Azure Marketplace Integrations

An MQTT Broker designed with enthusiasm to meet all your requirements for deploying and scaling IoT applications. It features a REST API, a comprehensive dashboard with customizable widgets, and an extensive data storage solution, among other capabilities. Users can quickly visualize a snapshot of their IoT devices, monitoring client connections and disconnections, as well as critical data through various dashboard widgets. The system also provides alerts and color-coded indicators based on different value triggers. A robust rules engine is included to convert MQTT messages, facilitating streamlined M2M communication automation. This engine supports event and timer-based rules, enabling users to define data patterns and automate corresponding actions. For secure device communication, a publish and subscribe messaging model is implemented with dual layers of security, employing SSL/TLS for connectivity and optional username/password authentication. Additionally, web security measures are in place for data viewing. To ensure high availability, the broker can operate multiple message brokers simultaneously, guaranteeing efficient message collection and publication from devices. This architecture assures a remarkable 99.99% success rate in data collection, ensuring reliability regardless of software challenges. Moreover, the system's flexibility allows for seamless integration with various IoT applications and services.

Azure IoT Central offers robust security, scales alongside your business growth, ensures that your investments yield consistent returns, and works harmoniously with your current business applications. By utilizing IoT Plug and Play, you can develop scalable solutions more efficiently. The open modeling language simplifies device interactions within IoT solutions, facilitating a smooth device-to-cloud integration experience while also minimizing development time, costs, and complexity. Device Builders have the capability to create devices that seamlessly connect with any Azure IoT cloud solution, while Solution Builders can expedite their projects without the need for embedded code. It's crucial to think about how your IoT solutions will evolve as your needs change and to prioritize the protection of your data both on devices and in the cloud. Azure IoT Central stands out as the sole app platform designed with the characteristics of highly secure and scalable IoT solutions. By taking advantage of our expanding range of IoT app templates tailored for prevalent industry scenarios, you can gain a competitive edge and revolutionize your business operations. Embrace the future of IoT and transform your strategies to better align with emerging technologies.

PuTTY serves as a free software solution for SSH and Telnet on both Windows and Unix systems, also functioning as an xterm terminal emulator. This client application supports protocols including SSH, Telnet, Rlogin, and SUPDUP, which facilitate remote sessions on computers over a network. Essentially, it operates from the client side of these sessions, where users can view and interact with the remote system. For instance, if you launch PuTTY on a Windows device and establish a connection to a Unix server, a window will open for you. Any commands you enter in this window are transmitted directly to the Unix machine, and the responses from the server will appear in the same window. Consequently, it allows you to operate on the Unix system as if you were physically present at its terminal, even though you could be located in a different place entirely. Additionally, PuTTY permits users to save their configurations in named session profiles, while also giving them the option to modify the default settings that apply to new connections. This flexibility makes it a versatile tool for managing remote sessions effectively.

The Azure Hybrid Benefit offers a valuable licensing opportunity that can greatly lower your cloud workload expenses. By allowing the use of your on-premises Windows Server and SQL Server licenses that have Software Assurance on Azure, this benefit streamlines your transition to the cloud. Furthermore, it now extends to include RedHat and SUSE Linux subscriptions as well. You can save as much as 85 percent compared to the typical pay-as-you-go pricing by utilizing your existing Windows Server and SQL Server licenses in Azure. To maximize savings, consider combining this benefit with reservation pricing and extended security updates for the best cost of ownership. Additionally, it’s possible to leverage current SQL Server licenses in platform as a service (PaaS) setups, further enhancing your flexibility. Overall, the Azure Hybrid Benefit is a strategic approach to cost reduction that empowers you to utilize your existing licensing investments effectively while transitioning to Azure.

Software media server that is cheap, lightweight and fast. Nimble Streamer offers a wide feature set for live streaming via various protocols.

Utilize high-definition video encoding and streaming platforms to engage your audience on their preferred devices. Furthermore, boost content visibility and effectiveness through the power of AI, all while safeguarding your material with digital rights management (DRM). A multi-channel pipeline orchestrates both video and audio analysis, integrating cues into a cohesive timeline. The web interface allows for straightforward evaluation and integration, complemented by user-friendly web widgets and REST APIs. This system also offers intuitive customization and management functionalities, enabling the training and fine-tuning of specific models to enhance indexing precision. Adherence to regulations such as HIPAA, ISO 27001-27018, FedRAMP, HITRUST, and PCI ensures compliance and security. By automatically extracting sophisticated metadata, you can significantly increase the discoverability of your audio and video assets. Moreover, enhance your applications with innovative types of detectable content, including spoken dialogue, written text, facial recognition, and the identification of speakers, celebrities, and emotions. This approach not only enriches user interaction but also provides deeper insights into audience engagement.

Efficiently and precisely convert audio into text across over 85 languages and their variations. Enhance transcription accuracy by customizing models to better suit specific industry jargon. Unlock the full potential of spoken audio by allowing for search capabilities or analytics on the transcribed text, or enabling actions through your chosen programming language. Achieve high-quality audio-to-text transcriptions through advanced speech recognition technology. Expand your base vocabulary by incorporating particular terms or create your own bespoke speech-to-text models. Operate Speech to Text in various environments, whether in the cloud or locally through containers. Leverage the powerful technology that supports speech recognition in Microsoft products. Transform audio input from diverse sources, including microphones, audio files, and blob storage. Utilize speaker diarisation techniques to identify who spoke and when. Obtain well-structured transcripts complete with automatic punctuation and formatting. Customize your speech models for a better understanding of terminology specific to your organization or industry, ensuring a higher level of accuracy in your transcriptions. This versatility makes it easier to adapt the technology to your specific needs and applications.

