Alternatives to Mia-Platform

Cloud-based solution for observability that helps businesses manage and track workload and performance through a single dashboard. Monitor all the services you run on your cloud without compromising cost, granularity or scale. Groundcover is a cloud-native APM solution that makes observability easy so you can focus on creating world-class products. Groundcover's proprietary sensor unlocks unprecedented granularity for all your applications. This eliminates the need for costly changes in code and development cycles, ensuring monitoring continuity.

Whether you already have a platform team or are just at the beginning of your internal platform development, Cycloid is designed to complete your internal solution with high-quality building blocks focused on specific DevOps and hybrid cloud best practices. Self-service portal, cloud governance, RBAC, CI/CD pipelines, built-in FinOps, and GreenOps are all modules that you can pick and choose to complement your internal solution or begin your digital transformation. Like a piece of a puzzle, Git-based and lock-free Cycloid can fit into your organizational strategy and solve the burning issues at hand. We can be a pillar for your organizational transformation by empowering and upskilling your existing teams, as well as improving DevX, the developer experience. How? We offer an engineering platform dedicated to DevOps and hybrid cloud adoption, allowing you to optimize how DevOps and end-users use technologies and clouds while working in alignment on common projects.

Kubernetes is the platform for big ideas. The leading enterprise container platform, hybrid cloud, empowers developers to innovate faster and ship more products. Red Hat OpenShift automates installation, upgrades, lifecycle management, and lifecycle management for the entire container stack, including Kubernetes, cluster services, and applications. It can be used on any cloud. Red Hat OpenShift allows teams to build with speed, agility and confidence. You can code in production mode wherever you choose to build. Do the important work. Red Hat OpenShift focuses on security at all levels of the container stack as well as throughout the application lifecycle. It includes enterprise support from one the most prominent Kubernetes contributors as well as open source software companies.

Deliver developer self-service with your teams security, compliance, and standards as guardrails. Massdriver is the cloud management solution for platform engineering, cloud operations, and DevOps that empowers your development team to spend more time shipping features and less time managing cloud infrastructure. Effortlessly design, deploy, and monitor your cloud services. The platform streamlines cloud management and DevOps, empowering developers with tools for self-service while maintaining the reliability that operations teams require. Scale your operations or DevOps team by enabling developer self-service without the hassle of managing Backstage or building your own platform from scratch.

Platform teams can scale up to tens or thousands of resources with managed control planes. Centralize control over any cloud service provider and any cloud native tools. Manage your entire cloud infrastructure from one place, including any cloud and any cloud native tools. Upbound Spaces enables organizations to deploy managed control plans in their own environments, for compliance and data security. Upbound democratizes the cloud's best-kept secret -- the control plan. Cloud engineers can no longer be hindered by configuration drift and developers who are frustrated. Platform engineers benefit from centralized control, governance and stability, while developers enjoy the freedom of self service.

Tempest enables teams to ship high-quality code more quickly by offering an out-of-the-box developer self-service platform that eliminates lengthy setup times. It equips developers with the tools they need to independently build, deploy, and manage applications, all while ensuring security and compliance through built-in guardrails. By combining a comprehensive service catalog, software ownership insights, and seamless automation, Tempest helps organizations streamline workflows, enhance developer efficiency, and achieve faster delivery, maximizing the impact of their engineering efforts.

Backstage, powered by a central software catalog restores order to infrastructure and allows your product teams to deliver high-quality code rapidly -- without compromising their autonomy. We've always believed that autonomous development teams bring speed and innovation. We learned from experience that the faster your software ecosystem grows, the more fragmented it becomes. Then everything slows again. Backstage streamlines the entire development environment by centralizing services and standardizing tooling. Standardization releases your engineers from the complexity of infrastructure, not by limiting their autonomy.

