Alternatives to Orkes

Bonitasoft fully supports digital operations with Bonita, an extensible open-source platform for automation of business processes and IT modernization. The Bonita platform speeds development and production. It clearly separates capabilities for visual programming from those for coding. Bonita integrates into existing information systems, orchestrates heterogeneous system, and provides deep visibility to all processes within the organization.

Appian, the digital platform for digital transformation, allows teams to create powerful applications 10x faster. Appian combines industry-leading process management with low-code development speed to help organizations stay on the right track in their digital transformation journey. Appian offers a low-code development platform with drag-and drop, declarative, and visual development, consistent user experiences across all devices, integrations and instant deployment.

Now is the time to build. You'll be ready for anything that comes next. Pega makes it easy to collaborate no matter where you are working with its intuitive and inclusive approach to app authoring. Unify users on one platform with low-code tools and developer-grade options to quickly respond to changing needs. From one dashboard, you can foster innovation and manage low-code across your entire organization. Optimize efficiency by providing business users, developers, IT, and IT with the information they need, whenever and wherever they need it. You can accelerate application development by quickly and easily defining core elements. From one dashboard, you can manage low-code across your entire organization. IT can be empowered to ensure that every app is built within the organizational guardrails. App experiences that are relevant today and ready for future growth. Pega's UX framework was designed for developers, employees, customers, and partners.

Unqork was founded in 2017 and is the industry's pioneer enterprise no-code platform. It helps large companies create, deploy, manage, and maintain complex applications without writing any code. Companies such as Liberty Mutual, Goldman Sachs and John Hancock use Unqork's drag and drop interface to create enterprise applications faster, with better quality and at lower costs than traditional approaches.

Camunda enables organizations to orchestrate processes across people, systems, and devices to continuously overcome complexity and increase efficiency

AWS Step Functions, a serverless function orchestrator, makes it easy to sequence AWS Lambda and multiple AWS services into business critical applications. It allows you to create and manage a series event-driven and checkpointed workflows that maintain the application's state. The output of each step acts as an input for the next. Your business logic dictates that each step of your application runs in the right order. It can be difficult to manage a series serverless applications, manage retries, or debugging errors. The complexity of managing distributed applications increases as they become more complex. Step Functions, which has built-in operational controls manages state, sequencing, error handling and retry logic. This removes a significant operational burden from your staff. AWS Step Functions allows you to create visual workflows that allow for fast translation of business requirements into technical specifications.

Lightstep's mission, to provide confidence at scale for developers, operators, and users of today's powerful software applications is to help them succeed. Every dependency. Every deploy. Every regression. The world's best tracing software lets you see it all. Open standards like OpenTelemetry, OpenTracing and OpenTelemetry were co-founded by us to allow developers to access portable, vendor-neutral data in telemetry. You can now get started in as little time as it takes to microwave a burrito. Yes, that's right. Lightstep automatically analyzes all of your unsampled events data in seconds and identifies the probable root cause, no matter how specific or rare.

Enhance your stack Open-source tool for developers to quickly integrate and orchestrate processes. The integration layer simplifies microservices and applications to work together. It provides seamless communication and efficient control of data flow between services. You can easily create custom integrations tailored to meet your needs with a wide variety of pre-built components and a simple way to build them yourself. Easy creation of asynchronous process between all integrated services. Orchesty offers robust tools for modeling and managing running processes, as well as scheduling, controlling, and monitoring them.

Cloud-native applications can be used to automate business processes and decisions. Red Hat®, Process Automation Manager is a platform that allows you to develop containerized microservices, and applications that automate business processes and decisions. Process Automation Manager includes business rule management (BPM), business rule management (BRM), business resource optimization (CEP) and complex event processing technologies. It also features a user interface platform that allows you to create engaging user interfaces for decision services and process management with minimal coding. Everything business users need in order to model flows and policies: Business Process Model and Notation models, Decision Model and Notation models (DMN), and domain-specific rules languages. Built in the cloud, for cloud. Red Hat OpenShift allows you to deploy completed models as microservices in containers. Drools is a powerful open-source rules engine that is widely used.