N2WS offers a streamlined yet robust backup and recovery tool designed to seamlessly fit within any AWS enterprise environment. Take charge of your data management with the implementation of automated archiving strategies that allow you to select the most economical storage solutions tailored to your goals. Ensure compliance requirements are met while keeping your data readily accessible. This award-winning backup and recovery system incorporates smart data lifecycle management, specifically developed for AWS Cloud enterprises. With adaptable policies and scheduling options—including backup capabilities for Amazon S3—you can restore specific files, folders, or entire instances and volumes as needed. Benefit from application-consistent backups tailored for your AWS databases, and enjoy technical support from our dedicated in-house team with all paid plans. Effortlessly recover from any outages or failures with a single click, achieving restoration in just 30 seconds. You can set up automated disaster recovery drills as easily as you would arrange any policy. For optimal data security, maintain backups in a distinct region, enhancing your protection against potential account threats like ransomware. In addition, the tool’s user-friendly interface allows for straightforward navigation and management of backup tasks, making it an ideal choice for businesses of all sizes.

You can create blockchain and digital asset solutions without having to start from scratch. Start small and quickly move to production. You can choose from popular cloud properties, hybrid deployment options, geographical regions, protocols, consensus mechanism, and many other options all at the touch of a button. It makes blockchain an easy-to-use endpoint that allows you to accelerate the development and deployment your d'Apps. An intuitive interface that allows you to manage all aspects of your blockchain networks and environments. Automated tools and workflows make it easy to scale your business network and onboard new members. Each member is responsible for managing their own key materials, data, and nodes. You can easily scale your network using single proxy operator or distributed network ownership. Manage your networks, memberships, users, and environments.

Version control, quality assurance, documentation, and modularity enable data teams to work together similarly to software engineering teams. It is crucial to address analytics errors with the same urgency as one would for bugs in a live product. A significant portion of the analytic workflow is still performed manually. Therefore, we advocate for workflows to be designed for execution with a single command. Data teams leverage dbt to encapsulate business logic, making it readily available across the organization for various purposes including reporting, machine learning modeling, and operational tasks. The integration of continuous integration and continuous deployment (CI/CD) ensures that modifications to data models progress smoothly through the development, staging, and production phases. Additionally, dbt Cloud guarantees uptime and offers tailored service level agreements (SLAs) to meet organizational needs. This comprehensive approach fosters a culture of reliability and efficiency within data operations.

ArcGIS Pro is a robust desktop GIS application, enriched with features and innovations inspired by its user community. This software excels in data visualization, advanced analysis, and the management of authoritative data across 2D, 3D, and 4D environments. It facilitates seamless data sharing among the ArcGIS ecosystem, including platforms like ArcGIS Online and ArcGIS Enterprise, allowing users to leverage the full potential of Web GIS. Explore the extensive array of tools and functionalities available in ArcGIS Pro today. Create visually stunning and intelligent maps by integrating various data sources, and utilize sophisticated analytical methods on different types of data to uncover trends, forecast outcomes, and address inquiries. Effortlessly share your projects and insights across your organization, online, and via mobile applications. Additionally, ArcGIS Pro accommodates diverse data formats and sources, adhering to industry and community standards to guarantee compatibility with any dataset you possess. This versatility makes ArcGIS Pro an indispensable tool for professionals across various fields.

Leverage the most extensively utilized observability platform, founded on the reliable Elastic Stack (commonly referred to as the ELK Stack), to integrate disparate data sources, providing cohesive visibility and actionable insights. To truly monitor and extract insights from your distributed systems, it is essential to consolidate all your observability data within a single framework. Eliminate data silos by merging application, infrastructure, and user information into a holistic solution that facilitates comprehensive observability and alerting. By integrating limitless telemetry data collection with search-driven problem-solving capabilities, you can achieve superior operational and business outcomes. Unify your data silos by assimilating all telemetry data, including metrics, logs, and traces, from any source into a platform that is open, extensible, and scalable. Enhance the speed of problem resolution through automatic anomaly detection that leverages machine learning and sophisticated data analytics, ensuring you stay ahead in today's fast-paced environment. This integrated approach not only streamlines processes but also empowers teams to make informed decisions swiftly.

Explore the advantages of ChromeOS for PCs and Macs with its cloud-first, user-friendly, and secure approach. ChromeOS Flex offers a free and eco-friendly solution to upgrade your existing devices effortlessly. You can easily deploy it across multiple machines or simply test it out to discover the benefits of a cloud-centric operating system. By installing ChromeOS Flex on your computers, you ensure they are secure, boot up quickly, maintain peak performance over time, receive automatic background updates, and can be managed remotely through the cloud. Devices start swiftly, remain efficient, and update seamlessly, minimizing downtime for users. Enjoy rapid access to virtual desktop infrastructure (VDI) and web applications in a streamlined and dependable environment. You can roll out ChromeOS Flex to your entire fleet using USB or network installation, and user settings and policies are synchronized to devices almost immediately. The Google Admin console allows for easy remote management of updates and configuration of device policies. Furthermore, the use of blocked executables and sandboxing technology eliminates the necessity for traditional antivirus solutions, making it a smart choice for modern businesses. This innovative operating system not only enhances security but also improves the overall productivity of your workforce.