Platform engineering is revolutionizing how engineering organizations build and run their cloud-native setups. Humanitec is leading this revolution, providing enteprises with the fastest and most reliable way to build Internal Developer Platforms (IDPs). Humanitec is the leader in the platform engineering space. Named a 2022 Gartner® Cool Vendor, we drive developer productivity by radically simplifying how teams deliver software at scale. Our core product, the Humanitec Platform Orchestrator, is used by mid and large-size engineering organizations, from 100+ developer scale-ups all the way to Fortune 100s. Our OSS workload specification Score lets developers describe their workloads and dependencies as code. The Platform Orchestrator dynamically generates app and infra configurations with every new deployment, driving standardization across the entire software delivery lifecycle. This means no more ticket ops or waiting times for developers, resulting in 4x higher deployment frequency and 30% faster time to market. As a SaaS provider, Humanitec takes information security very seriously. We’re ISO 27001 certified and constantly strive to protect data while adhering to the industry’s best security practices.

Hiphops is a DevOps Control Plane that makes it simple to create bespoke tools for your organization without adding maintenance burden, wasting time on boilerplate or burning out your staff. Modern tech teams can thrive at enterprise scale. Set up CRON with just one line of configuration and let your flows run on their own. Combining and leveraging your everyday tools to create new possibilities. Even your least technically minded team members can trigger flows and interact with them. Create and run flows locally. No more fix, wait, push, repeat. Create flows with a simple declarative syntax that can be extended with custom code. Hiphops can be deployed via Hiphops Cloud in minutes or self-hosted on your own infrastructure. You can create internal tools that are unique without adding additional maintenance burden and without spending time on boilerplate. We provide teams with a platform that includes all the pieces they need to automate processes, integrate existing tools, and run the entire system.

Gravity Cloud is an Internal Developer Platform which enables engineering teams run and manage cloud on a large scale. The IDP is a feature-rich IDP that provides complete control and visibility over Kubernetes and Databases. It also supports RBAC, CI/CD, CI/CD, and many other features. Gravity provides complete visibility of costs for any cloud-based action. IDP is a key part of the lifecycle of an engineering team. It increases productivity and reduces the total cost of ownership for non-core development work. Gravity's IDP is designed to maximize your software lifecycles.

configure8 is an internal developer portal that helps helps your developers move faster and build better software with self-serve access to the knowledge and functionality they need. configure8 is built around a universal catalog that easily organizes all of the sociotechnical knowledge about your team and applications, services, environments, and resources. Customize the data model to integrate any tool and present custom views and calculations. Easy to set-up and maintain, and delivers value. configure8 uses knowledge in the universal catalog to power Scorecards and Self-Serve Actions. Scorecards by configure8 feature the largest library of pre-built checks and the ability to scorecard any custom data as well as create standards tripwires. Self-Serve Actions feature dynamic forms that are contextually aware to minimize developer cognitive load for day 2 operations. We even offer starter templates + custom actions. Deploy configure8 on-premise or use our SaaS hosted version. We offer white glove support to ensure your success and high internal adoption rates.

Port is a platform that allows you to build no-code, holistic, internal developer portals. Port's software catalog includes microservices, custom assets, and can be used with any data model. It also supports in-context maturity scorecards. Portals allow developers to automate workflows and self-service actions.

mogenius is a platform that combines visibility, automation, and observability in one place for Kubernetes management. Connect and visualize Kubernetes workloads and clusters. Visibility for the whole team. Identify misconfigurations in your workloads. Take action within the mogenius platform. Automate K8s operations using service catalogs, developer-self-service and ephemeral environment. Leverage developer self-service to simplify deployments for your developers. Standardized and automated workflows can optimize resource allocation and prevent configuration drift. Service catalogs eliminate duplicate work and encourage reuse. Get complete visibility into your Kubernetes configuration. Deploy an operator that is cloud-agnostic to get a complete view of your clusters and workloads. In a few clicks, you can provide developers with ephemeral and local testing environments that mimic your production setup.

Easy, scalable, and low-maintenance. Security, scorecards, and customizability are all built-in. Backstage is now able to manage no-codes with the help of Roadie. Backstage is constantly evolving thanks to a vibrant contributor community. Roadie offers all these features while smoothing out rough edges such as GitHub rate limitations. Roadie allows you to manage access and permissions, as well as plugins and integrations. Roadie provides advanced debugging tools to help you navigate unexpected situations. Your Developer Portal won't be successful unless it is tailored to the way that your developers work. Roadie allows you to bring your own Backstage plug-ins so that you can integrate internal systems in your Developer Portal. Roadie allows you to bring your own API documentation renderinger so that your docs will be presented exactly how you want them in Backstage.

