ai Release. Integration; See NetBrain in Action. 1. Part 1: Build your first Hello Mule application Part 2: Set up global elements and properties files in. Cloud-first and hybrid ready. CloudHub is an integration Platform as a Service (iPaaS) that gets you up and running in minutes. In this blogpost we’ll take you through all the new features, integrations and other cool stuff that StackState Version 1. At the heart of the StackState platform is a novel graph-based monitoring and management database. Sprinklr Integrations. Our out-of-the-box integration with the solutions you are already using in your environment enables StackState to auto-discover and ingest all topology, telemetry and events within the environment. StackState Docs. With iPaaS, users can develop integration flows that connect applications. The StackState platform is designed to be very scalable, so it can deliver value in highly business- Cloud-first and hybrid ready. Learn more. StackState Docs. Environments are integrated into the platform at the subaccount level. This release we're removing the beta label of the StackState Kubernetes deployment. StackState Agent V2. ctfassets. StackState automatically collects all observability data, shows dependencies across services and leads engineers on the fastest path to remediation. 0 / 2021-03-09 [Added] Added support to map user defined stackstate-environment tags or config to the environments objectStackState Agent. This includes immediate and actionable reference architectures and technical guidance to help customers on their journey to the cloud. {"payload":{"allShortcutsEnabled":false,"fileTree":{"configure/security/authentication":{"items":[{"name":"README. Datadog provides you with a unified observability platform designed for the cloud age. Below is a list of products that StackState currently integrates with: View a list of StackState integrations currently available and learn what software integrates with StackState in 2023. Boomi. 7 billion in 2023 to USD 32. Our multi-channel management tools and user-friendly interface enable you to easily manage sales and inventory across multiple channels, including Amazon, eBay, Walmart, and more. Auto. StackState v4. To give you a little bit of background information: The StackState observability platform is offered as both a SaaS and a self-hosted solution. Click Add to create the custom layer. Built with powerful analytics at its core, the Securonix platform helps you stay ahead of advanced threats and scales with you as your business grows. Extension Marketplace. Workato. For information on how to develop your own integrations, see the developer guide on the StackState docs site. Getting data in a monitoring system can be bothersome, but integration and basic interpretation out of the box make this very easy. Troubleshooting Data Fabric. Built for a fast. StackState v4. Red Hat® OpenShift® is a certified, integrated Kubernetes platform that brings together hundreds of open-source projects, including secure and immutable Linux®, build pipelines for dozens of languages and frameworks, GitOps enablement, multicloud deployment, development accelerators, a serverless platform, server mesh, runtimes, scaffolding,. The API-Integration Agent allows you to run. Yes, Chat is deeply integrated with the Google Workspace tools that more than 9 million businesses use to get work done. Create no-code apps and workflows using AppSheet to automate more of your work. CafePress. You too can create your own solutions, with or without code. Our topology-powered approach provides the most complete picture of the state of your stack and the intelligence you need to quickly find, fix and prevent problems. Let's take a closer look at each of these areas: 1. REVE Chat offers three pricing plans with 14 days of a free trial. ai. The platform for digital business delivers unmatched opportunity. Want to learn more about the NetBrain platform? Please complete this short form and tell us how we can best support your network success. Integration capabilities with our bot to manage end to end. Modernize your business integrations with Azure security and governance, low-code business-process automation, app integration services, and pay. xDiscover every feature and capability our platform has to offer. Community platform integrations. Pricing. Shopify: Best for AI functionality. Getting up and running with StackState full stack observability for hybrid environments is fast and easy. Go to your SonarQube UI. Save to My Lists. We also provide product-specific guidance for integration with and between. A leading provider of enterprise mobility software, Verivo helps companies accelerate their business results. the New Relic observability platform and the integration with Pixie, Verizon . According to Gartner, this can be accomplished by “continued investment in best-of-breed solutions, focus on integration between these systems and leveraging a consolidated dashboard framework that includes relevant data from each of the different. We made this model in such a way that it can be easily integrated into your environment. Save to My Lists. The out-of-the-box integration with AWS + Kubernetes APIs automatically relates all topology, telemetry and events within the. 