Uncover, record, and oversee your metadata effectively. Dataedo features a range of automated metadata scanners designed to interface with different database technologies, where they extract data structures and metadata to populate your metadata repository. With just a few clicks, you can create a comprehensive catalog of your data while detailing each component. Clarify table and column names with user-friendly aliases, and enrich your understanding of data assets by adding descriptions and custom fields defined by users. Leverage sample data to gain insights into the contents of your data assets, allowing you to grasp the information better prior to utilization and ensuring its quality. Maintain high data standards through data profiling techniques. Facilitate widespread access to data knowledge across your organization. Enhance data literacy, democratize data access, and empower all members of your organization to leverage data more effectively with a simple on-premises data catalog solution. Strengthening data literacy through a well-structured data catalog will ultimately lead to improved decision-making processes.

Airbyte is a data integration platform that operates on an open-source model, aimed at assisting organizations in unifying data from diverse sources into their data lakes, warehouses, or databases. With an extensive library of over 550 ready-made connectors, it allows users to craft custom connectors with minimal coding through low-code or no-code solutions. The platform is specifically designed to facilitate the movement of large volumes of data, thereby improving artificial intelligence processes by efficiently incorporating unstructured data into vector databases such as Pinecone and Weaviate. Furthermore, Airbyte provides adaptable deployment options, which help maintain security, compliance, and governance across various data models, making it a versatile choice for modern data integration needs. This capability is essential for businesses looking to enhance their data-driven decision-making processes.

Nix offers a distinctive methodology for managing packages and configuring systems. It enables the creation of systems that are not only reproducible but also declarative and dependable. By building packages in isolation, Nix guarantees that they are reproducible and free from hidden dependencies, meaning a package that functions properly on one machine will operate identically on another. Additionally, Nix simplifies the sharing of development and build environments across various projects, regardless of the programming languages or tools involved. One of its key features is the prevention of one package's installation or upgrade from disrupting the functionality of others. This capability includes options to revert to earlier versions, ensuring that no package enters an inconsistent state during the upgrade process. By functioning as a purely functional package manager, Nix treats packages as immutable values similar to those in purely functional programming languages like Haskell, where they are constructed by functions devoid of side effects and remain unchanged once built. Consequently, this approach promotes greater reliability and consistency within software environments.

Begin utilizing the fully-managed Akuity platform designed for Argo CD, where you can access direct expert assistance from the very creators and maintainers of Argo. Take advantage of a top-tier suite of Kubernetes-native application delivery tools while seamlessly incorporating GitOps practices within your organization. We have transitioned Argo CD to a cloud-based solution for your ease of use. Built with an emphasis on providing the ultimate developer experience, the Akuity platform, complete with comprehensive analytics, is ready for enterprise deployment right from the start. Efficiently manage clusters at scale and securely launch thousands of applications by adhering to GitOps best practices. The Argo Project encompasses a collection of open-source solutions aimed at deploying and managing applications and workloads on Kubernetes. It enhances the Kubernetes APIs, unveiling powerful features for continuous delivery, container orchestration, event automation, and progressive delivery, among others. Argo is recognized as a project under the Cloud Native Computing Foundation (CNCF) and is relied upon in production by prominent enterprises globally. As the demand for cloud-native solutions grows, organizations are increasingly turning to Argo for its robust capabilities and reliability.

In the last twenty years, Rails has propelled numerous businesses to reach millions of users and achieve valuations in the billions. More than six thousand contributors have written code for Rails, while countless others have played vital roles in community engagement through advocacy, documentation, and reporting issues. It handles a variety of tasks such as rendering HTML templates, updating databases, managing email communications, maintaining real-time pages with WebSockets, queuing jobs for asynchronous execution, and storing uploads in the cloud, all while ensuring robust security against common vulnerabilities. Databases become dynamic with business logic encapsulated in intricate objects, which model associations between tables, trigger callbacks upon saving, encrypt sensitive information effortlessly, and articulate SQL queries in a clear manner. Controllers serve as the bridge between the domain model and the web, processing incoming parameters, managing caching headers, and rendering templates, ultimately responding with either HTML or JSON formats. This seamless integration of features makes Rails a powerful framework for modern web development.

Laravel is an innovative web application framework known for its expressive and elegant syntax. We've established a solid foundation that allows you to focus on creativity without getting bogged down by trivial details. Our passion for clean code mirrors your own, and the simple yet powerful syntax places incredible capabilities right at your fingertips. Every feature has been meticulously designed to ensure a delightful developer experience. You can easily dispatch background jobs for lengthy operations such as sending emails and generating reports, all while keeping response times incredibly fast. Eliminate the hassle of authentication; Laravel offers built-in scaffolding for secure, session-based authentication, and with Laravel Sanctum, implementing authentication for APIs and mobile apps becomes a breeze. Furthermore, Laravel is dedicated to providing an unparalleled testing experience that you will truly appreciate. Say goodbye to fragile tests that are difficult to manage; instead, enjoy beautiful testing APIs, efficient database seeding, and seamless browser testing, empowering you to deploy your applications with complete confidence. This comprehensive approach aims to enhance both productivity and satisfaction for developers in every project.