SAP Process Orchestration (SAP PO formerly SAP PI software) supports custom process applications as well as integration scenarios. It is the process orchestration layer within SAP's Business Technology Platform. It can help you improve process efficiency and respond to changing requirements. You can quickly and easily model, implement, integrate, monitor, and manage custom process applications and integration scenarios. You can innovate faster and be more responsive to changing requirements by creating more efficient, flexible processes. By creating custom process applications, you can increase the speed and flexibility in your business operations. Reduce development time and costs by integrating processes, rules and integration management into one integrated solution. Automated rules can help you improve the enforcement of your corporate policies and legal regulations.

Enate allows you to run workflows from start to finish under one roof. You can seamlessly orchestrate each step of your workflow and leave behind the tangled webs of manual work. It has been difficult to deploy AI and RPA technology. Enate lets you instantly plug-and-play automation into your workflows to improve efficiency. Real-time metrics and data allow you to spot operational gaps and manage and assign work according to skills and competencies. From operational chaos to excellence. Create unlimited and customizable workflows in different geographies using features like sentiment analysis and peer reviews to help you thrive. Enate lets you create drag-and-drop-based workflows without expensive development work. Our platform is so simple to use that anyone can be trained.

Intelligently activate processes to accelerate the flow. Alfresco's platform provides comprehensive cloud-native services for content. Check out some of its key features to see why it is such a powerful tool for any organization. Alfresco allows you to quickly access and find the information you need from anywhere using web-based tools. The tightly integrated capabilities of process and content services streamline content-centric processes, enabling faster and more informed decision-making. Teams can extend the benefits of Microsoft 365 to Google Docs and boost productivity with enterprise collaboration tools. Alfresco Governance Services automates information lifecycles with minimal user intervention, reducing risk and strengthening compliance.

Outstanding customer service and operational excellence can help you grow your business and attract new customers. Leading organizations worldwide are turning to Flowable's Intelligent Business Automation solutions to transform their business processes in today's competitive market. Delivering exceptional customer service is key to increasing customer retention and acquisition. Operational Excellence is achieved by improving business efficiency and reducing costs. Increasing Business Agility to adapt and respond to changing market conditions. To ensure business continuity, enforce Business Compliance. Flowable's conversational engagement capabilities allow you to deliver a compelling combination of automated and personal service via popular chat platforms like WhatsApp - even in highly-regulated sectors. Flowable is lightning fast and has many years of experience in real-world applications. It supports decision, case, and process modeling and can handle complex case management situations.

APPSeCONNECT, the next-generation enterprise-level integration platformas-a-service (iPaaS), allows businesses of all sizes to connect cloud applications and on-premises solutions into a single platform. APPSeCONNECT's unique hybrid architecture allows businesses to make the most of their existing resources, systems and technologies. It also streamlines business operations to improve productivity and efficiency. The core features include rule- and action-based integration, workflow based process orchestration and data tracking. Protocol adapters, error handling and protocol adapters are also included.

IBM® Business Automation Workflow (a key capability of IBM Cloud Pak) for Business Automation) is a key capability. It unites information, processes, and users to enable you to automate digital workflows both on-premises and on-the cloud. You can create workflows that increase productivity, improve collaboration among teams, gain new insight, resolve cases, and drive better business results. Standardize and consolidate task work to make it easier to prioritize. Combine case-centric and process-centric work in repeatable business processes to meet larger enterprise needs. Facilitate client engagement by giving workflow participants and case workers access to information, systems, and analytics. Transform transactional workflows faster and resolve cases quickly. Built-in visibility and powerful analytics allow you to quickly identify the best actions and improve collaboration between IT teams and business teams. Access the development, testing, and runtime environments via a self-service portal.

On the ground, microservice practitioners quickly realized that the majority of operational issues that arise from moving to a distributed architecture are rooted in two areas: networking as well as observability. It is a much more difficult task to network and troubleshoot a collection of interconnected distributed services than a single monolithic app. Envoy is a high-performance, self-contained server with a small memory footprint. It can be used alongside any framework or application language. Envoy supports advanced load balance features such as automatic retries and circuit breaking, global rate limit, request shadowing, zone load balancing, request shadowing, global rate limiting, circuit breaking, circuit breaking, and global rate limiting. Envoy offers robust APIs to dynamically manage its configuration.