🚀 This is the StackState QA Engineer assessment. It allows you to build your storefront with ease using the intuitive drag-and-drop storefront creator. g. 1,123 Ratings. Use Groovy scripts to transform. Real-time network mapping & inventory means you'll always know exactly whats where, even as your users move. Teelaunch. At Kore. What are spaces?25) Int4 Book - Developing Groovy Scripts for SAP Cloud Platform Integration You can also check out E-Bite Developing Groovy Scripts for SAP Cloud Platform Integration ebook by Vadim Klimov and. User Satisfaction. ServiceNow Software Asset Management runs on a single-architecture platform, enabling faster outcomes to reduce spending and license compliance risks. It helps handle the full lifecycle of APIs, automate business processes and orchestrate workflows across multiple applications – all with a centralized integration platform. The later sections in this chapter then cover the other ORM technologies and show brief examples. [Fixed] Remove stackstate-identifier, stackstate-environment, stackstate-layer, stackstate-domain and stackstate-identifiers from the tags object if it has been mapped to the data object. StackState Self-hosted v5. The Databricks Data Intelligence Platform integrates with cloud storage and security in your cloud account, and manages and deploys cloud infrastructure on your behalf. Simplify integration with 600+ out-of-the-box connectors, scalable workflows, and Azure services including Azure API Management , Azure Logic Apps , Azure Service Bus, and Azure Event Grid. REST API’s then used to push and. 0. Azure Stack Hub cloud operators can run customer apps on fully managed virtual machines (VMs) with their choice of shared VM resources or dedicated VMs. Pros and Cons. Simplify and automate data collection. StackState Agent V2 can be installed on Linux systems running CentOS, Debian, Fedora, RedHat or Ubuntu. For instance, when enabling a C4E, clients prefer one at the. Has pricing. Automatically collect logs from all your services, applications, and platforms. In most cases, a single Host Agent is installed on the StackState server to provide Agent-less integration with APIs from multiple sources. 4 (EOL) StackState. Accelerate innovation, automate more processes, and realize a faster time to value. This system can react to any kind of metric streams, event streams and even changes to the topology that are generated based on these streams, thus producing a chain of effects. It’s a good idea to set up a checklist so that you know what information you need to gather upfront. StackState Docs. Use StackState to automatically discover and visualize all Kubernetes dependencies to help you keep track of changes. Rating: 4. 15. g. Integrating Cloudera with StackState gives customers better insight into their Cloudera platform. (565 Ratings) Auvik's cloud-based network management software gives you instant insight into the networks you manage, and automates complex and time-consuming network tasks. In a Modern ERP, the job of integration is to build intelligent solutions, e. Quick start guide. Seamlessly integrate applications, data, and processes for your enterprise. The goal of this blog is to share the Integration strategy and approach for integrating SAP Ariba with other SAP and 3rd party applications. By implementing the StackState platform, NN Bank was able to pinpoint . monday. In the second dropdown, select the latest version number. The GUI simplifies—or abstracts—the process of creating a workflow. Our product uses many accessible open-source components that allowed us to jumpstart our development: HBase , Kafka , ElasticSearch , akka, and react, to name a few. Cloud Connector is an application that can be installed on a Windows, Linux, Mac OS operating system, which creates a secure connection to the SAP “cloud”, so that SAP Cloud products can communicate securely with systems in a customer’s on-premises/private cloud landscape. Unify the observability for your IT environment and extend StackState functionality with StackPack add-ons and deep API integrations for 70+ external systems. Integration platform as a service (iPaaS) is a unified platform that helps manage integrations and data flows across disparate cloud and on-premises applications. Through our standard APIs, ADP products have been integrated with many HR solutions, so you can connect and automatically share data with your ADP platform. Redis using this comparison chart. However, since we already had a set of monitoring tools, the PoC was mostly aimed to see what additional features or visibility StackState brings. Feb 2015 - Apr 2015. 5+ for Spring’s HibernateJpaVendorAdapter as well as for a native Hibernate SessionFactory setup. A. More than 150 high-fidelity technology integrations for apps, infrastructure and cloud resources—instantly connectable to your favorite monitoring tool. Last month, Marines with the Marine Corps Platform Integration Center, or MCPIC, successfully fielded a "real-time pilot set in a planetary-scale metaverse environment," according to CGI Federal. With enterprise-class integration technology at its core, Workday Integration Cloud allows developers to support integrations, no matter how complex. Get automatic and intelligent observability across cloud and hybrid environments with continuous auto-discovery of hosts, VMs, serverless, cloud services, containers and Kubernetes, network, devices, logs,. StackState's application dependency mapping capabilities are built for ease of use and depth of insights, setting us apart in a competitive landscape. Pay-as-you-go. Up to 400 integration executions and 20 GiB data processed is free per month along with 2 connection nodes. ; Application Monitoring. This is the single most important distinction between native integrations (which are built or deployed in native app environments) and third-party integrations. Building and testing the integration. It is an open-source, and considered by many as the best learning management system (LMS) designed to provide educators, administrators and learners with a single robust, secure, and integrated system to. 10. v5. Get started with this tutorial series to learn best practices to develop, test, and deploy your Mule applications. 