform that manages and delivers advertisements across various digital properties, such as websites, mobile apps, and other online channels. It allows advertisers and publishers to target specific audiences, optimize ad placement, and track campaign performance. Ad servers facilitate the automation of ad delivery, ensuring that the right ads reach the right users at the right time. These platforms also offer features like real-time bidding, reporting, and analytics to assess the effectiveness of campaigns and maximize revenue. By managing creative assets, user targeting, and performance metrics, ad server software streamlines the ad-serving process for both advertisers and publishers.
Fax Server Software
Fax server software is a solution that allows businesses to send and receive faxes electronically through a network, rather than relying on traditional fax machines. It integrates with existing IT infrastructure, enabling users to send faxes from their computers, email, or other digital devices. Fax server software typically supports features such as document routing, storage, and forwarding, along with features like fax-to-email or email-to-fax capabilities. It helps streamline communication, reduce paper usage, and improve fax management by allowing organizations to centralize and automate fax workflows. Additionally, fax server software can ensure compliance with regulations like HIPAA, where secure transmission of sensitive information is required.
Web to Print Software
Web-to-print software allows businesses and individuals to design, customize, and order printed materials online, streamlining the print procurement process. These platforms provide an interface for customers to upload designs, choose templates, and customize various print products, such as business cards, brochures, banners, and promotional materials. Web-to-print software often integrates with e-commerce platforms, enabling businesses to offer a seamless online ordering experience. It also includes features for managing print jobs, proofing, payment processing, and fulfillment tracking. By using web-to-print software, printing companies can improve workflow efficiency, reduce production errors, and offer a more convenient service to their customers.
Web Conferencing Software
Web conferencing software allows remote users to connect with each other via real-time audio and video. It is usually used to share documents, audio or video chat, or present slideshows during the meeting. Web conferencing software can be used to facilitate remote meetings, training sessions, webinars, and other online collaborations.
Web Design Software
Web design software enables users to create, design, and publish websites without needing extensive coding knowledge. These tools offer visual editors, templates, and drag-and-drop functionality to build attractive and responsive web pages quickly. Many platforms include features like SEO optimization, multimedia integration, and e-commerce support to enhance site performance and user engagement. Web design software often integrates with content management systems to facilitate easy updates and content publishing. Ultimately, it empowers individuals and businesses to establish a professional online presence with less technical effort.
Web Analytics Software
Web analytics software is a type of software that enables businesses track, measure, and analyze the behavior of visitors on their websites. These platforms provide insights into key metrics such as page views, traffic sources, user demographics, conversion rates, and bounce rates. Web analytics software allows organizations to optimize their websites by identifying areas for improvement, understanding user preferences, and measuring the effectiveness of marketing campaigns. It also helps businesses make data-driven decisions to improve user experience, increase website performance, and drive more conversions.
Web Browsers
Web browsers are software applications that enable users to access and interact with websites and other content on the internet. These platforms retrieve, display, and render web pages, allowing users to view text, images, videos, and other multimedia elements. Web browsers typically include features like tabs for managing multiple pages, bookmarking for quick access to favorite sites, browsing history, and privacy options to enhance security. They may also support extensions and plugins to add additional functionality, such as ad-blocking, enhanced security, or content management.
Web Application Firewalls (WAF)
Web Application Firewalls (WAFs) are security solutions that protect web applications by filtering and monitoring HTTP traffic between the application and the internet. They detect and block threats such as SQL injections, cross-site scripting (XSS), and other common attacks targeting application vulnerabilities. WAFs analyze incoming requests in real time, applying customizable security rules to distinguish between legitimate and potentially malicious traffic. Many WAFs are cloud-based, enabling flexible and scalable protection without impacting application performance. By acting as a shield between web applications and attackers, WAFs help ensure data security, regulatory compliance, and uninterrupted user access.
Web Hosting Providers
Web hosting providers are companies that provide online services and technologies necessary to host websites. They offer a wide variety of packages tailored to the needs of different types of customers, from small businesses to large enterprises. These services generally include server maintenance, software updates, customer support, and uptime monitoring.
Bare Metal Server Providers
Bare metal server providers offer physical servers dedicated solely to a client, with no shared resources. These servers are often used for workloads requiring high performance, customization, or full control over hardware configurations. Bare metal servers typically provide greater reliability and performance compared to virtualized environments since they aren't affected by the "noisy neighbor" issue of shared resources. Clients can choose from a variety of configurations and typically have the option to install their preferred operating systems and software. This type of hosting is particularly ideal for resource-intensive applications such as databases, gaming, and large-scale enterprise applications.
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  • 1
    MXNet