Red Hat Openshift Cloud Functions is a FaaS – Function as a service that can be deployed to Openshift. It is based on Knative, a FaaS project within the Kubernetes community. It will allow developers to run code without having to know any details about the underlying platform.

Ember.js, a JavaScript framework that is proven to be efficient and effective in building modern web applications, is available. It contains everything you need for rich UIs that can be used on any device. Ember has been used by some of the most successful development teams around the globe to iterate on their products for many years. Ember's scalable UI architecture is built-in right from the beginning. This means you'll use the same patterns as these organizations every step of your journey. Ember's intuitive experience is everything you need to get started building and continue shipping for years. Our years of experience will help you and your team be more productive. Ember CLI is the core of modern Ember apps. It provides code generators that create new entities and places the files in the correct place every time. Ember apps include a built-in development environment that supports fast rebuilds, auto reload, and a test run!

Aspen Mesh empowers companies by leveraging the power and flexibility of their service mesh to improve their app environment's performance. Aspen Mesh, part of F5, is focused on providing enterprise-class products to enhance companies' modern apps environments. Microservices make it easier to deliver new and differentiated features faster. Aspen Mesh allows you to do this at scale and with confidence. You can reduce downtime and improve customer experience. Aspen Mesh is a tool that will help you maximize the performance of your distributed systems, whether you are scaling microservices to production using Kubernetes. Aspen Mesh empowers companies by leveraging the power and flexibility of their service mesh to get more performance out of their modern app environment. Based on machine learning and data, alerts that reduce the risk of application failure and performance degradation. Secure Ingress exposes enterprise apps to customers, and the internet.

Serverless functions made easy. OpenFaaS®, makes it easy to deploy both existing code and functions to Kubernetes. Docker allows you to avoid lock-in. You can run on any public or private cloud. You can create microservices and functions in any language. Legacy code and binaries are not supported. Auto-scale to meet demand and to zero when in idle. You can bring your laptop, on-prem hardware or create a cluster in cloud. Kubernetes will do the heavy lifting, allowing you to create a fault-tolerant, scalable and fault-tolerant serverless platform for your apps. OpenFaaS can be used in just 60 seconds. You can also write and deploy your first Python functions in less than 10 minutes. OpenFaaS workshop is a series of self-paced labs that will teach you everything about functions. An ecosystem for sharing, reuse, and collaboration on functions. Reduce boilerplate code and share code in our templates store.

VMware Tanzu GemFire, a distributed key-value store with in-memory key-value storage, performs read-and-write operations at lightning fast speeds. It has high availability parallel message queues, continuous availability, an event-driven architecture that can scale dynamically with no downtime, and an event-driven architecture. Tanzu GemFire scales linearly as your data requirements increase to support high performance, real-time apps. Traditional databases are often too fragile or unreliable to be used with microservices. Every modern distributed architecture requires a cache. Applications can use Tanzu GemFire to get fast responses to data access requests and always receive new data. Applications can subscribe to real time events to respond to changes instantly. Continuous queries from Tanzu GemFire notify your application whenever new data becomes available. This reduces overhead on your SQL database.

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.

Progress Kinvey allows you to create better mobile apps faster and at a lower cost. Kinvey is a mobile backend-as-a-service (MBaaS), that runs on a serverless cloud platform. It was designed to help enterprises create better multichannel experiences. This breaks the mold of traditional methods of innovation. Multi-channel user experiences can be created and delivered faster by Kinvey. Kinvey allows your team to deliver incredible user experiences across web and native mobile using the latest best-of-breed technology. Integration with any mobile, web, or chat front-end framework is easy with client-side SDKs. Kinvey speeds up implementations by allowing front-end development to be done simultaneously with backend integrations. This is possible through the use of integration accelerators that are both low-code and no-code. Our modern, patent-pending serverless backend meets the urgent need for enterprise-grade multichannel applications.

