Api monitoring tools

Api monitoring tools. 1 - Moesif. SAM has predefined OS monitoring configurations for Windows and Linux, which enables faster onboarding and performance monitoring. The format is: projects/[PROJECT_ID_OR_NUMBER] In the Monitoring API, the value of PROJECT From there, essentially all maintenance, monitoring, and management related to the API itself occurs within the API management product. Plus, AlertSite's API makes it easy to programmatically control your monitoring process. Traces Automatic trace generation for any detected issues by synthetic monitoring. This gives you a visual representation Jul 30, 2024 · An API management platform that includes features such as an API gateway, analytics, security tools, and API endpoints can greatly aid in providing a comprehensive API monitoring solution, which is a crucial part of a comprehensive API monitoring strategy. Nov 10, 2023 · End-user experience is the key to creating a successful API. Approaches to Monitor APIs . Datadog named a Leader in the 2024 Gartner® Magic Quadrant™ for Observability Platforms Leader in the Gartner® Magic Quadrant™ You can read more about CI/CD in relation to monitoring APIs in our in-depth guide on API Monitoring Tools. Get an At-A-Glance View of API Health The eight must-have features of modern API monitoring tools. 25 - $0. API monitoring is the process of gathering, visualizing, and alerting on pre-defined metrics in order to ensure that an API is meeting specific expectations. By performing website monitoring at set intervals (up to the minute) combined with reliable alerting you can resolve issues quickly, and improve your overall web performance. May 12, 2021 · First, you deploy an API with API monitoring. Datadog — Best for cloud-scale synthetic monitoring. A scalable API monitoring tool can handle an increasing number of APIs and more complex systems, ensuring it remains effective as your business evolves . Monitoring Tools: Software platforms designed for API monitoring, including New Relic, Datadog, and Pingdom. Postman Jul 22, 2023 · Riemann is an ideal open-source monitoring tool for distributed systems. Serving as a unified observability platform, it facilitates prompt problem identification and thorough root cause analysis. Overview. Setting up endpoints requires teams to provide the URL of the API endpoint, the HTTP response code, and any required headers or parameters so that the monitoring tool will know Oct 14, 2020 · API Fortress. Monitoring Hadoop metrics through JMX or an HTTP API enables you to see the key metrics, but it isn’t the most efficient method of monitoring performance. AWS CloudWatch Choosing the right tool for monitoring your Java applications and the environment they are running in is not easy. The tool or tools you will go for should support live and post-mortem analysis on top of metrics, logs, traces. Mar 20, 2023 · API monitoring is critical for any organization that runs its own web services to prevent the loss of functionality and revenue. ) Empower Team Collaboration in API Testing & Monitoring. The API monitoring tool will allow for continuous requirement adjustments, and stakeholders will be able to respond rapidly to performance, functional, or availability failures. Your team can save time, money, and effort by automating monitoring. Jan 24, 2019 · The monitoring API provides performance and health data for the web server, web sites, and application pools. It offers complete IT infrastructure monitoring, visibility via a web interface, alerts delivered through email and SMS, event handlers for problem remediation, proactive planning features, basic reporting, user management, and API integrations. 6 days ago · Cloud Monitoring API (gRPC) Project names in the Monitoring API. k8s. The API gives you helpful analytics and easy-to-use graphs for finding bottlenecks, unusual latency, or sorting requests. An API monitoring tool must also create assertions for tests. Cloud Computing Services | Google Cloud. Select Save. Sensu May 19, 2023 · A good API monitoring strategy starts with a reliable API monitoring tool. 83 per GB of logs per month: Datadog: Server monitoring, infrastructure monitoring, log management, real user monitoring, APM, SIEM: $15 per host per month: Server and Application Monitor (SAM) Server monitoring, application Jan 23, 2020 · Install Checkmk as Docker container 2. Mar 12, 2021 · Sematext Synthetics, our synthetic monitoring tool, features all these API monitoring capabilities and more. There are as many API monitoring tool providers as there are approaches to this topic, but we’ve gathered together a list of the top 11 in the market today. Tools such as New Relic, Datadog, or Prometheus offer features like real-time analytics, alerting, and historical data analysis. Metrics for looking into how your application and JVM are working and what is happening on the operating system level. SCOM MI (like on-premises SCOM) uses an agent to collect data, which it sends to a management server running in a SCOM MI on Azure. Similar to the Network tab in Chrome Dev Tools but works for any API, Mobile apps, web hooks, frontend etc SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. Moesif is a powerful, feature-rich solution for API monitoring and tracking. LibreNMS. Endpoint Monitoring: Checks API endpoints for accessibility, and correct responses, and measures response time. Not all API management softwares come with monitoring tools. metrics. Jun 28, 2023 · What do cloud monitoring tools do? Monitoring tools collect, centralize, enrich, visualize, and analyze cloud data and metadata. Feb 27, 2015 · So at a bare minimum, your API monitoring tool should allow you to run tests from multiple locations. As soon as an API becomes