Uffizzi allows teams to build internal developer platforms within minutes, and not months. This is done by offering out-of-the box Kubernetes Multi-tenancy, Cluster Virtualization, and customizable templating. Standardize workflows while giving each developer access to self service, ephemeral environment for development, PRs and staging. Runs on either your infrastructure or ours.

Cortex Internal Developer Portal allows engineering organizations to easily gain visibility into services and deliver high-quality software. Scorecards allow teams to focus on what is most important to them, such as service quality, production ready standards, and migrations. Cortex's Service Catalog integrates with popular engineering tools to give teams an easy way of understanding everything about their architecture. Teams help organizations improve service quality while fostering a sense ownership and pride. Scaffolder allows developers to scaffold a new service using templates created by your team in less than five minute.

Atlassian's Developer Experience Platform allows you to catalog everything, improve software quality, and keep everyone on the same page. Compass helps you track all your services and systems. It also improves your software health, engineering standards, and developer experience. Use software health metrics to track the health of your software, as well as scorecards for security and health. This will help you empower your teams and improve their developer experience. Never be stuck in a search during an incident. Identify who owns the service and other critical details, such as recent changes, dependencies and errors. Track DORA, SPACE, and DevEx metrics to identify bottlenecks in your developer experience and identify bottlenecks. Don't get lost among repos, channels or documents. Reduce time spent searching for information, whether you are on-call or creating a new service.

A live software catalog that maps out your entire software ecosystem. Unifies your engineering stack and trains your custom AI assistant. Simplify DevOps issues without wasting time navigating multiple tools and relying on tribal know-how. Rely's Integrations gather data from multiple sources, including Terraform, K8s and Terraform CI/CD, as well as environments, services and dependencies. This information is then displayed in the software catalogue, making it accessible and providing context. It also centralizes real-time data on ownership, deployments and documentation, on-call schedules and operational maturity. A central team that defines the data model for the software catalog helps all engineering teams understand and represent their software ecosystem. Our platform offers a data model that is pre-made based on extensive research and can be adapted to the needs of most companies.

Each module can be used independently or together to create a powerful unified pipeline that spans CI, CD and Feature Flags. Every Harness module is powered by AI/ML. {Our algorithms verify deployments, identify test optimization opportunities, make cloud cost optimization recommendations, restore state on rollback, assist with complex deployment patterns, detect cloud cost anomalies, and trigger a bunch of other activities.|Our algorithms are responsible for verifying deployments, identifying test optimization opportunities, making cloud cost optimization recommendations and restoring state on rollback. They also assist with complex deployment patterns, detecting cloud cost anomalies, as well as triggering a variety of other activities.} It is not fun to sit and stare at dashboards and logs after a deployment. Let us do all the boring work. {Harness analyzes the logs, metrics, and traces from your observability solution and automatically determines the health of every deployment.|Harness analyzes logs, metrics, traces, and other data from your observability system and determines the health and condition of each deployment.} {When a bad deployment is detected, Harness can automatically rollback to the last good version.|Ha

OpsLevel tracks the microservices that underpin your products, the support teams, and the tools and practices that keep them running. You can streamline everything, from incident response to onboarding new engineers. A microservice catalog will help you build more reliably and prevent outages and security breaches. You can create a point for leverage that can drive and monitor upgrades and migrations across your tech stack.

Facets.cloud automates the last mile of cloud deployment as a product, allowing companies with large DevOps setups to manage their infrastructures themselves. This eliminates the need for organizations building platforms in-house. Platform Engineering is the future of DevOps. Facets helps businesses adopt the principles Platform Engineering by transforming DevOps setups, unlocking self-service and helping them reduce cloud costs and achieve well-architected clouds environments.

Secure, highly scalable object storage that is both highly scalable and scalable for cloud-native workloads. Azure Blob Storage allows you to create data lakes for your analytics and storage to build powerful cloud and mobile apps. Tiered storage reduces costs and allows you to scale up for machine learning and high-performance computing workloads. Blob storage was designed from the ground up for developers of mobile, web and cloud-native applications. It supports the scale, security and availability requirements. It can be used as a foundation for serverless architectures like Azure Functions. Blob storage supports all the most popular development frameworks such as Java,.NET and Python. It is also the only cloud storage service that offers a premium SSD-based object storage tier to support interactive and low-latency scenarios.