3. downstream dependencies. Dear StackState community, We are pleased to announce the release of the StackState Agent 2. 7. Data is gathered and received by one or more Agents and delivered at the Receiver API. Build low-code apps and automations quickly and easily using Apps Script. SearchOur cloud-native platform for observability and security dynamically scales to support demand without losing data. Maintain the Location ID of the Cloud Connector, if configured in the Cloud Connector. StackState Docs. Find out what StackState integrations exist in 2023. The Workato platform has a powerful feature set to handle real-world problems, including the integration of applications, data, and people. SAM allows for self-service for easy setup, 1200+ monitoring templates, and customization options, as well as integrate with other SolarWinds products. This article discusses the Dropbox app for Windows in S mode (also called Dropbox Lite) which is only available for Windows 10 or later. Large businesses that run enterprise-level systems often use iPaaS to integrate applications and data that live on premises and in both public. Apply risk-based vulnerability management across your infrastructure and applications. Below is a list of products that StackState currently integrates with: 1. md","path":"configure/security/authentication/README. Starting today, StackState delivers an all-in-one monitoring solution for companies using. 0. Solita — integrated DataOps development and operations platform. Site24x7 is a cloud-based offering that helps IT operations and DevOps teams troubleshoot problems in production systems quickly. WooCommerce for adding a shopping cart to an existing WordPress site. 2nd Easiest To Use in Observability Solution Suites software. Build new, integrated solutions that connect applications and services on-premises and in the cloud. ConceptsOptimized for quick response. Platform Features | StackState 🔥 16 November Webinar: Transform Your Kubernetes Troubleshooting With. StackState v4. StackState is the only topology-powered observability and AIOps platform that visualizes system-wide telemetry data correlated with topology at every point in time. StackState automatically collects all observability data, shows dependencies across services and leads engineers on the fastest path to remediation. 5. The detail-driven grid view provides links to the corresponding help article and to contact support. 2 Release: Record External Changes, Improved Notifications & More Integrations StackState self-hosted v5. Can help you complete almost all tasks you might want to use in integrated APIs and applications. To use your MQTT sensor in your installation, add the following to your. These 17. JSON data transforms. com as well as SAP OSS Note 2651907; however, we now have SAP BTP. Once setup, Recurring Integration platform REST API’s can be used by third party integrators to import/export data from and to D365FO. This certification is for anyone who is currently developing SAPUI5/Fiori Apps or has a strong interest in the subject but no practical experience. It offers advanced workflow, state-of-the-art automation, and steadfast support. Azure App Service enables you to automate business processes and host cloud APIs. We view your performance on this assessment as indicative of the work you will deliver as a StackState QA Engineer. ” Pro Tip: Choose Promoter. Unified API: This tool connects several APIs in a market horizontal (for example, ticketing systems) to a single. “With ServiceNow HRSD, employees could submit their COVID-19 questions in one place and have them addressed quickly. With over 300,000 online stores worldwide, PrestaShop is the leading open-source ecommerce platform in Europe and Latin America, with a community of over 1 million members that contribute to forums, blogs, and events. 5 (EOL) StackState. Psyched to be part of a great team and an exciting mission at StackState. A third-party integration is a connection between two or more apps that is built on an external platform. You can. 0). Get started StackState announces the availability of the SaaS deployment option for our observability platform, allowing customers fast time-to-value without the overhead. Overview. Integration with Apache Kafka, the open-source distributed event streaming platform. 0 (495 Reviews) Trusted by over 1,600 enterprise companies, MuleSoft Anypoint Platform lets you manage all your APIs and integrations on one. This tool also has pre-built integrations so you can quickly, easily incorporate signature. For more information on installing or managing these integrations, see the integrations management guide. The Katalon Platform – an automated and continuous testing solution – can integrate with the most common CI/CD tools in the industry. Relax as our seamless platform walks you through the specific triggers and actions to enforce your integrated workflow. 