Deep learning frameworks like TensorFlow and PyTorch, Torch and Torch, Theano and MXNet have helped to increase the popularity of deep-learning by reducing the time and skills required to design, train and use deep learning models. Fabric for Deep Learning (pronounced "fiddle") is a consistent way of running these deep-learning frameworks on Kubernetes. FfDL uses microservices architecture to reduce the coupling between components. It isolates component failures and keeps each component as simple and stateless as possible. Each component can be developed, tested and deployed independently. FfDL leverages the power of Kubernetes to provide a resilient, scalable and fault-tolerant deep learning framework. The platform employs a distribution and orchestration layer to allow for learning from large amounts of data in a reasonable time across multiple compute nodes.

Sylius is an open-source headless eCommerce platform that can be used by mid-market and enterprise brands who need customized solutions. It offers a modern approach to professional development and allows you to evolve your digital stack at a faster pace than your competitors. This will ensure that your customers get the experience they expect. Sylius includes a powerful REST API, which can be customized to work with your frontend or microservice architecture. It is built with API Platform, if you are a Symfony Developer. Sylius will help you grow your business and adapt to your changing needs. It works well on a standard VPS, but can also be used with Docker or Kubernetes to create a truly scalable stack of cloud providers at optimal costs. You can't afford to make a revolution every few decades, given the rapid pace of change in the world of commerce. You need to adopt an evolutionary approach and adhere to the highest quality standards. These are the core values of Sylius.

Temporal is an open-source microservices orchestration platform that allows you to run mission critical code at any scale. It can complete any size or complexity of workflows, has built-in support to exponential activity retries, simplifies workflow compensation logic using native Saga pattern support, and guarantees workflow completion. You can define rollbacks, retries, cleanup, and even human intervention steps if there is a failure. General-purpose programming languages allow for the most flexibility in defining workflows, especially when compared with markup-based DSLs. Temporal gives you full visibility into the end-to-end workflows, which can span multiple services. Temporal provides high-level insight into the state of each workflow, making complex microservices orchestration easier. Contrast this with ad hoc orchestration that relies on queues, where visibility into your workflows is almost impossible.

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.

Get a deep understanding of your cloud-native applications, from microservices architectures to serverless architectures, and quickly identify the root causes of problems. APM can be used to identify anomalies, map dependencies and simplify investigations of outliers. Optimize your code with support for popular programming languages, OpenTelemetry and distributed tracing. Identify performance issues using an automated and curated visual representation that includes all dependencies including cloud, messaging and data stores, as well as third-party services, and their performance data. Drill down into anomalies, transactional details, and metrics to perform a deeper analysis.

Vendia Share, a SaaS service, makes it easy for organizations and companies to share code and data across clouds and regions, accounts, technology stacks, and even between different countries. Vendia allows enterprises to share code and data across companies and clouds, regions, accounts, regions, technology stacks, and countries. Vendia's unique architecture allows for a distributed data model that can be used anywhere you need it to. Its serverless design makes it easy to scale. Vendia allows businesses to create a complete picture of their data, such as tracking and tracing items in a supply chain. This information can be shared with suppliers, logistics, affiliates, or other business parties. These could be different legal entities, departments within the same enterprise or even the same department, but they might be separated by the adoption of different public clouds services, such AWS and Azure.

Akka is a toolkit that allows you to build highly concurrent, distributed and resilient message-driven Java and Scala applications. Akka Insights, an intelligent monitoring and observability tool, is specifically designed for Akka. Actors and streams allow you to build systems that scale up by using more server resources and out by using multiple servers. You can build systems that self-heal and remain responsive to failures by using the principles of The Reactive Manifesto Akka. Distributed systems that are resilient to failure. Load balancing across nodes and adaptive routing. Cluster Sharding is used for event sourcing and CQRS. Distributed Data to ensure eventual consistency with CRDTs Backpressure and asynchronous stream processing. A great platform for microservice development is the fully async streaming HTTP server and client. Alpakka streams integrations.

Conductor is a cloud-based workflow orchestration engine. Conductor was designed to help Netflix orchestrate microservices-based processes flows. It includes the following features. A distributed server ecosystem that stores workflow state information efficiently. Allows creation of business flows that allow each task to be executed by different microservices. A DAG (Directed Acyclic graph) is a workflow definition. Workflow definitions can be separated from service implementations. These process flows can be traceable and visible. A simple interface connects workers to execute tasks in workflows. Workers can be written in any language that is most appropriate for the service, and workers are language-agnostic. You have full operational control over workflows, including the ability to pause and resume, restart, retry, terminate, and restart. Allow for greater reuse of existing microservices, making it easier to onboard.