Engaging in Swift programming is both enjoyable and interactive, as its syntax is not only concise but also highly expressive, incorporating modern features that developers appreciate. Designed with safety in mind, Swift enables the creation of software that operates at remarkable speeds. This programming language is the culmination of cutting-edge research into language design, paired with extensive experience in developing for Apple platforms. The use of named parameters is facilitated by a clear syntax, enhancing the readability and maintainability of APIs in Swift. A noteworthy convenience is the omission of semi-colons, allowing for a more streamlined coding experience. Additionally, inferred types contribute to a cleaner codebase and reduce the likelihood of errors, while modules eliminate the need for headers and create organized namespaces. To effectively cater to various international languages and even emojis, Swift strings are Unicode-compliant and utilize a UTF-8 encoding for optimized performance across diverse applications. Moreover, writing concurrent code becomes straightforward with intuitive built-in keywords that delineate asynchronous behavior, enhancing both code clarity and reliability. This combination of features makes Swift an appealing choice for developers aiming to create efficient and robust applications.

Playwright is compatible with all contemporary rendering engines, such as Chromium, WebKit, and Firefox. It enables testing across various operating systems like Windows, Linux, and macOS, whether locally or in continuous integration environments, and can operate in both headless and headed modes. The framework ensures that actions are only performed once elements are ready for interaction, and it includes a comprehensive set of introspection events. This synergy effectively removes the reliance on artificial timeouts, which are a common source of unreliable tests. Additionally, Playwright's assertions are tailored for the dynamic nature of the web, automatically reattempting checks until the specified criteria are fulfilled. Users can customize their test retry strategies and capture execution traces, videos, and screenshots to further mitigate instability. In terms of architecture, browsers execute web content from different origins in separate processes, allowing Playwright to align with modern browser frameworks and conduct tests out-of-process. This design choice helps to avoid the usual constraints associated with in-process test runners, ultimately enhancing testing efficiency and reliability. As a result, Playwright emerges as a robust solution for developers seeking to streamline their testing processes.

Safeguard your entire Office 365 environment from sophisticated threats such as phishing and business email compromise. Enhance productivity and streamline administrative tasks while lowering the overall cost of ownership through integrated advanced threat protection. Elevate Security Operations efficiency by leveraging unmatched scalability and effectiveness through automated processes. Provide comprehensive defense for your organization against attacks throughout the kill chain with a holistic collaboration solution. Prevent a range of targeted and volume-based attacks, including business email compromise, credential phishing, ransomware, and advanced malware through a strong filtering infrastructure. Utilize leading-edge AI to identify malicious and questionable content, including links and files, across the Office 365 platform. Monitor threats throughout Office 365 with advanced hunting features that assist in identifying, prioritizing, and investigating potential dangers. Strengthen the capabilities and efficiency of your security team with extensive incident response options and automation tools, ensuring a robust defense against evolving threats. This comprehensive approach ensures that your organization remains resilient in the face of ever-changing cybersecurity challenges.

Experience the leading API gateway in the world, designed specifically for hybrid and multi-cloud environments and optimized for microservices as well as distributed systems. Take the first step today by downloading Kong Gateway at no cost. This powerful tool not only supports hybrid and multi-cloud infrastructures but also features a Kubernetes-native ingress solution along with support for declarative configuration management. As part of the Konnect managed connectivity platform, Kong Gateway provides essential connectivity capabilities such as API Portals and AI-driven anomaly detection, all while allowing for high-performance connectivity runtimes. Enhance your setup with a variety of plugins created by Kong and the community, or develop your own using our comprehensive and user-friendly plugin development kit. You can configure the Gateway seamlessly through an API, a web-based interface, or with declarative configuration to facilitate updates within your CI/CD pipelines. With its robust features, Kong Gateway empowers users to create efficient and scalable API management solutions.

OpenSSH stands out as the leading tool for establishing remote logins using the SSH protocol. By encrypting all communications, it effectively protects against eavesdropping, connection hijacking, and various attacks. Furthermore, OpenSSH boasts a comprehensive range of secure tunneling features, multiple authentication methods, and advanced configuration options. Remote tasks are facilitated with commands like ssh, scp, and sftp, while key management is handled through utilities such as ssh-add, ssh-keysign, ssh-keyscan, and ssh-keygen. On the server side, components include sshd, sftp-server, and ssh-agent. This powerful software is developed by a small group of contributors from the OpenBSD project and is distributed under a BSD-style license. Although OpenSSH is integrated into numerous commercial applications, very few companies contribute financially to its development. Support for OpenSSH can be directed to the OpenBSD Foundation. Given the vulnerabilities of telnet and rlogin, it is essential that all operating systems come with built-in SSH protocol support. The SSH protocol exists in two distinct and incompatible versions, namely SSH 1 and SSH 2, which can lead to compatibility issues in certain environments. As security becomes increasingly critical, the adoption of OpenSSH continues to grow across various sectors.

Occasionally, organizations face difficulties in securely sharing and collaborating on files with external entities such as clients and partners who do not belong to their identity management systems. NirvaShare addresses these concerns by managing access, security, and compliance for sharing files stored in the cloud with outside users. In addition to being compatible with cloud deployments, NirvaShare can also be implemented within your on-premise infrastructure, linking seamlessly to existing S3-compatible or other supported storage systems, thus facilitating file sharing for both internal and external stakeholders. When sharing files or folders, users can easily define specific access permissions, such as who has the ability to download, upload, or delete content. It is also straightforward to link groups and users from your Active Directory or any other identity provider. Notably, NirvaShare is engineered to efficiently handle large file transfers, accommodating sizes that can reach several tens of gigabytes, all while maintaining remarkably low resource usage. This makes it an ideal solution for organizations looking to streamline their file-sharing processes securely and effectively.