KnowledgeKube is a low-code platform that allows you to create truly scalable enterprise apps for greater success. With a low-code, enterprise-grade solution, you can easily migrate from legacy systems. Digitize user journeys, empower people to better self-serve, and publish natively across all devices. Our powerful workflow engine allows you to simplify, digitize, and automate complex processes quickly. Future-proof your cloud building. Start small and scale up with confidence on an elastic cloud architecture that is truly headless. KnowledgeKube is a global platform that helps organizations create scalable applications more quickly. Your organization's business users, experienced developers, and designers are empowered to work together more effectively and collaboratively to quickly build applications of any size. KnowledgeKube is a low-code platform that allows you to create enterprise web and mobile applications faster and more economically.

Shift left compliance with security as code. Automate every phase of the control lifecycle to eliminate audit fatigue. RegScale’s CCM platform provides self-updating and always-on ready paperwork. Our cloud-native solution will help you integrate compliance as code in the CI/CD pipelines. It will also speed up certification, reduce costs and future-proof security posture. Find out where to start your CCM journey, and how you can move your risk- and compliance-management program into high gear. Integrate compliance as a code to generate a rapid time-to value and a large ROI in 20% the time and cost of legacy GRC software. FedRAMP is the fastest way to FedRAMP, with automated artifact generation, simplified assessments, as well as industry-leading support for compliance in code with NIST OSCAL. We provide plug-and play automation for evidence collection, remediation, and remediation workflows.

Unleash the power and potential of the no-code platform to build modern applications. Your team's existing capabilities can be used to build, provision, run, and scale cloud-native applications. Modernizing legacy and greenfield applications quickly will unlock the potential of your apps, increase revenue opportunities, and exceed customer expectations. Be the first to market, and lead the transformation. Make use of the platform's Out-of-the box DevOps capabilities to automate and simplify your software maintenance and delivery. Multi-cloud and hybrid cloud enablement will spice up your "cloud first" strategy. Avoid vendor lock-in by allowing your teams the freedom to choose their cloud and infrastructure. Reduce human errors and save time when modernizing applications. The built-in developer tools make it easier to debug and fix issues faster than ever before.

HyperSense platform is an augmented analysis, cloud-native and SaaS-based platform. It helps enterprises make better decisions by leveraging Artificial Intelligence across the data value chain. It combines data from multiple sources and turns it into insights. It also builds, interprets, and tunes AI models and shares the results with other employees. HyperSense is a single-stop solution that enables telecom companies to accelerate business decision-making by leveraging self-serve artificial intelligence. It is easy to use, no-code and quick to set up, empowering business users, data scientists, and domain experts to create and operate AI models throughout the organization.

The new way to manage enterprise files at scale, from anywhere. Our cloud-native file platform is optimized for efficiency and extreme scale, so it can handle even the most demanding workloads. Qumulo Core, a high-performance file platform, is designed to allow you to store, manage, and build workflows and apps with data in its native format, at large scale across both on-prem as well as cloud environments. Intelligent scaling allows you to securely store petabytes worth of active file data within a single namespace. You can easily manage every file and user with real-time IT operational analysis. With a multi-protocol and comprehensive API support, you can create automated workflows and apps. It is now easy to manage all aspects of data lifecycle, including ingestion, transformation, publishing, and archiving

AWS Mainframe modernization service is an innovative platform that allows you migrate and modernize on-premises mainframe apps to a cloud native fully-managed runtime on AWS. Migrate and update your applications in order to eliminate the hardware and personnel costs of traditional mainframes. Manage and break down your migration using infrastructure, software and tools. Refactor and transform legacy apps. Cloud-native services can accelerate modernization and regression tests at scale. AWS Mainframe modernization is a managed tool set that provides infrastructure and software to modernize, migrate, test, and run mainframe applications. Accelerate the mainframe modernization process. Domain expertise can improve modernization outcomes. Reduce project complexity and improve cross-functional collaboration. AWS Blu Age can automate the transformation of legacy language applications to agile Java-based services using newer webframeworks.

