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Kubernetes (K8s), an open-source software that automates deployment, scaling and management of containerized apps, is available as an open-source project. It organizes containers that make up an app into logical units, which makes it easy to manage and discover. Kubernetes is based on 15 years of Google's experience in running production workloads. It also incorporates best-of-breed practices and ideas from the community. Kubernetes is built on the same principles that allow Google to run billions upon billions of containers per week. It can scale without increasing your operations team. Kubernetes flexibility allows you to deliver applications consistently and efficiently, no matter how complex they are, whether you're testing locally or working in a global enterprise. Kubernetes is an open-source project that allows you to use hybrid, on-premises, and public cloud infrastructures. This allows you to move workloads where they are most important.

Advanced apps can be run on a managed Kubernetes service that is secured and managed. GKE is an enterprise-grade platform that allows containerized applications to run, including stateful and non-stateful, Linux and Windows, AI and ML and complex web apps. It also supports APIs and backend services. You can leverage industry-first features such as four-way auto scaling and no stress management. Optimize GPU/TPU provisioning, make use of integrated developer tools, and get multicluster support from SREs. Single-click clusters allow you to quickly get started. You can leverage a high-availability control plan that includes multi-zonal clusters and regional clusters. Reduce operational overhead by using auto-repair, automatic-upgrade, or release channels. Secure by default, with vulnerability scanning of container images as well as data encryption. Integrated Cloud Monitoring with infrastructure, application and Kubernetes specific views. You can speed up app development without compromising security.

Scalable GraphQL APIs accelerate app development. Organizations choose GraphQL APIs because it allows them to develop apps faster. Front-end developers can query multiple databases, microservices and APIs from one GraphQL endpoint. AWS AppSync, a fully managed service, makes it easy to create GraphQL APIs. It handles the heavy lifting of securely connecting with data sources such as AWS DynamoDB and Lambda. It is easy to add caches to improve performance and subscriptions to support real time updates. Client-side data stores keep off-line clients in synchronc. AWS AppSync automatically scales the GraphQL API execution engine to meet API request volumes once it is deployed.

All-in-one hotel management software to help you grow your business. A hotel must be able to meet the needs of its guests and provide high-quality services to ensure their success. It means that the hotel rooms can be occupied quickly and there is no need for bureaucracy. You can also book a room ahead of time from anywhere in the world. It is possible to rest well after your arrival. The hotel offers flexibility and simplifies the payment of additional services. OtelMS's modern, efficient software is a simple and comprehensive solution to most real estate management problems. OtelMS developers have created a secure cloud service that allows guests to monitor and manage their accommodation facilities. This is based on the company's long-standing success in managing hotel properties.

Amazon CloudWatch is a monitoring service that provides observability and data for developers, DevOps engineers, site reliability engineers (SREs), IT managers, and other users. CloudWatch gives you data and actionable insights that will help you monitor your applications, respond quickly to system-wide performance changes and optimize resource utilization. It also provides a unified view on operational health. CloudWatch gathers operational and monitoring data in the form logs, metrics and events. This gives you a single view of AWS resources, applications and services that are hosted on AWS and on-premises. CloudWatch can be used to detect anomalous behavior, set alarms, visualize logs side-by, take automated actions, troubleshoot problems, and uncover insights to help you keep your applications running smoothly.

AWS Backup is a fully managed backup solution that makes it easy for you to centralize and automate data backup across AWS services. AWS Backup allows you to centrally manage backup policies and monitor activity for AWS resources such as Amazon EBS volumes and Amazon EC2 instances. AWS Backup consolidates and automates backup tasks that were previously performed service by service. This eliminates the need for custom scripts or manual processes. You can easily create backup policies that automate retention management and backup schedules with just a few clicks from the AWS Backup console. AWS Backup is a fully managed, policy-based, backup solution that simplifies your backup management and allows you to meet all regulatory and business backup compliance requirements.

The fastest and easiest way to create mobile and web apps that scale. AWS Amplify, an end-to-end solution, allows mobile and front-end web developers build and deploy secure, scalable full-stack applications powered by AWS. Amplify makes it easy to create app backends quickly, connect them to your application in a few lines of code and deploy static web applications in just three steps. AWS Amplify helps you get to market faster. The Amplify CLI guides workflows make it easy to set up top-of-the-line backends for authentication storage, APIs and other common uses cases in minutes. Your app scales automatically and transparently with AWS. AWS has built-in best practices to ensure security, reliability, global availability, and access to the underlying resources. Amplify Libraries can be used to connect existing or new cloud backends to your web and mobile apps. Supports Android, iOS and Flutter. Add features like auth (Amazon Cognito), storage(Amazon S3) and data, AI/ML and more.