The JCov open-source initiative is designed to collect quality metrics related to the development of test suites. By making JCov accessible, the project aims to enhance the verification of regression test executions within OpenJDK development. The primary goal of JCov is to ensure transparency regarding test coverage metrics. Promoting a standard coverage tool like JCov benefits OpenJDK developers by providing a code coverage solution that evolves in harmony with advancements in the Java language and VM. JCov is entirely implemented in Java and serves as a tool to assess and analyze dynamic code coverage for Java applications. It offers features that measure method, linear block, and branch coverage, while also identifying execution paths that remain uncovered. Additionally, JCov can annotate the program's source code with coverage data. From a testing standpoint, JCov is particularly valuable for identifying execution paths and understanding how different pieces of code are exercised during testing. This detailed insight helps developers enhance their testing strategies and improve overall code quality.

Integrating real-time communications into your web application using Azure SignalR Service is incredibly straightforward—just set up the service without needing extensive expertise in real-time communications! There's no necessity to manage or provision servers simply for the sake of adding real-time capabilities to your project. The fully managed nature of the SignalR Service allows for an effortless inclusion of real-time communication features, freeing you from concerns about hosting, scalability, or load balancing since those are managed automatically. Take advantage of the comprehensive offerings from Azure! You can seamlessly connect with a variety of services like Azure Functions, Azure App Service, Azure Active Directory, Azure Storage, Azure Analytics, Power BI, IoT, Cognitive Services, and Machine Learning, among others. By opting for the Premium Tier of SignalR Service, you can tap into advanced enterprise features including auto-scaling, a higher Service Level Agreement (SLA), support for Azure Availability Zones, and rate limiting. Additionally, you can send detailed metrics to Azure Monitor or pair with other monitoring solutions to keep track of your application's performance effectively. Enjoy the simplicity of adding powerful real-time communication capabilities to your applications while leveraging the full potential of Azure’s robust ecosystem.

Utilize sophisticated coding and language models across a diverse range of applications. Harness the power of expansive generative AI models that possess an intricate grasp of both language and code, paving the way for enhanced reasoning and comprehension skills essential for developing innovative applications. These advanced models can be applied to multiple scenarios, including writing support, automatic code creation, and data reasoning. Moreover, ensure responsible AI practices by implementing measures to detect and mitigate potential misuse, all while benefiting from enterprise-level security features offered by Azure. With access to generative models pretrained on vast datasets comprising trillions of words, you can explore new possibilities in language processing, code analysis, reasoning, inferencing, and comprehension. Further personalize these generative models by using labeled datasets tailored to your unique needs through an easy-to-use REST API. Additionally, you can optimize your model's performance by fine-tuning hyperparameters for improved output accuracy. The few-shot learning functionality allows you to provide sample inputs to the API, resulting in more pertinent and context-aware outcomes. This flexibility enhances your ability to meet specific application demands effectively.

Easily distribute data of any format and size from various sources to other organizations while maintaining full control over what you share, who receives it, and the associated terms of use. The Data Share platform offers complete transparency regarding your data-sharing connections through a user-friendly interface, allowing you to share information with just a few clicks or create a custom application via the REST API. This serverless, code-free data-sharing solution eliminates the need for infrastructure setup or management, providing an intuitive interface to oversee all your data-sharing interactions. With automated processes in place, you can achieve greater productivity and predictability in your operations. The service ensures data security by leveraging Azure's robust security measures, enabling the sharing of both structured and unstructured data from a variety of Azure data stores effortlessly. Furthermore, there’s no need for SAS keys, and sharing is entirely code-free, allowing you to dictate data access and define terms of use that comply with your enterprise policies seamlessly. With this tool, organizations can foster collaboration while safeguarding their data integrity and compliance.

Cacti offers a powerful and flexible framework for operational monitoring and fault management, catering to users globally. It serves as a comprehensive solution for network graphing, leveraging RRDTool's impressive data storage and graphing capabilities. The platform features a distributed and resilient data collection system, along with sophisticated automation tools for managing devices, graphs, and trees using templates. In addition to its various data acquisition methods, Cacti supports extensibility through plugins, features role-based management for users, groups, and domains, and includes a theming engine with multilingual support right from the start. All of these functionalities are integrated into a user-friendly interface that is suitable for everything from small LAN setups to intricate networks comprising thousands of devices. To operate Cacti, users need MySQL, PHP, RRDTool, net-snmp, and a compatible web server like Apache or IIS. Central to Cacti's architecture and database management is the concept of devices and device templates, which play a crucial role in its operation. Moreover, the system's adaptability makes it a preferred choice for organizations seeking to optimize their network monitoring processes.