Red Hat®, OpenShift®, Streams for Apache Kafka provides a simplified developer experience for building, scaling, and modernizing cloud-native apps or upgrading existing systems. Red Hat OpenShift streams for Apache Kafka make it easy to create, discover and connect to real-time data stream no matter where they're deployed. Streams are essential for delivering event-driven or data analytics applications. The seamless operation of distributed microservices, large data transfers volumes, and managed operations allow teams to focus on their strengths, speed up value, and lower operating costs. OpenShift streams for Apache Kafka is part of the Red Hat OpenShift product range, which allows you to build a wide variety of data-driven solutions.

Prefix with OpenTelemetry is a great way to optimize app performance. OTel Prefix, the latest open-source observability standard, streamlines application development by allowing for universal telemetry data input, unmatched observability and extended language support. OTel Prefix gives developers the power of OpenTelemetry, supercharging the performance optimization of your entire DevOps Team. OTel Prefix's unmatched observability in new technologies, frameworks and architectures simplifies code development, app creation and ongoing performance optimization of your apps for you and your team. Summary Dashboards are available, as well as distributed tracing and smart suggestions. Prefix also offers developers the ability to jump between logs and traces.

TIBCO Flogo®, Enterprise software--the fully supported commercial version of Project Flogo®, allows developers to quickly build event-driven microservices using a browser-based flow design. These apps can be deployed seamlessly to serverless environments, container platforms, or devices at the edge of the network. With Flogo®, Enterprise software, you can create highly scalable functions and engage users experiences. You can also collect and analyze data from IoT devices. A browser-based interface allows you to easily implement event-driven microservices or functions. This makes it easier and faster to develop event-driven apps. Incorporate custom-built and out-of-the box event triggers and actions that react to events, such a flows for application integration, streams processing stream processing, and rules for context rule processing.

We provide a geo-distributed, real-time database, stream processing, and compute runtime for event driven applications across up to 175 global edge data centers. Our platform is loved by API and app developers because it solves the most difficult problems of sharing mutable states across hundreds of locations around the world. We also have high consistency and low latency. Macrometa allows you to surgically expand your existing infrastructure to bring your application closer to your users. This allows you to improve performance and user experience, as well as comply with global data governance laws. Macrometa is a streaming, serverless NoSQL database that can be used for stream data processing, pub/sub, and compute engines. You can create stateful data infrastructure, stateful function & containers for long-running workloads, and process data streams real time. We do the ops and orchestration, you write the code.

You can quickly build, deploy, scale, and scale web apps or APIs according to your schedule. You can use.NET Core, Node.js Java, Python, PHP or containers on Windows or Linux. A trusted, fully managed platform that handles more than 40 billion requests per day can meet strict, enterprise-grade performance, security, and compliance requirements. Fully managed platform with infrastructure maintenance, security patching, scaling. Zero-downtime deployments and CI/CD integration built-in. For seamless deployments in public cloud, Azure Government and on-premises environments, Rigorous security and compliance are required, including SOC/PCI. Use the framework language you prefer to bring your code or container. Visual Studio Code and Visual Studio integrate tightly to increase developer productivity. Streamline CI/CD using Git, GitHub and GitHub Actions.

Disconnect legacy systems. Connect to the Pegasus CRS Pegasus CRS is an award-winning, cloud-based reservation solution that gives you complete control over your hotel's distribution strategy. It also includes intelligent rate and inventory management tools that can be used by enterprise customers. Flexible and robust microservice APIs let you use the platform in the most efficient way for your business processes. This allows you to concentrate on revenue generation. Our platform's cloud-native, serverless architecture ensures that your technology is future-proofed and allows you to scale your business with minimal downtime and lag. We provide robust connectivity via global distribution through hundreds of channels and integrations with your PMS, among other things.