5 (EOL) StackState. 3. Review and activation can be done with just a few clicks. MuleSoft Anypoint Platform. Automate end-to-end process flows, integrations, and back-end systems. Some of the most common. With researchers predicting the value of the AIOps market to skyrocket, it seems like a good time to take a close look at the Gartner Market Guide for AIOps Platforms. It offers IT operations management, digital experience management, and observability solutions,. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. (AWS) Independent Software Vendor (ISV) Accelerate program. In order to get around the problems mentioned above, companies have consistently leveraged an assortment of data integration solutions: 1) iPaaS (Integration Platform as a Service) iPaaS solutions move data directly between applications doing little to no transformation on the data. SearchStackState Self-hosted v4. By automating the transfer of data, you keep your vital information centralized and eliminate manual data entry, costly errors and delays, data exports and. Nodes, pods, containers and services. Drive collaboration and efficiency across IT and DevOps teams, in a fully secure, intelligently automated platform. Many new integrations, including support for Docker Swarm, Nagios ITRS OP5, and. 5. Boomi AtomSphere's enterprise-grade performance and visual interface can guarantee scalability, high availability, and support for all your app. Isolation between applications by running a separate Mule runtime server per application. The adapters stay close to the integration guidelines of the concerned 3 rd party application. Microsoft Hyper-V vs. Comprehensive Integration Capabilities in One Solution. 13th Easiest To Use in AIOps Platforms software. To get the greatest value from an AIOps platform, IT teams must get all their data in one place. Digital Transformation Consultancy Services and Solutions | Xebia is a pioneering and proven authority in the digital transformation arena, partnering with many of the world’s leading companies to help them become digital leaders and build resilient organizations at any scale. Stephen J. Product Description. The Riemann sum is an approximation of an integral by a finite sum. Increased investments in platform and infrastructure. Being a versatile platform, it’s suitable for small to large businesses. Digital. Our topology-powered approach provides the most complete picture of the state of your stack and the intelligence you need to quickly find, fix and prevent problems. Customers are demanding more from the organizations they buy from and work. With StackState running as a SaaS on AWS, you quickly get the advanced observability and troubleshooting data you need for AWS services and other technologies, such as Kubernetes, Splunk, Elastic and more. An integration platform creates connections between different applications and systems. Optimized for quick response. StackState. You get complete network visibility and control. Manage risk and resilience in real time. The most complete dependency map you can get. Second, some insurers have. md","path":"configure/security/authentication/README. As EDI has a history of more than 30 years many de facto standards have established e. StackState combines four dimensions of observability data into a single data fabric: Topology, Traces, Telemetry and Time. where events were occurring and instantly visualize upstream and . To start at the beginning, read Part 1: Benefiting from multi-cluster setups requires familiarity with common variations and Part 2: Exploring the facets of a multi-cluster observability strategy. AIOps is a natural evolution of IT Operations Analytics (ITOA) and involves the application of Artificial Intelligence (AI) and Machine Learning (ML) techniques. Best for multi-channel customer engagement. Explore the platform. Square for selling in-person and online. Entry Level Price: $25 /user/month* (bil. DynaTrace Topology Integration: Create the topology in StackState from Dynatrace smartscape topology ; Added support for integrations to send events that can be linked to the topology in StackState using Event Context ; ServiceNow Integration: StackState Docs. Automation. Get an executive view of key metrics and indicators with role-based dashboards and reporting. You'll see the grid view by default. It allows you to set up steps that perform actions in the applications you’re integrating. See if your device supports Windows in S mode. StackState. The ServiceNow StackPack allows near real time synchronization between ServiceNow and StackState. Learn what software and services currently integrate with StackState, and sort them by reviews, cost, features, and more. With StackState: StackState's platform reduces this incident cost to $660k per hour. ai Deploy Digital. Dell Boomi AtomSphere is a single-instance, multitenant integration platform as an service (iPaaS). If you think of APIs as the building blocks of modern applications, API integration is like the mortar—it's what. Kasm Workspaces is a container streaming platform for delivering browser, desktop and application workloads to the web browser. StackState improves the performance. See All Networks. advertising, PR, social media channels, website, etc. StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. Get the Airtable app for desktop and mobile. Integration Services. 