Azure Data Explorer is an efficient and fully managed analytics service designed for swift analysis of vast amounts of data that originate from various sources such as applications, websites, and IoT devices. Users can pose questions and delve into their data in real-time, allowing for enhancements in product development, customer satisfaction, device monitoring, and overall operational efficiency. This service enables quick detection of patterns, anomalies, and emerging trends within the data landscape. Users can formulate and receive answers to new inquiries within minutes, and the framework allows for unlimited queries thanks to its cost-effective structure. With Azure Data Explorer, organizations can discover innovative ways to utilize their data without overspending. By prioritizing insights over infrastructure, users benefit from a straightforward, fully managed analytics platform. This service is adept at addressing the challenges posed by fast-moving and constantly evolving data streams, making analytics more accessible and efficient for all types of streaming information. Ultimately, Azure Data Explorer empowers businesses to leverage their data in transformative ways.

The optimal approach to constructing your mail server using open source software is to utilize platforms such as CentOS Stream, Rocky, Alma, Debian, Ubuntu, FreeBSD, and OpenBSD. By employing iRedMail, you can set up a FREE, OPEN SOURCE, and COMPLETELY FUNCTIONAL mail server in just a few minutes. We have taken care of the complexities by assembling all necessary open source components and implementing best practices, allowing our product to handle all essential tasks on your behalf. In addition, we provide professional support to assist you should you encounter any issues. You maintain complete ownership of your personal data stored on your hard drive, giving you the ability to control email security and review transaction logs. No external organization has access to the content of your communications. All components integrated into iRedMail are based on open source software, ensuring you receive bug fixes and updates from reputable Linux/BSD vendors. With iRedMail, you are not only building a mail server but also gaining peace of mind knowing that your email system is secure and private. In this way, iRedMail stands out as the definitive solution for those looking to establish a mail server using open source software.

Project Planner integrates advanced Artificial Intelligence with digital project management tools to enhance employee efficiency, facilitate communication, and simplify workflows. The Pai AI assistant is available to respond to inquiries and aid in task completion, thereby boosting your team's overall productivity. Utilize AI-driven project management tools to effectively organize projects, monitor deadlines, and ensure that everything is executed according to schedule. With Project Planner, your team can consistently meet deadlines and produce high-quality results, as they receive immediate notifications for assigned tasks. Each team member submits their work online, allowing Project Planner to compile and summarize these reports for timely decision-making, which ultimately fosters a more agile work environment. This integration of AI not only improves operational efficiency but also enhances collaboration among team members, creating a seamless project management experience.

Ollama stands out as a cutting-edge platform that prioritizes the delivery of AI-driven tools and services, aimed at facilitating user interaction and the development of AI-enhanced applications. It allows users to run AI models directly on their local machines. By providing a diverse array of solutions, such as natural language processing capabilities and customizable AI functionalities, Ollama enables developers, businesses, and organizations to seamlessly incorporate sophisticated machine learning technologies into their operations. With a strong focus on user-friendliness and accessibility, Ollama seeks to streamline the AI experience, making it an attractive choice for those eager to leverage the power of artificial intelligence in their initiatives. This commitment to innovation not only enhances productivity but also opens doors for creative applications across various industries.

This is a hub for collaborating on the open-source version of the Java platform, standard edition, along with its associated projects. You can download and install the latest open-source JDK, including Oracle’s free OpenJDK JDK 21 binaries, which are licensed under GPL and are production-ready for Linux, macOS, and Windows. Additionally, Oracle offers commercially-licensed JDK 21 binaries that share the same underlying codebase. Users can explore the code online, clone repositories for local modifications, and contribute patches aimed at bug fixes, enhancements to existing components, or the introduction of new features. OpenJDK supplies source code that developers utilize to compile their binaries, meaning users must take on the responsibility of building the code and creating a Java runtime customized for their platforms. Given that the JDK represents a sophisticated software project, constructing it requires a certain level of technical skill, several dependencies on other software, and a computer with adequate processing power. Engaging with OpenJDK not only fosters community collaboration but also enables developers to hone their skills through hands-on experience with a pivotal technology.

When subscribers of n2y began sharing their desires for an all-encompassing IEP software solution, we took their feedback seriously and immediately set to work. Today, Polaris has emerged as the benchmark for seamless and efficient collaboration at every phase of the IEP process, including planning, drafting, implementation, and reporting. The creation of precise, data-informed roadmaps has become remarkably straightforward, allowing educators to save countless hours for each student while ensuring compliance is clearly outlined. Whether used as a vital stand-alone tool or as an integral component of the n2y overall solution, Polaris is dedicated to cultivating improved outcomes and fostering promising futures. It guarantees that all members of the IEP team are harmoniously aligned, enabling a tailored learning experience with students at the center of their mission. By utilizing current, transparent, and dependable student performance metrics, decision-making is greatly enhanced. The assessments, rubrics, and profiles provided produce highly trustworthy data that accurately reflects students' academic performance levels, thereby supporting informed educational strategies. With Polaris, educators are empowered to drive meaningful change in their students' learning journeys.

Develop a tailored computer vision model in just a few minutes with AI Custom Vision, a component of Azure AI Services, which allows you to personalize and integrate advanced image analysis for various sectors. Enhance customer interactions, streamline production workflows, boost digital marketing strategies, and more, all without needing any machine learning background. You can configure your model to recognize specific objects relevant to your needs. The user-friendly interface simplifies the creation of your image recognition model. Begin training your computer vision solution by uploading and tagging a handful of images, after which the model will evaluate its performance on this data and improve its accuracy through continuous feedback as you incorporate more images. To facilitate faster development, take advantage of customizable pre-built models tailored for industries such as retail, manufacturing, and food services. For instance, Minsur, one of the largest tin mining companies globally, demonstrates the effective use of AI Custom Vision to promote sustainable mining practices. Additionally, you can trust that your data and trained models are protected by robust enterprise-level security and privacy measures. This ensures confidence in the deployment and management of your innovative computer vision solutions.