Visualize your microservices from your CDN to your databases, with external dependencies. Automately measure baselines and receive recommendations for SLIs or SLOs. Measure and understand the impact across microservices. Every change creates ripples in your connected system. Login API was affected by a security group's change? Last9 makes it easy for you to find the 'last change' that caused an incident. Last9 is a modern reliability platform. It leverages your existing observation tricks and allows you to build and enforce mental model on top of your data. This will help you cover infrastructure, service, product metrics with minimal effort. We love reliability and make it fun and embarrassingly simple to run systems at scale. Last9 uses the knowledge graph to automatically generate maps of all known infrastructure and service components.

Scale your applications without the need to manage infrastructure. Scale your applications without the need to manage infrastructure. You can stay agile with support for many development languages and a variety of developer tools. You can quickly build and deploy apps using popular languages, or bring your own frameworks and runtimes. You can also manage your resources from the command-line, debug source code and run API backends easily. You can focus on writing code and not having to manage the infrastructure. Firewall capabilities, IAM rules, managed SSL/ TLS certificates can help protect your apps from security threats. You can operate in a serverless environment and not worry about over- or under provisioning. App Engine scales automatically based on app traffic and consumes resources only while your code is running.

Build and operate a multi-cloud service at a tenth of the cost using enterprise-grade features like SaaS provisioning and billing, serverless autoscaling and monitoring, auto-recovery and intelligent patching. Create a managed cloud service for your data products with enterprise-grade features. Automate platform engineering for software delivery and zero-touch management. Omnistrate simplifies SaaS launches by combining all the essentials. No more building undifferentiated products from scratch. Scale across clouds, regions and environments, service offerings and infrastructure with just one API call. We don't require access to the data of your customers or your software because we are built on open standards. Scale your cloud offering seamlessly using auto-scaling, with a scale of zero. Automate mundane, repetitive and undifferentiated tasks to focus on your core product.

You can deploy your applications using containers, VMs or serverless. It also allows you to easily implement auto scaling, fault diagnosis, performance analysis and fault diagnosis. Supports native Spring Cloud, Dubbo frameworks, and Service Mesh. It provides all-scenario capabilities and supports mainstream languages like Java, Go and PHP. Supports cloud-native transformations of Huawei core services. This ensures that they meet strict performance, usability, security compliance, and compliance requirements. Common components, running environments, and development frameworks are available for web, mobile, and AI apps. The entire process of managing applications, including deployment and upgrading, is fully managed. Monitoring, alarms, logs and tracing diagnosis are all possible. The integrated AI capabilities make O&M simple. With just a few clicks, you can create a flexible and customizable application delivery pipeline.

Apache OpenWhisk, an open-source distributed Serverless platform, executes functions (fx), in response to events at all scales. OpenWhisk handles the infrastructure, servers, and scaling via Docker containers. This allows you to focus on creating amazing and efficient apps. OpenWhisk supports a programming model that allows developers to write functional logic (called actions), in any supported programming languages. These actions can be dynamically scheduled and run in response (via Triggers), from external sources (Feeds), or from HTTP requests. The project also includes a REST API-based Command Line Interface, (CLI), and other tools to support packaging, catalog service, and many popular container deployment options. Apache OpenWhisk uses containers to build its components. This makes it easy to support many deployment options locally and within Cloud infrastructures. Many of the most popular Container frameworks are available.

Apache Ignite is an enterprise-grade platform that offers in-memory speed, massive scalability and real-time access across datastores. You can upgrade from Ignite or GridGain without any code changes and deploy your clusters securely on a global scale with zero downtime. Rolling upgrades can be performed on your production clusters without affecting application availability. To load balance workloads and prevent outages in regional areas, replicate across globally distributed data centres. You can protect your data in motion and at rest, and comply with security and privacy standards. Integrate with your organization's authorization and authentication system. Allow full data and user activity auditing. Automated schedules can be created for incremental and full backups. With snapshots and point in time recovery, restore your cluster to its last stable state.