3. StackState gives visibility into. Marketing integrations are an inseparable part of integrated marketing. In the StackState platform, we have a number of user-programmable stream processors that automatically handle the act of observation and result in changes in the topology. com Download Support Explore playground. Corporater’s Business Management Platform built for integrated performance and GRC (GPRC) will enable your organization to move away from a compliance-driven only focus to a more risk-driven approach. Installation. Key features of Zendesk's platform include omnichannel support, knowledge management and support for internal service desks. In addition, the API reusability component of the platform leads to improved project speed. LogicMonitor helps enterprises and managed service providers gain IT insights through comprehensive visibility into networks, cloud, applications, servers, log data and more within one unified platform. Docs > Integrations. Features. That means your data consumers get data access in seconds instead of weeks. 1 docs. Red Hat OpenShift is one of the best containerization and orchestration tools. When we talk about integration, it means to create a connection between a specific Salesforce instance and another database or system. Flowgear is cloud-native, and known for its data transportation framework,. Visualizing Your EnvironmentWith StackState’s unique versioned graph database, the platform is able to “record” every change in your environment (up to the millisecond) and provide the ability to travel back in time, to see exactly what happened, where, when and why. In an IT context, integration refers to the end result of a process that aims to stitch together different, often disparate, subsystems so that the data contained in each becomes part of a larger, more comprehensive system that, ideally,. Views View your work in the way that works best for you. HubSpot is a popular business software platform for marketing, sales, and service teams, and its free website builder continues in the same vein. Want to see how topology-powered observability can work. com Download Support Explore playground Download Support Explore playground Here are some general best practices for Kubernetes users to consider: Cluster architecture: Opt for high availability, distribute nodes across zones and select appropriate node sizes. Mohan Sharma. Stackpacks and the ease of integration. The final level of the monitoring maturity model is all about applying Artificial Intelligence for IT Operations (AIOps) . Edit Lambda Layer. The assessment is intended to give us insight into your abilities, approach and general working habits. With native built-in integrations, you can use Katalon to create, plan, execute automated tests, analyze reports, and integrate with your desired CI/CD pipeline. Documentation: Looker Studio: Data visualizationThe LS Retail eCommerce API is accessible to all third-party ecommerce providers, facilitating the creation of integrations between LS Central and their preferred ecommerce platforms. Bring your business workflows together so they’re consistent and scalable. CloudHub is the MuleSoft managed platform for deploying your API’s and integrations. Whether businesses want to improve their customer experiences or employee experiences over voice and digital. Learn more about StackState's troubleshooting and observability pricing for cloud and container environments. March 31, 2023 at. io: elastic. The easiest way to connect StackState to one of your data sources is to use a StackPack. The assessment consists of two assignments to prepare beforehand and a. In 2017, StackState launched as the first and only observability platform with a time-traveling topology, based on a custom-made versioned graph database. SAP Integration Suite is an AI-assisted integration platform as a service (iPaaS). Many of these apps, or pre-built connectors, exist on an iPaaS platform. Rating: 4. x Play around with the integration. It offers IT operations management, digital experience management, and observability solutions,. A dedicated e-commerce integration platform is the best way for larger and growing businesses to handle all the connectors that they need to migrate data throughout the organization. Platform: Boomi AtomSphere. Ecwid by Lightspeed for starting with a free plan—then growing. Those elements include the. iPaaS, or Integration-Platform-as-a-Service, is a self-service cloud-based solution that standardizes how applications are integrated. The result? You prevent issues and crush resolution times, without replacing your existing monitoring solutions! Ness- StackState is based on StackState platform and complements your existing monitoring tools. StackState walk-through. Network issues such as DNS problems or connectivity issues. Site24x7 | Site24x7 is an AI-powered full-stack monitoring platform from ManageEngine, the IT division of Zoho Corporation. 