Incorporate advanced reading and comprehension features into your applications by utilizing Azure AI Immersive Reader, a specialized service within Azure Applied AI. This solution enhances Azure AI Services to facilitate the development of AI-driven applications that support users of diverse ages and reading skills, offering tools such as read-aloud functionality, language translation, and focused attention through various design elements like highlighting. Notably, Azure stands out as the sole major cloud provider that offers this innovative text-reading technology, making it accessible without the need for machine learning expertise. Enhance literacy effectively with a comprehensive array of established features designed to improve reading skills. Foster engagement with your audience through a rich, multisensory approach to learning that incorporates reading aloud, multilingual translation, text highlighting, and the visualization of word meanings with illustrative content. With the power of AI Immersive Reader, a single API call is all that is necessary to significantly elevate literacy levels for readers. This versatility ensures that users can benefit from an intuitive and enriching experience while interacting with text.

The Azure Health Bot enables healthcare developers to create and implement AI-driven conversational experiences that are compliant and scalable. This platform integrates a comprehensive medical database with advanced natural language processing to accurately interpret clinical language, allowing for easy customization tailored to specific organizational needs. It adheres to stringent industry compliance standards while ensuring privacy protection in accordance with HIPAA regulations. Users can develop health bots that utilize pre-existing medical knowledge bases, triage systems, and language models specifically designed for clinical contexts. Additionally, the service facilitates a smooth transition from bot interactions to real-time support from healthcare professionals, such as doctors or nurses. To streamline the development of healthcare applications, it offers a collection of scenario templates tailored to the industry, which can significantly expedite the building process. Furthermore, organizations can enhance their unique scenarios through specialized configuration options and extensibility tools, ensuring that their health bots are both effective and relevant to their specific needs. This versatility makes the Azure Health Bot an invaluable resource for improving patient engagement and managing health-related inquiries efficiently.

AI Document Intelligence is an advanced AI service designed to utilize sophisticated machine learning techniques for the automatic and precise extraction of text, key-value pairs, tables, and other structural elements from various documents. By transforming documents into actionable data, users can redirect their efforts towards leveraging information rather than simply gathering it. Users have the option to begin with existing models or develop personalized models suited to their specific documents, whether on-premises or in the cloud, using the AI Document Intelligence studio or SDK. This technology enables businesses to streamline their processes through the automation of text extraction, significantly enhancing efficiency. The accompanying webinar provides practical demonstrations for essential applications, including document processing, knowledge mining, and customization of AI models for specific industries. With the capability to accurately extract text, key-value pairs, and tables from an array of document types such as forms, receipts, invoices, and cards, there is no need for manual labeling, extensive coding, or ongoing maintenance. Additionally, users can utilize custom forms, prebuilt APIs, and layout APIs offered by AI Document Intelligence to efficiently extract necessary information, propelling their operations into a new realm of productivity and innovation. This comprehensive approach allows organizations to harness the power of AI in managing their documentation seamlessly.

Effortlessly create customer-facing reports, dashboards, and analytics within your applications by utilizing and personalizing Power BI as your own solution. Streamline developer efforts by automating the oversight, management, and deployment of analytics, while retaining complete control over Power BI's functionalities and intelligent analytics capabilities. Dive into the Power BI embedded analytics playground to gain practical experience with sample code or integrate your own reports seamlessly. Check out interactive showcases to discover how a Power BI Embedded setup can cater to your organization’s and customers’ requirements. By embedding fully interactive reports and dashboards into your applications, you can differentiate yourself from competitors without the substantial time and cost of developing and maintaining analytics in-house. With a wide array of visuals to select from and features ranging from basic reporting to sophisticated analytics, you have the power to define how you present analytics to your users, enhancing their experience significantly. This flexibility not only boosts user engagement but also facilitates data-driven decision-making within your organization.

Prioritize application innovation rather than database oversight by utilizing the fully managed and intelligent Azure Database for PostgreSQL service. Effortlessly scale your workloads while maintaining confidence in performance. Benefit from remarkable high availability, guaranteed by a service-level agreement (SLA) that promises up to 99.99 percent uptime, and select between same-zone or zone-redundant high availability options, coupled with AI-driven performance insights and robust enterprise security features. Concentrate on application development with a PostgreSQL database offered as a managed service. The zone-redundant high availability feature streamlines maintenance, patching, and updates for your convenience. Set up your database in mere minutes and adjust compute or storage resources independently as needed. Reduce expenses with extensive database monitoring and optimization resources that ensure efficiency. Leverage intelligent performance recommendations to maintain optimal application functionality. Seamlessly migrate your data using a fully managed PostgreSQL database that supports the latest versions and technologies. Moreover, enhance your projects with popular PostgreSQL extensions, including Cron, PostGIS, PLV8, and more, to unlock a wider range of functionalities.