SuperCore® is our cloud-native core banking platform. SuperCore®, our cloud-native platform, is our core banking platform. It helps banks unlock their data and deliver connected experiences. SuperCore, a SaaS managed service for core banking is available globally through AWS. It simplifies deployment, integration and infrastructure operations. Banks can reduce their cost of service by a large amount. Our no-code builder allows you to create products in just minutes. Our real-time event stream can provide you with new customer insights and help to speed up your decision-making. Our API-first architecture allows you to seamlessly integrate your channels and apps. A flexible, modular, configurable microservices architecture powered by a single data model. Future-proof your technology by adding a layer SmartAdapters with OpenAPI Swagger documentation in JavaScript. Pre-built modules and integrations that help you get up and running faster.

Azure Container Apps are a fully-managed Kubernetes application platform. It allows you to deploy apps directly from code or containers, without orchestrating complex infrastructure. Build heterogeneous, modern apps or microservices using centralized networking with observability, dynamic scale, and configuration to increase productivity. Design resilient microservices using KEDA and Dapr with full support. Advanced identity and access control to monitor container governance and secure your environment. Scalable, portable platform that has low management costs to improve the speed of production. High developer productivity and app-centric velocity can be achieved using open standards, on a cloud native foundation without any programming model requirements.

APM visibility simplified with high-definition leveraging real-user monitoring, synthetic monitoring and OpenTelemetry that is scalable, simple to use and deploy and unifies insights for end users, networks, applications and the cloud native ecosystem. Microservices deployed across dynamic cloud infrastructure in containers have created a transient and distributed environment on a massive scale. The old methods of scaling APM - sampled transactions, incomplete trace, and aggregate metrics - no longer work, and legacy APM fails to diagnose why critical business applications are still slow. The Riverbed platform provides unified visibility for the modern application ecosystem. It is easy to deploy, manage, and allows for faster troubleshooting of even the most difficult performance issues. Riverbed APM is fully adaptable to the cloud-native environment, delivering comprehensive monitoring for transactions running on modern app and cloud infrastructure.

AntDB is an AsiaInfo Technologies cloud-native distributed relational database designed to handle high performance online transaction processing and online analytics workloads. AntDB supports massive business data relating to calls, internet, payments, and bill-paying. It has served over 1 billion subscribers in 24 provinces of China. AntDB's cloud native distributed architecture supports high availability, data consistency and online scalability. It is compatible with SQL2016 and integrates seamlessly into various domestic ecosystems including mainstream CPUs and Operating Systems. The platform has features like automatic high availability, online elastic expansion of capacity, and read/write split at the kernel to efficiently manage traffic during peak periods. AntDB is successfully commercialized across industries such as telecommunications and finance, transportation and energy.

Customers can now benefit from enhanced full-lifecycle cloud native programming capabilities that will allow them to build modern applications for tomorrow. With applications designed for tomorrow, unlock the full potential of cloud computing today. Traditional cloud adoption strategies focused on application migration and infrastructure, but did not pay enough attention to the code underneath. While the cloud has always offered the benefits of scale and elasticity, it cannot unleash its full potential unless the code in your applications is updated. Modern applications built with cloud native technology and modern architectures allow you to tap the full potential of cloud computing. This will increase agility and help you accelerate innovation. You can create self-healing, autoscaling applications that are free from the limitations of servers. Serverless architectures provide the best efficiency and cost savings of the cloud, while allowing almost all infrastructure and software management to be done on the platform.

To speed up app development, organizations are using containerized environments. These apps still require services such as routing and SSL offload. F5 Container Ingress services makes it easy for you to deliver advanced services to your container deployments. This allows Ingress to control HTTP routing, load balancencing, application delivery performance, and security services. Container Ingress Services integrates BIG-IP solutions into native container environments such as Kubernetes and PaaS container orchestration management systems such as RedHat OpenShift. You can scale apps to meet container workloads. Security services can be enabled to protect container data. Container Ingress Services allows self-service app performance, security services within your orchestration, and integrates BIG-IP platforms with the container environment.