    MXNet

    The Apache Software Foundation

    A hybrid front-end seamlessly transitions between Gluon eager imperative mode and symbolic mode to provide both flexibility and speed. Scalable distributed training and performance optimization in research and production is enabled by the dual parameter server and Horovod support. Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl. A thriving ecosystem of tools and libraries extends MXNet and enables use-cases in computer vision, NLP, time series and more...
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  • 2
    ML Console

    ML Console

    ML Console

    ​ML Console is a web-based application that enables users to build powerful machine learning models without writing a single line of code. Designed for accessibility, it allows individuals from various backgrounds, including marketing professionals, e-commerce store owners, and larger enterprises, to create AI models in less than a minute. It operates entirely within the user's browser, ensuring that data remains local and secure. By leveraging modern web technologies like WebAssembly and Web...
    Starting Price: Free
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  • 3
    Bright Data

    Bright Data

    Bright Data

    Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data...
    1 Rating
    Starting Price: $0.066/GB
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  • 4
    AWS Neuron

    AWS Neuron

    Amazon Web Services

    It supports high-performance training on AWS Trainium-based Amazon Elastic Compute Cloud (Amazon EC2) Trn1 instances. For model deployment, it supports high-performance and low-latency inference on AWS Inferentia-based Amazon EC2 Inf1 instances and AWS Inferentia2-based Amazon EC2 Inf2 instances. With Neuron, you can use popular frameworks, such as TensorFlow and PyTorch, and optimally train and deploy machine learning (ML) models on Amazon EC2 Trn1, Inf1, and Inf2 instances with minimal...
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  • 5
    TensorWave

    TensorWave

    TensorWave

    TensorWave is an AI and high-performance computing (HPC) cloud platform purpose-built for performance, powered exclusively by AMD Instinct Series GPUs. It delivers high-bandwidth, memory-optimized infrastructure that scales with your most demanding models, training, or inference. TensorWave offers access to AMD’s top-tier GPUs within seconds, including the MI300X and MI325X accelerators, which feature industry-leading memory capacity and bandwidth, with up to 256GB of HBM3E supporting...
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  • 6
    JAX

    JAX

    JAX

    ​JAX is a Python library designed for high-performance numerical computing and machine learning research. It offers a NumPy-like API, facilitating seamless adoption for those familiar with NumPy. Key features of JAX include automatic differentiation, just-in-time compilation, vectorization, and parallelization, all optimized for execution on CPUs, GPUs, and TPUs. These capabilities enable efficient computation for complex mathematical functions and large-scale machine-learning models. JAX also...
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  • 7
    Modelbit

    Modelbit

    Modelbit

    Don't change your day-to-day, works with Jupyter Notebooks and any other Python environment. Simply call modelbi.deploy to deploy your model, and let Modelbit carry it — and all its dependencies — to production. ML models deployed with Modelbit can be called directly from your warehouse as easily as calling a SQL function. They can also be called as a REST endpoint directly from your product. Modelbit is backed by your git repo. GitHub, GitLab, or home grown. Code review. CI/CD pipelines. PRs...
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  • 8
    Gensim

    Gensim

    Radim Řehůřek

    Gensim is a free, open source Python library designed for unsupervised topic modeling and natural language processing, focusing on large-scale semantic modeling. It enables the training of models like Word2Vec, FastText, Latent Semantic Analysis (LSA), and Latent Dirichlet Allocation (LDA), facilitating the representation of documents as semantic vectors and the discovery of semantically related documents. Gensim is optimized for performance with highly efficient implementations in Python...
    Starting Price: Free
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  • 9
    RunPod

    RunPod

    RunPod

    RunPod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, RunPod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with...
    141 Ratings
    Starting Price: $0.40 per hour
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  • 10
    Chainer

    Chainer

    Chainer

    A powerful, flexible, and intuitive framework for neural networks. Chainer supports CUDA computation. It only requires a few lines of code to leverage a GPU. It also runs on multiple GPUs with little effort. Chainer supports various network architectures including feed-forward nets, convnets, recurrent nets and recursive nets. It also supports per-batch architectures. Forward computation can include any control flow statements of Python without lacking the ability of backpropagation. It makes...
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  • 11
    Horovod

    Horovod

    Horovod

    Horovod was originally developed by Uber to make distributed deep learning fast and easy to use, bringing model training time down from days and weeks to hours and minutes. With Horovod, an existing training script can be scaled up to run on hundreds of GPUs in just a few lines of Python code. Horovod can be installed on-premise or run out-of-the-box in cloud platforms, including AWS, Azure, and Databricks. Horovod can additionally run on top of Apache Spark, making it possible to unify data...
    Starting Price: Free
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  • 12
    MindSpore