When developing applications, Azure Database for MySQL stands out as a cost-efficient solution that is straightforward to configure, manage, and scale. It offers robust security measures, exceptional uptime with a service-level agreement (SLA) that reaches up to 99.99 percent, and a fully managed MySQL service that aligns with the latest community editions, ensuring extensive flexibility for database management. Additionally, it provides intelligent performance insights that deliver tailored analysis and recommendations for optimizing MySQL databases. The development process is further streamlined through seamless integration with Azure App Service and Azure Kubernetes Service (AKS), enhancing the overall experience. With enterprise-level security and compliance measures, including the advanced capabilities of Microsoft Defender for Identity, users can confidently build or transition their workloads to this platform. Furthermore, users can efficiently establish, oversee, and automate the upkeep of their MySQL database server, encompassing regular updates, backups, and security measures. Developers can leverage the newest MySQL tools, drivers, and programming languages to maximize their productivity and project success. This powerful combination of features makes Azure Database for MySQL an ideal choice for modern application development.

Introducing a compact, edge-optimized SQL database engine that integrates artificial intelligence: Azure SQL Edge. This powerful Internet of Things (IoT) database is specifically designed for edge computing, offering features like data streaming and time series analysis alongside in-database machine learning and graph capabilities. By extending the highly regarded Microsoft SQL engine to edge devices, it ensures uniform performance and security across your entire data infrastructure, whether in the cloud or at the edge. You can create your applications once and deploy them seamlessly across various environments, including edge locations, on-premises data centers, or Azure. With integrated data streaming and time series functionalities, along with advanced analytics powered by machine learning and graph features, users benefit from low-latency performance. It enables efficient data processing at the edge, accommodating online, offline, or hybrid scenarios to address challenges related to latency and bandwidth. Updates and deployments can be managed easily via the Azure portal or your organization’s portal, ensuring consistent security and streamlined operations. Furthermore, leverage the built-in machine learning capabilities to detect anomalies and implement business logic directly at the edge, enhancing real-time decision-making and operational efficiency. This comprehensive solution empowers organizations to harness the full potential of their data, regardless of its location.

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

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

A secure and unalterable data repository is established within trusted execution environments (TEEs), further reinforced by cryptographic evidence. Azure Confidential Ledger offers a decentralized and managed ledger system for data entries that utilises blockchain technology. Safeguard your information whether it is stored, transmitted, or actively in use through the implementation of hardware-backed secure enclaves found in Azure's confidential computing services. This ensures that your sensitive data remains unchanged over time. The blockchain’s decentralized framework employs consensus-driven replicas and cryptographically secured blocks to guarantee the perpetual integrity of the information recorded in the Confidential Ledger. A forthcoming enhancement will allow the inclusion of multiple participants to engage in decentralized ledger operations through the consortium model, an essential aspect of blockchain technology. You can have confidence that your data is immutable by conducting your own verification processes. Tamper evidence can be exhibited across server nodes, the recorded blocks on the ledger, and all transactions carried out by users, thereby enhancing trust in the system's integrity. Furthermore, this robust framework fosters a collaborative environment where stakeholders can work together while ensuring data security and accountability.

Batch facilitates the execution of applications across workstations and clusters, making it simple to enable your executable files and scripts for cloud scalability. It operates a queue system designed to handle tasks you wish to run, effectively executing your applications as needed. To leverage Batch effectively, consider the data that must be uploaded to the cloud for processing, how that data should be allocated across various tasks, the necessary parameters for each job, and the commands required to initiate the processes. Visualize this as an assembly line where different applications interact seamlessly. With Batch, you can efficiently share data across different stages and oversee the entire execution process. It operates on a demand-driven basis rather than adhering to a fixed schedule, allowing customers to run their cloud jobs whenever necessary. Additionally, it's vital to manage user access to Batch and regulate resource utilization while ensuring compliance with requirements like data encryption. Comprehensive monitoring features are in place to provide insight into the system's status and to help quickly identify any issues that may arise, ensuring smooth operation and optimal performance. Furthermore, the flexibility in resource scaling allows for efficient handling of varying workloads, making Batch an essential tool for cloud-enabled applications.

Assist developers and testers in creating extensive load simulations and executing tests with a completely managed load-testing solution designed for Azure. You can quickly set up tests without needing expertise in load-testing tools or simply upload your pre-existing Apache JMeter scripts. This service provides valuable insights into performance, scalability, and capacity, facilitating ongoing enhancements through automated continuous integration and continuous delivery (CI/CD) processes. By monitoring how a significant load impacts your application's performance, you can fine-tune its scalability and capacity. Obtain in-depth, actionable insights and suggestions from a well-rounded perspective of tailored client and server metrics, allowing you to comprehend and enhance app performance on a large scale—all available on one unified dashboard. Additionally, you can visually compare different load tests to evaluate the impact of application and environmental modifications, alongside how these tests influence every component of your app. This comprehensive approach ensures that your application is not only resilient but also primed for future growth and efficiency.

Azure Managed Grafana offers a comprehensive, fully managed platform for monitoring and analytics needs. Backed by Grafana Enterprise, it delivers customizable and extensible data visualizations. Users can swiftly deploy Grafana dashboards with inherent high availability while managing access through Azure's security features. It supports a broad array of data sources, enabling connections to various data repositories both within Azure and beyond. By integrating charts, logs, and alerts, users can achieve a unified overview of their applications and infrastructure. Additionally, it allows for the correlation of data across different datasets, enhancing analysis capabilities. Users can easily share Grafana dashboards with colleagues and external partners, fostering collaboration in monitoring and troubleshooting solutions. This makes Azure Managed Grafana an invaluable tool for teams seeking to improve their operational efficiency and data-driven decision-making.