ARMO provides total security to in-house data and workloads. Our patent-pending technology protects against security overhead and prevents breaches regardless of whether you are using cloud-native, hybrid, legacy, or legacy environments. ARMO protects each microservice individually. This is done by creating a cryptographic DNA-based workload identity and analyzing each application's unique signature to provide an individualized and secure identity for every workload instance. We maintain trusted security anchors in protected software memory to prevent hackers. Stealth coding-based technology blocks any attempts to reverse engineer the protection code. It ensures complete protection of secrets and encryption keys during use. Our keys are not exposed and cannot be stolen.

Self-service user onboarding is easy with product tours. You can also drive product adoption with announcements. This allows you to trigger helpful hints and trigger product adoption without having to write a single line of code. Lou's code-free Builder is easy to use for non-technical users. It allows you to create, preview, and publish stunning in-product experiences. Lou builder allows users to create experiences directly on top of their platform. You can create custom templates to create out-of-the-box experiences that look like they were built in-house. You can choose from one of our templates or create your own themes. Or, you can design as you please. Lou Builder makes it easy to create stunning in-product experiences. For a more engaging learning experience, add images, videos, and gifs. Lou is not like other code-free solutions. Even advanced features are code-free.

Enterprise apps will have better operators thanks to a full application graph, declarative integration for legacy estate and Kubernetes, and a full app graph. Juju operator integration allows us keep each operator as simple and consistent as possible, then we compose them to create rich topologies for complex scenarios that support complex scenarios with less YAML. Large-scale operations code can also be governed by the UNIX philosophy of "doing one thing right". The benefits of clarity as well as reuse are the same. It is important to be small. Juju allows you the option to use the same operator pattern across your entire estate, even legacy apps. Model-driven operations significantly reduce maintenance and operation costs for traditional workloads, without the need to re-platform to K8s. Once mastered, legacy apps can be made multi-cloud-ready. The Juju Operator Lifecycle Manager, (OLM), uniquely supports both machine-based and container-based apps with seamless integration.

Build, deploy and scale AI applications from end-to-end in the cloud. Griptape provides developers with everything they need from the development framework up to the execution runtime to build, deploy and scale retrieval driven AI-powered applications. Griptape, a Python framework that is modular and flexible, allows you to build AI-powered apps that securely connect with your enterprise data. It allows developers to maintain control and flexibility throughout the development process. Griptape Cloud hosts your AI structures whether they were built with Griptape or another framework. You can also call directly to LLMs. To get started, simply point your GitHub repository. You can run your hosted code using a basic API layer, from wherever you are. This will allow you to offload the expensive tasks associated with AI development. Automatically scale your workload to meet your needs.

Kindo has arrived and the way you work will never be quite the same. Workflows allow you to automate your tasks and connect to any AI model with just a few simple clicks. Kindo streamlines work, so you can focus on the most important parts of your job and not all the extra stuff. The first self-serve Al Platform that securely and privately connects OpenAI ChatGPT, Google Bard or Cohere Claude to your company's information. You can work efficiently with Al search, connect to up to 200+ SaaS Integrations, and create AI-powered workflows without coding. Ask questions and get answers in seconds. No need to sift through spreadsheets and wikis. Kindo layers AI tools on top of your existing apps, allowing you to answer all your burning questions.

Afront is a programmatic advertising platform that enables marketers and affiliates to create highly targeted advertising campaigns across all channels and formats. The company has absorbed the most advanced advertising technologies and progressive practices to define the modern advertising landscape. Afront is a high-performance advertising platform that focuses on native, push, OnClick and In-page ads. This unique ecosystem helps advertisers achieve outstanding advertising results and boost brand awareness and ROI. What we offer: Afront provides access to the self-serve advertisement platform, which allows you to easily access high volumes and top-quality ad traffic across all business verticals. Our ad tech platform is powered by programmatic algorithms and automatically finds the best placements based on your budget and targeting requirements.

Panoptica makes it easy for you to secure containers, APIs and serverless functions and manage your software bills of material. It analyzes both internal and external APIs, assigns risk scores, and then reports back to you. Your policies determine which API calls the gateway allows or disables. Cloud-native architectures enable teams to develop and deploy software faster, keeping up with today's market. However, this speed comes at a cost: security. Panoptica fills these gaps by integrating automated policy-based security and visibility at every stage of the software-development process. The number of attack points has increased significantly with the decentralized cloud-native architectures. Changes in the computing landscape have also increased the risk of security breaches. Here are some reasons why comprehensive security is so important. A platform that protects all aspects of an application's lifecycle, from development to runtime, is essential.