unavailable, some or all parts of dependent software systems become unavailable, so it's essential for software teams of any size to monitor their running APIs closely and act as soon as the API monitoring tool identifies and reports an Here, we'll discuss the role that API monitoring plays in an API-first world, the most common use cases for API monitoring, key API performance metrics to watch, and how Postman can help you implement a comprehensive API monitoring strategy. by using Akana, you'll get key insights into your business. As we manage our APIs, we often wonder how to keep track of their performance. Show More (5) Jun 14, 2021 · API Monitoring Top 13 API monitoring tools (2024 Review) APIs have become one of the core components of many software systems today. All Google APIs and Google Cloud APIs, as well as APIs built on top of Cloud Endpoints and API Gateway, support API metrics. They can cause applications, websites, and services to fail, impacting the end-user experience. Kubernetes is designed to work with OpenMetrics , which is one of the CNCF Observability and Analysis - Monitoring Projects , built upon and carefully Jul 16, 2021 · How do I monitor API logs? - 7 Best API Monitoring Tools . Many monitoring systems poll their monitored services periodically. API monitoring is usually conducted in Jan 28, 2021 · When monitoring and analytics tools are integrated directly, rather than bolted on, the platform managing APIs is the same platform capturing data—which means the data can be acted on more easily and in near-real time. Integrating your data is as easy as plugging into your existing streams of logs, metrics, and traces with over 300 plugins and integrations. Supported APIs. You can extend the depth of information gathered by this module by adding on the SolarWinds Storage Resource Monitor. Monitor API responses, uptime & performance to ensure API health Web services and API monitoring tools with real-time alerting and reporting Start now! Registration is open - Live, Instructor-led Online Classes - Elasticsearch in March - Solr in April - OpenSearch in May. Drop Akita into your system to gain the API knowledge you need to build better software with confidence. Tuning into cues like uptime, speed, latency, endpoint usage frequency, and more can provide key performance indicators to respond to issues and improve the platform over time. Aug 30, 2022 · Platforms: Monitoring platforms focus on collecting and analyzing data retrieved from the applications, network platforms, and operating systems. 🔥 🖥. REST API Monitoring. Oct 4, 2021 · Choosing an API monitoring tool. Oct 27, 2023 · Learn about the best API monitoring tools and services for 2023, both open source and commercial. Rather than synthetic monitoring, Moesif provides real user monitoring, giving businesses the Jan 27, 2023 · API monitoring tools can be used to check your mobile, web app, or other APIs for performance, correctness, and availability. In th AlertSite, from the same team behind SwaggerHub, transforms your OpenAPI Spec into an API Monitor automatically to track API performance in production and alert your team when performance deviates. Compare features, pricing, and benefits of Sematext, Prometheus, Graphite, Uptrends, AppDynamics, and more. Here’s an example of how you can use it: API Monitoring Made Easy with Sematext Synthetics Mar 6, 2024 · Top API Monitoring Tools. . Jun 14, 2021 · Compare and choose the best API monitoring tool for your needs from this comprehensive review. To facilitate this, an API monitoring tool must have a way of creating tests either via a user interface (UI) or with code. Nov 5, 2023 · By using a tool like API Science, it’s possible to check up on external API performance in addition to monitoring internal APIs that you’ve developed and deployed yourself. Monitoring can be intrusive and increase load on the system being monitored. It provides a simple way to manage, troubleshoot and monitor your environment. Dec 29, 2023 · What is API Monitoring? Implementation of rigorous checks and tests to ensure API functionality, availability, performance, and more for delivery and operational excellence is API monitoring. IBM API Connect — Best for enterprise-grade API lifecycle management. API monitoring is a quick approach to identify under-performing application programming interfaces. 👉 Open source Application Performance Monitoring (APM) & Observability tool - SigNoz/signoz Feb 25, 2022 · The API will interface with the tool and generate metrics once an API monitoring tool is chosen. LibreNMS is an auto discovering PHP/MySQL/SNMP based network monitoring which includes support for a wide range of network hardware and operating systems including Cisco, Linux, FreeBSD, Juniper, Brocade, Foundry, HP and many more. API Monitor is a free software that lets you monitor and control API calls made by applications and services. Using best-in-class technology, APIToolkit leverages a highly specialized and powerful platform to provide a secure environment for developers to build and Nov 25, 2022 · An API, application programming interface, is a collection of tools, protocols, and subroutines that can be used when building software programs or applications. Cons: Requires third-party add-ons for more comprehensive monitoring needs. May 8, 2024 · The server monitoring element of this software extends to the statuses of the storage server, which may be on-premises or in the cloud. You can also include software as a service (SaaS) tools like Catchpoint that adhere to the OpenTelemetry framework, prevent vendor lock-ins, and save you the time to set up and maintain an API monitoring tool based on open-source projects. Full 2023 reviews Registration is open - Live, Instructor-led Online Classes - Elasticsearch in March - Solr in April - OpenSearch in May. 64-bit Support API Monitor supports monitoring of 64-bit applications and services. 