Open-source monitoring solutions are able to power your alerting and metrics. Prometheus stores all data in time series. These are streams of timestamped value belonging to the same metric with the same labeled dimensions. Prometheus can also generate temporary derived times series as a result of queries. Prometheus offers a functional query language called PromQL, which allows the user to select and aggregate time series data real-time. The expression result can be displayed as a graph or tabular data in Prometheus’s expression browser. External systems can also consume the HTTP API. Prometheus can be configured using command-line flags or a configuration file. The command-line flags can be used to configure immutable system parameters such as storage locations and the amount of data to be kept on disk and in memory. . Download: https://sourceforge.net/projects/prometheus.mirror/

Mirantis Kubernetes Engine (formerly Docker Enterprise) gives you the power to build, run, and scale cloud native applications—the way that works for you. Increase developer efficiency and release frequency while reducing cost. Deploy Kubernetes and Swarm clusters out of the box and manage them via API, CLI, or web interface. Kubernetes, Swarm, or both Different apps—and different teams—have different container orchestration needs. Use Kubernetes, Swarm, or both depending on your specific requirements. Simplified cluster management Get up and running right out of the box—then manage clusters easily and apply updates with zero downtime using a simple web UI, CLI, or API. Integrated role-based access control (RBAC) Fine-grained security access control across your platform ensures effective separation of duties, and helps drive a security strategy built on the principle of least privilege. Identity management Easily integrate with your existing identity management solution and enable two-factor authentication to provide peace of mind that only authorized users are accessing your platform. Mirantis Kubernetes Engine works with Mirantis Container Runtime and Mirantis Secure Registry to provide security compliance.

YAML allows you to declare AWS Lambda functions as well as their triggers using simple abstract syntax. AWS Lambda functions and triggers, as well as code, will be automatically deployed and wired together in cloud. Install thousands of Serverless Framework plugins to create new serverless use cases on AWS. You can track usage, performance, and errors of your serverless applications with powerful, instant metrics. All serverless apps and their resources can be viewed in one place, regardless if they are located in the same region or AWS account. You can easily share secrets and outputs from serverless applications, and delegate AWS account accessibility. The Serverless Framework allows you to deploy many of your most familiar use-cases immediately. You can use the Serverless Framework to create REST APIs in Node.js and Python. Go, Java or GraphQL APIs. Scheduled tasks, Express.js apps, and front-end software are all possible.

AWS App Mesh provides service mesh to facilitate communication between your services across different types of computing infrastructure. App Mesh provides visibility and high availability to your applications. Modern applications often include multiple services. Each service can be developed using different types of compute infrastructure such as Amazon EC2, Amazon ECS and Amazon EKS. It becomes more difficult to spot errors and redirect traffic after they occur, and to safely implement code changes. This was done by creating monitoring and control logic in your code and then redeploying your services whenever there were changes.

Create a custom computer vision model in minutes. AI Custom Vision is part of Azure AI services and allows you to customize and embed the latest computer vision image analysis in specific domains. Create frictionless customer experiences. Optimize manufacturing processes. Accelerate digital marketing campaigns. No machine learning knowledge is required. Set your model to recognize a specific object for your application. Easy to build your image identifier using the simple interface. Upload and label a few images to start training your computer vision models. The model will test itself and improve its precision as you add more images. Use customizable, built-in retail, manufacturing, or food models to speed up development. Minsur, the world's largest mine of tin, uses AI Custom Vision to achieve sustainable mining. You can rely on enterprise-grade privacy and security for your data.

No machine learning knowledge is needed to embed AI-powered monitoring tools. Azure AI Metrics Advisor is a part Azure AI Services that allows you to monitor the performance of your company's growth engines. This includes sales revenue, manufacturing operations and more. You can quickly identify and fix issues with a powerful combination that combines monitoring in near real time, adapting the models to your scenario and providing granular analysis, diagnostics, and alerting. AI Metrics advisor interface allows for end-to-end data monitoring management. It integrates with popular time-series database and supports stream monitoring. All dimension combinations are analyzed in order to pinpoint the affected areas and send alerts. You can customize the service according to your needs with a guided autotuning.

Azure Managed Grafana provides a fully managed solution for monitoring and analytics. Grafana Enterprise provides extensible data visualisations. Azure security allows you to deploy Grafana dashboards quickly and easily with high availability. Grafana Enterprise supports a variety of data sources. Connect to your data stores, whether they are in Azure or elsewhere. Combine charts, alerts, and logs to get a holistic view of your infrastructure and application. Correlate information across multiple datasets. Share Grafana dashboards within and outside your organization. Allow others to participate in solution monitoring and problem solving.