You can manage your data from the edge to the cloud with a simple, no-code approach to creating sophisticated streaming applications.

You can develop on your laptop, then scale the same Python code elastically across hundreds or GPUs on any cloud. Ray converts existing Python concepts into the distributed setting, so any serial application can be easily parallelized with little code changes. With a strong ecosystem distributed libraries, scale compute-heavy machine learning workloads such as model serving, deep learning, and hyperparameter tuning. Scale existing workloads (e.g. Pytorch on Ray is easy to scale by using integrations. Ray Tune and Ray Serve native Ray libraries make it easier to scale the most complex machine learning workloads like hyperparameter tuning, deep learning models training, reinforcement learning, and training deep learning models. In just 10 lines of code, you can get started with distributed hyperparameter tune. Creating distributed apps is hard. Ray is an expert in distributed execution.

With VMware Tanzu Kubernetes grid, you can power your modern applications. For a consistent, secure experience, all developers can use the same K8s in data center, edge, and public cloud. Your workloads should be kept secure and isolated. You can get a complete Kubernetes runtime that is easy to upgrade with preintegrated, validated components. Scale all clusters with no downtime Security fixes can be applied quickly. You can run containerized applications on a Kubernetes certified distribution. This distribution is supported by the global Kubernetes network. Your existing data center tools, workflows, and data centers can be used to provide developers secure, self-serve, access to conformant Kubernetes clouds in your VMware private cloud. You can also extend the same Kubernetes runtime to your public cloud or edge environments. You can simplify operations in large-scale, multicluster Kubernetes environments and keep your workloads isolated. Automate lifecycle management to reduce risk and shift your focus towards strategic work.

Find the APIs which are best suited to your application. Offload non-core features to build leaner applications. No coding is required to test and run our APIs. No matter what programming language you prefer or your background in development, our APIs can be easily integrated. Simplify your API management with a single platform. With encryption and protection methods that are industry-leading, you can secure and safeguard your data. You can rely on a single provider for all of your API needs, regardless of your tech stack. Boost your productivity and accelerate your development projects.

You can get streamlined with a complete range of workload security capabilities. Protect your cloud-native apps, platforms, data, and data in any environment using one agent. Deep Security seamlessly works in the cloud thanks to its strong API integration with Azure, AWS, and other platforms. Deep Security protects sensitive enterprise workloads without you having to create and maintain your own security infrastructure. You can accelerate and maintain compliance in hybrid and multi-cloud environments. AWS and Azure offer many compliance certifications. However, you are still responsible to secure the workloads that you place in the cloud. With one security product, you can secure servers across the cloud and data center. You no longer need to worry about product updates or hosting. Quick Start AWS CloudFormation templates are available for NIST or AWS Marketplace. These host-based security controls can be deployed automatically even if auto-scaling is enabled.

All your old customer interaction data in a single place. Adepsi can help you move all your historical data on customer interactions to the cloud. Securely transfer all legacy data from your on-premises systems to the cloud. Adepsi securely transfers all your legacy call recording information to the cloud. Adepsi's cloud-based platform allows you to access all of your legacy call recording data through a single interface. Adepsi, as a native cloud-based platform that takes full advantage of AWS infrastructure's advanced features, can deliver levels and reliability that would be prohibitively expensive (and difficult) to achieve in an on premises model. Adepsi is able to scale up and down as needed and, backed by Amazon’s massive infrastructure and computing and storage resources whenever required.

The most capable AI-powered assistant in software development. Amazon Q agents are able to perform a wide range of tasks autonomously, including implementing features, documenting and testing code, reviewing it, refactoring it, and performing software upgrades. Amazon Q Developer simplifies the entire development lifecycle. Amazon Q Developer is a cloud expert and is available in the console. It can help optimize costs and resources on AWS, provide guidance on best practices for architecture, investigate operational incidents and diagnose and fix networking issues. Amazon Q Developer agents speed up large-scale enterprise workload changes, including.NET migration from Windows to Linux and mainframe application modernization. They also migrate VMware workloads and modernize them, and upgrade Java to reduce costs.

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