    MindSpore

    MindSpore

    ​MindSpore is an open source deep learning framework developed by Huawei, designed to facilitate easy development, efficient execution, and deployment across cloud, edge, and device environments. It supports multiple programming paradigms, including both object-oriented and functional programming, allowing users to define AI networks using native Python syntax. MindSpore offers a unified programming experience that seamlessly integrates dynamic and static graphs, enhancing compatibility...
    Starting Price: Free
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  • 13
    NeevCloud

    NeevCloud

    NeevCloud

    NeevCloud delivers cutting-edge GPU cloud solutions powered by NVIDIA GPUs like the H200, H100, GB200 NVL72, and many more offering unmatched performance for AI, HPC, and data-intensive workloads. Scale dynamically with flexible pricing and energy-efficient GPUs that reduce costs while maximizing output. Ideal for AI model training, scientific research, media production, and real-time analytics, NeevCloud ensures seamless integration and global accessibility. Experience unparalleled speed,...
    Starting Price: $1.69/GPU/hour
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  • 14
    Compute with Hivenet
    Compute with Hivenet is the world's first truly distributed cloud computing platform, providing reliable and affordable on-demand computing power from a certified network of contributors. Designed for AI model training, inference, and other compute-intensive tasks, it provides secure, scalable, and on-demand GPU resources at up to 70% cost savings compared to traditional cloud providers. Powered by RTX 4090 GPUs, Compute rivals top-tier platforms, offering affordable, transparent pricing...
    2 Ratings
    Starting Price: $0.10/hour
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  • 15
    CoreWeave

    CoreWeave

    CoreWeave

    CoreWeave is a cloud infrastructure provider specializing in GPU-based compute solutions tailored for AI workloads. The platform offers scalable, high-performance GPU clusters that optimize the training and inference of AI models, making it ideal for industries like machine learning, visual effects (VFX), and high-performance computing (HPC). CoreWeave provides flexible storage, networking, and managed services to support AI-driven businesses, with a focus on reliability, cost efficiency,...
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  • 16
    NetsPresso

    NetsPresso

    Nota AI

    NetsPresso is a hardware-aware AI model optimization platform. NetsPresso powers on-device AI across industries, and it's the ultimate platform for hardware-aware AI model development. Lightweight models of LLaMA and Vicuna enable efficient text generation. BK-SDM is a lightweight version of Stable Diffusion models. VLMs combine visual data with natural language understanding. NetsPresso resolves Cloud and server-based AI solutions-related issues, such as limited network, excessive cost...
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  • 17
    Intel Tiber AI Cloud
    Intel® Tiber™ AI Cloud is a powerful platform designed to scale AI workloads with advanced computing resources. It offers specialized AI processors, such as the Intel Gaudi AI Processor and Max Series GPUs, to accelerate model training, inference, and deployment. Optimized for enterprise-level AI use cases, this cloud solution enables developers to build and fine-tune models with support for popular libraries like PyTorch. With flexible deployment options, secure private cloud solutions, and...
    Starting Price: Free
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  • 18
    Nebius

    Nebius

    Nebius

    Training-ready platform with NVIDIA® H100 Tensor Core GPUs. Competitive pricing. Dedicated support. Built for large-scale ML workloads: Get the most out of multihost training on thousands of H100 GPUs of full mesh connection with latest InfiniBand network up to 3.2Tb/s per host. Best value for money: Save at least 50% on your GPU compute compared to major public cloud providers*. Save even more with reserves and volumes of GPUs. Onboarding assistance: We guarantee a dedicated engineer...
    Starting Price: $2.66/hour
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  • 19
    Caffe

    Caffe

    BAIR

    Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR) and by community contributors. Yangqing Jia created the project during his PhD at UC Berkeley. Caffe is released under the BSD 2-Clause license. Check out our web image classification demo! Expressive architecture encourages application and innovation. Models and optimization are defined by configuration without hard-coding. Switch between CPU and GPU by setting...
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  • 20
    Alibaba Cloud Machine Learning Platform for AI
    An end-to-end platform that provides various machine learning algorithms to meet your data mining and analysis requirements. Machine Learning Platform for AI provides end-to-end machine learning services, including data processing, feature engineering, model training, model prediction, and model evaluation. Machine learning platform for AI combines all of these services to make AI more accessible than ever. Machine Learning Platform for AI provides a visualized web interface allowing you...
    Starting Price: $1.872 per hour
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  • 21
    IBM Distributed AI APIs
    Distributed AI is a computing paradigm that bypasses the need to move vast amounts of data and provides the ability to analyze data at the source. Distributed AI APIs built by IBM Research is a set of RESTful web services with data and AI algorithms to support AI applications across hybrid cloud, distributed, and edge computing environments. Each Distributed AI API addresses the challenges in enabling AI in distributed and edge environments with APIs. The Distributed AI APIs do not focus...
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