With over 14,000 clusters of managed production, we are leading the charge. This is just the beginning. Operational visibility into Kubernetes-based services, platforms, and applications. Advanced features to monitor, troubleshoot, create alerts, and build custom dashboards. Cluster level, 30-day retention and natural language processing are all available. High security environment for production workloads. Integrate with advanced IBM services such as AI, Watson and Blockchain to extend your app's capabilities. This is done through an automated, standardized, and secure architecture. This includes Kubernetes secrets that can be managed by customers through IBM Cloud™. Key Protect

To make log data easily accessible and usable, it is important to have a single, unified layer of logging. However, existing tools fall short: legacy tools are not built for new cloud APIs and microservice-oriented architecture in mind and are not innovating quickly enough. Treasure Data created Fluentd to solve the problems of creating a unified log layer with a modular architecture and extensible plugin model. It also has a performance optimized engine. Fluentd Enterprise also addresses Enterprise requirements like Trusted Packaging. Security. Security.

Centralize, transform & stash your data. Logstash is an open, free server-side data processing platform that ingests data and transforms it before sending it to your favorite "stash". Logstash dynamically ingests and transforms your data, regardless of its format or complexity. With grok, you can create structure from unstructured data, decipher geo coordinates using IP addresses, anonymize sensitive fields or exclude them, and simplify overall processing. Data can be scattered or siloed across many different systems in many formats. Logstash can handle a variety inputs that pull events from many common sources at once. You can stream continuously and easily ingest logs, metrics web applications, data stores, as well as other AWS services in a continuous stream. Download: https://sourceforge.net/projects/logstash.mirror/

Private cloud virtualization is essential for your infrastructure, regardless of whether your workloads are limited to on-prem data centres or you have to contend with out-of-control costs in public cloud. Mirantis OpenStack with Kubernetes offers you the power and reliability of public cloud, as well as the flexibility and resilience of OpenStack. This puts you back in control over your cloud. OpenStack is the leading open source private cloud infrastructure-as-a-service (IaaS) framework, providing a feature-rich, mature environment for hosting virtual machines, networks, and storage. Mirantis OpenStack is a cloud native virtualization platform that brings virtualized infrastructure to the cloud. It's built on Kubernetes to provide maximum flexibility and resilience.

Azure AI anomaly detection can help you predict problems before they happen. You can easily embed time-series abnormality detection capabilities into apps to help users quickly identify problems. AI Anomaly Detector ingests all types of time-series data and selects the most accurate anomaly detection algorithm to ensure high accuracy. Detect spikes, dips and deviations from cyclic patterns through univariate or multivariate APIs. You can customize the service to detect anomalies of any level. You can deploy the anomaly detection service in the cloud, or at the intelligent edge. A powerful inference algorithm assesses your data and selects the best anomaly detection algorithm for your scenario. Automatic detection eliminates the requirement for labeled data, allowing you to save time and focus on fixing problems as they arise.

AWS Marketplace is an online catalog that allows customers to discover, buy, deploy and manage third-party products, data and services within the AWS ecosystem. It offers thousands of listings in categories such as security, machine-learning, business applications, DevOps, and more. AWS Marketplace offers flexible pricing models, such as pay-as you-go, annual subscriptions and free trials. This simplifies billing and procurement by integrating costs in a single AWS bill. It also supports rapid implementation with pre-configured applications that can be launched using AWS infrastructure. This streamlined approach allows companies to accelerate innovation, reduce the time-to market, and maintain better controls over software usage and cost.

Azure Kubernetes Services (AKS), a fully managed service that manages containerized applications, makes it easy to deploy and manage them. It provides serverless Kubernetes and integrated continuous integration/continuous delivery (CI/CD), as well as enterprise-grade security, governance, and governance. You can quickly build, deliver, scale and scale applications using confidence by bringing together your operations and development teams. You can easily provision additional capacity by using elastic provisioning without having to manage the infrastructure. KEDA allows for event-driven autoscaling. Azure Dev Spaces allows for faster end-to-end development, including integration with Visual Studio Code Kubernetes tools and Azure DevOps. Azure Policy allows for advanced identity and access management, as well as dynamic rules enforcement across multiple clusters. More regions are available than any other cloud provider.