A cloud-native distributed HTAP DB database that can be elastically scaled and used for real-time analytics. It is fully managed and has a serverless tier that allows you to launch the HTAP database in seconds. Transparently and elastically scale to hundreds of nodes for critical workloads, without having to change business logic. You can use what you know about SQL to maintain your relational model, global ACID transactions, and manage hybrid workloads with ease. It comes with a high-performance analytics engine that allows you to analyze operational data without the need for an ETL. Scale up to hundreds of nodes and maintain ACID transactions. There is no need to worry about sharding and facing downtime. Data accuracy at scale, even when multiple updates are made to the same source of data. TiDB's MySQL compatibility will increase productivity and reduce time-to-market. You can easily migrate data from existing MySQL instances, without having to rewrite any code.

Kubernetes is a highly scalable platform for model inference that uses standards-based models. Trusted AI. KServe, a Kubernetes standard model inference platform, is designed for highly scalable applications. Provides a standardized, performant inference protocol that works across all ML frameworks. Modern serverless inference workloads supported by autoscaling, including a scale up to zero on GPU. High scalability, density packing, intelligent routing with ModelMesh. Production ML serving is simple and pluggable. Pre/post-processing, monitoring and explainability are all possible. Advanced deployments using the canary rollout, experiments and ensembles as well as transformers. ModelMesh was designed for high-scale, high density, and often-changing model use cases. ModelMesh intelligently loads, unloads and transfers AI models to and fro memory. This allows for a smart trade-off between user responsiveness and computational footprint.

Event Grid simplifies event-based apps. It is a single service that manages all events from any source to any destination. Event Grid is designed to be highly available, consistent in performance, and dynamically scale. This allows you to focus on your app logic, rather than infrastructure. Eliminate polling and the associated cost- and latency. Event Grid allows event publishers to be decoupled with event subscribers through a pub/sub model. This allows you to create scalable, serverless, microservices and distributed systems. You can gain massive scale dynamically while receiving near-real-time notifications about any changes that you are interested in. Reactive programming allows you to build better and more reliable applications, taking advantage of guaranteed event delivery and high availability in the cloud. Connect multiple sources and destinations of events to create richer applications.

Accelerate your form development workflow. Register, create a URL endpoint and update the action attribute of your form. You can design your forms however you like and set them up to do what you want. You can concentrate on other important things with strong data security safeguards built-in. Simply copy, paste, submit, and receive. It used to be difficult to get web forms up and running. Basin makes it easy to accept submissions in just a few clicks. Basin is compatible with many popular CMS platforms, page builders and static site generators. You can also do some fun things with your data by using webhooks and Zapier.

Fiddler is a pioneer in enterprise Model Performance Management. Data Science, MLOps, and LOB teams use Fiddler to monitor, explain, analyze, and improve their models and build trust into AI. The unified environment provides a common language, centralized controls, and actionable insights to operationalize ML/AI with trust. It addresses the unique challenges of building in-house stable and secure MLOps systems at scale. Unlike observability solutions, Fiddler seamlessly integrates deep XAI and analytics to help you grow into advanced capabilities over time and build a framework for responsible AI practices. Fortune 500 organizations use Fiddler across training and production models to accelerate AI time-to-value and scale and increase revenue.

Azure Spring Apps allows Spring developers to focus on their code and not infrastructure. Deploy any Spring app, including web apps, microservices and event-driven applications, without the need for Kubernetes. Utilize your existing investments to take advantage of the Azure ecosystem. Azure monitor provides deep insights into application dependencies, operational telemetry and application dependencies. View aggregate metrics to get a topological overview of how services interact, and average performance and error rate. Identify the root cause for reliability issues and performance bottlenecks. Focus on what's important--your apps and business logic--and delivering value to users. Deploy Spring or Polyglot applications, from source code or artifacts. Container creation and maintenance are supported.

Enterprise observability for all of your teams at scale Traditional tools only detect simple threshold-based anomalies. This makes it difficult to distinguish between real issues and false alarms. VMware Tanzu Observability from Wavefront allows you to create smart alerts that dynamically filter out noise and capture true anomalies. It is difficult to troubleshoot distributed cloud applications because of many moving parts, dependencies on other applications, and frequent code changes. Wavefront tracks all metrics from your cloud applications, infrastructure, and clouds. It can be difficult to find the right needle when dealing with thousands of metrics from containerized microservices and distributed cloud applications. AI Genie™, which automatically identifies "unknown unknowns", allows you to quickly find the root cause of an incident - isolate applications, infrastructure, and cloud.