7% during the forecast. StackState's Topology and Relationship-Based Observability platform lets you manage your dynamic IT environment more effectively by unifying performance data from your existing monitoring tools into a single topology. Example of Enable debug logging. An integration platform uses similar ideas from a programming language to enable you to build workflows, but in a much more simplified way using GUI-based environment. 0. The StackState platform goes beyond visualizing the data provided by OpenTelemetry. com Download Support Explore playground. Business technologists, citizen and professional developers, integration specialists and consultants can all use iPaaS solutions out-of-the-box to quickly build the integration flows for sharing data within an. Product Description. When you're just getting started researching application. By. The Kubernetes integration is used to create a near real-time synchronization of topology and associated internal services from a Kubernetes cluster to StackState. 5 reviews. Features. The stac CLI is released together with the StackState platform and has the same version number as the associated StackState platform release. Troubleshooting and support. . Discover Solution Watch Video. Packaged integrations. Git providers: GitHub, GitLab, BitBucket, Azure DevOps. StackState Docs. (PSA) and backup & disaster recovery software and integration with. It provides 500+ integrations to bring together end-to-end traces, metrics, and logs so that you can capture and correlate data from any stack in real-time. Xebia is a pioneering and proven authority in the digital transformation arena, partnering with many of the world’s leading companies to help them become digital leaders and build resilient. 1 Includes SaaS License Connections and direct‑to‑vendor SaaS integrations. Product:An integration provides the core logic for some functionality (like notify provides sending notifications). Keep your hybrid workforce engaged and productive. • Develop reusable, efficient, and scalable python modules to automate manual tasks. 4. Getting Started Webinar: Kubernetes Troubleshooting In Action: 5xx Errors Resolved Quickly Mar 29 50 min watch. Boomi’s flagship product, AtomShere, supports integration processes between cloud platforms, software-as-a-service applications, and on-prem systems. It is a Platform-as-a-Service offering and provides many different services in 5 key areas: Application Development. CloudHub applications run on Mule standalone and vice versa. , I apply my technical expertise and DevOps certifications to streamline business processes, enhance productivity, and implement technology solutions. can deliver on this demand more easily. This platform allows you to: 1. In the StackState platform, we have a number of user-programmable stream processors that automatically handle the act of observation and result in changes in the topology. Whether you use Shopify, BigCommerce, Magento, WooCommerce or another option entirely, there's no shortage of e-commerce platforms for you to choose. StackState Docs. Google Cloud Firestore vs. Kasm Workspaces is a container streaming platform for delivering browser, desktop and application workloads to the web browser. Our eBPF-based, low-overhead agent tracks all processes, containers and their communications inside Kubernetes clusters. Change the name and identifier for each exported item: Open the export file in a text editor. Site24x7 is a cloud-based offering that helps IT operations and DevOps teams troubleshoot problems in production systems quickly. That unique time-series view of topology (including all the changing relationships and dependencies and. When Splunk is integrated with StackState’s topology-powered observability, you automatically get a deep view into both your telemetry and topology. v4. Machine Learning & Data. In this post, we will focus on SAP S/4HANA integration with Microsoft Teams by building an extension application leveraging the SAP Business Technology platform. 0, without an actual windowing system like X11 or Wayland. StackState curated integration. Download. Monitor local and remote physical endpoint devices and apps with a 50-User Edge DX license. APIs are code-based instructions that enable different software components to communicate. All AI/ML ALERTING AUTOMATION AWS AZURE CACHING CLOUD COLLABORATION COMPLIANCE CONFIGURATION & DEPLOYMENT CONTAINERS COST. 0 or v1. This type of business promotion consists of standardizing all aspects of marketing communication, i. ServiceNow integrations support three use cases: • Process integrations move data across systems to facilitate a process, like sendingPower Platform integration: Microsoft Power Platform integration with finance and operations apps: OData: Open Data Protocol (OData) Batch data API: Recurring integrations Data management package REST API: Custom service: Custom service development: Consume external web services: Consume external web services:. The ServiceNow StackPack allows near real time synchronization between ServiceNow and StackState. Compared to other product i reviewed the solutions provide. Data Integration. • Splunk is a powerful platform that helps IT teams centralize data from different solutions into one data lake. StackState Observability Platform AIOps Platforms StackState’s topology-powered observability tracks every change in topology and correlates it with system-wide telemetry data in real time. Integration is the act of bringing together smaller components into a single system that functions as one.