Alibaba Cloud offers Container Service for Kubernetes, which is a fully managed service. ACK integrates with services such as virtualization and storage to provide a highly scalable Kubernetes environment for containerized applications. Alibaba Cloud is a Kubernetes Certified Service Provider, (KCSP), and ACK has been certified by Certified Kubernetes Conformance Program. This ensures consistent Kubernetes experience and workload portability. Kubernetes Certified Services Provider (KCSP), and qualified by Certified Kubernetes conformance Program. Kubernetes consistency and workload portability. Deep and rich cloud native capabilities for enterprise-class enterprises. Provides fine-grained access control and application security. Allows you quickly to create Kubernetes Clusters. Container-based management of applications during the entire application lifecycle.

Enterprise plugins such as Splunk, ServiceNow and Datadog allow you to view all your data in one place. Collaboration features built-in allow teams to collaborate from one dashboard. Advanced security and compliance features ensure that your data remains secure. Access to Prometheus, Grafite, Grafana experts, and hands-on support. Other vendors will try and sell you an "everything is in my database" mentality. Grafana Labs has a different approach. We want to help with your observation, not own it. Grafana Enterprise gives you access to enterprise plugins. These plugins allow you to import your data sources into Grafana. This allows you to visualize all data in a more efficient and effective manner, allowing you to get the most out of expensive and complex monitoring systems.

Container Engine for Kubernetes is an Oracle-managed container orchestration platform that can help you build modern cloud native apps in a shorter time and at a lower cost. Oracle Cloud Infrastructure offers Container Engine for Kubernetes free of charge, running on more efficient and lower-cost compute shapes than most other vendors. Open-source Kubernetes can be used by DevOps engineers for application workload portability, and to simplify operations with automatic updates. With a single click, deploy Kubernetes clusters, including the underlying virtual clouds networks, internet gateways and NAT gateways. Automate Kubernetes operations using web-based REST API or CLI. This includes cluster creation, scaling, operations, and maintenance. Cluster management is free with Oracle Container Engine for Kubernetes. You can easily and quickly upgrade container clusters with zero downtime to keep them current with the latest stable version Kubernetes.

Kubermatic Kubernetes Platform helps enterprises drive digital transformation through the automation of their cloud operations from anywhere. KKP allows operations and DevOps teams centrally manage VMs, containerized workloads across hybrid cloud, multi-cloud and edge environments. It also provides an intuitive self-service portal for developers and operations. Open source Kubermatic Kubernetes Platform. Automate the operations of thousands Kubernetes clusters in multi-cloud, edge, and on-prem environments. This will provide unmatched resilience and density. Your multicloud self-service Kubernetes platform can be set up and operated in the shortest time to market. Your developers and operations team can deploy clusters on any infrastructure in under three minutes. You can centrally manage all your workloads using a single dashboard that provides a consistent experience from the cloud to the edge. Enterprise-level governance allows you to manage your cloud native stack at scale.

Nutanix Kubernetes Engine is an enterprise Kubernetes management tool that can help you speed up your journey to production-ready Kubernetes. NKE allows you to manage a Kubernetes environment that is ready for production. It's easy to use and push-button simple. You can deploy and configure production-ready Kubernetes Clusters in minutes instead of days or even weeks. NKE's easy workflow makes it easy to automatically configure and deploy Kubernetes clusters. Every NKE Kubernetes cluster comes with a Nutanix fully-featured CSI driver. This natively integrates with Volumes Block Storage, Files Storage, and allows for persistent storage for containerized apps. You can add Kubernetes worker Nodes in a single click. Expanding the cluster is as easy as adding additional resources.

Fluent Bit is able to read local files, network devices and scrape metrics from your server in Prometheus format. All events are automatically tagged in order to determine filtering rules, routing rules, parsing rules, modification and output. The built-in reliability ensures that if there is a network or a server outage, you can resume where you left off. Fluent Bit does not replace your existing logging system, but rather enhances it by optimizing metrics and traces, and adapting the logging layer. Fluent Bit also supports a vendor neutral approach, seamlessly integrating other ecosystems like Prometheus or OpenTelemetry. Fluent Bit is trusted by major cloud providers, companies, and banks that need a ready-to use telemetry agent. It manages data formats and sources while maintaining optimal performance.

Telemetry that is portable, ubiquitous, and high-quality to allow effective observation. OpenTelemetry is an open-source collection of APIs and SDKs. It can be used to instrument, generate logs, logs, or traces telemetry data to analyze the performance and behavior of your software. OpenTelemetry can be used in many languages. You can create and collect telemetry data using your software and services, and then forward them to various analysis tools. OpenTelemetry can be integrated with popular frameworks and libraries like ASP.NET Core Express, Quarkus, Spring, and ASP.NET Core. Integration is as easy as writing a few lines. OpenTelemetry is 100% free and open source. It is supported by industry leaders in observability.