1. Things to Consider When Choosing an API Monitoring Tool. Jan 6, 2023 · Sematext Monitoring is a full-stack observability solution with Docker monitoring capabilities. Monitor your APIs with confidence. Aug 26, 2024 · In the left menu of your API Management instance, select APIs > All APIs. Mar 20, 2020 · The best API monitoring tool for the enterprise is the Akana API platform. Review the settings and make changes if needed. 13 Best API Monitoring Tools for Every Business. It also acts as a troubleshooting tool, allowing your team to perform distributed transaction monitoring and context propagations, root cause and service dependency analyses Jan 16, 2024 · For more examples of monitors in action, visit the Postman API Monitoring Examples public workspace to find example collections for some common monitoring use cases. The Akana API platform makes it easy to create, deploy, and monitor APIs. Learn how to choose the right tool for your API needs and monitor your API performance and availability. Azure API Management allows you to choose to use the managed gateway or self-hosted gateway, either self-deployed or by using an Azure Arc extension. As we wrap up, we will discuss how to choose the ideal monitoring tool for API monitoring based on your specific needs. Aug 7, 2024 · Learn about the latest API monitoring tools, including open source options, for tracking the health, performance, and metrics of your APIs. The 16 Best API Monitoring Tools. The user provides the above information required for a complete and functional test definition, and the tool defines the test. io or external. You can use the Kubernetes Dashboard to see basic metrics related to memory and CPU usage statistics across all of your nodes and to monitor the health of workloads (pods, deployments, replica sets, cron jobs, etc. Jun 26, 2024 · Hadoop Monitoring Software. Select the Settings tab from the top bar. Oct 18, 2023 · Kubernetes Dashboard is a web-based UI add-on for Kubernetes clusters. Monitor REST API performance to ensure the presence of correct responses, identify and troubleshoot errors or latency issues, and address potential issues to maintain optimal performance and user experience. Try it for free. Synthetic monitoring tool with accurate alerts. Jan 18, 2023 · No matter which tool you choose for monitoring APIs, having the right tools in place can make all the difference in ensuring smooth operations and a great customer experience. Jan 23, 2024 · Compare the features, pros, cons, and pricing of 10 popular API monitoring tools, including Better Stack, Datadog, Assertible, and Postman. Jan 4, 2023 · Read full reviews of the top synthetic transaction monitoring tools available today that help test website & API uptime, detect outages and improve performance. TeejLab's API security manager helps us to secure the APIs against the modern API based attacks such as API shadows, Hidden API and API abuse. Monitor REST API or Debug API and Webhook testing tool. This depends on how many entities (connections, queues, etc) there are in the monitored cluster but also on other factors: monitoring frequency, how much data monitoring tools request, and so on. API observability supports API monitoring, but it is much more open-ended. Whether troubleshooting existing issues or optimizing performance over time, reliable API monitoring is essential for maintaining a healthy API infrastructure. Jan 6, 2023 · Read detailed comparisons of various log management software, tools, and systems for logging, monitoring, analysis, visualization & more. Your exact API monitoring implementation depends on the needs and architecture of your API. A powerful cloud monitoring tool will offer automated, real-time monitoring across an This process varies depending on the monitoring tools, but generally, it involves three key tasks: setting up endpoints, defining API tests and scheduling monitoring. With the API monitoring capability in SolarWinds ® Pingdom ®, you can monitor and evaluate API response for speed, content Apr 25, 2023 · Today, API monitoring is a must-have for organizations that need to guarantee a dependable, effective, and top-notch user experience. This is why developing and testing an API strategically is crucial. A great feature of this tool is the AppStack module. The API development and testing tools mentioned above will help you do that so you can deliver the best services to the end-users and improve their overall experience. Jaeger – Distributed tracing and monitoring tool. If you are new to API monitoring, you might want to start with an API monitoring tool that does the grunt work for you, leaving you with plenty of time to focus on growing your business. If your API is on a private network (corporate firewall, staging environment, local machine, etc. 2. Jan 2, 2023 · Built by expert software engineers to solve problems that have cost their employers lots of money in the past, APIToolkit is an automated tool for API contract monitoring and documentation. Mar 19, 2024 · The monitoring pipeline fetches metrics from the kubelet and then exposes them to Kubernetes via an adapter by implementing either the custom. Monitors chained API transactions where the APIs need to be invoked in sequence, and contextual data needs to With the continued expansion of microservices, the use of APIs is on the rise — but is your enterprise taking the appropriate steps to monitor API performance and guarantee that your systems are performing at their best? Read API Monitoring: The Basics to learn the ins and outs of API monitoring, including: Rest API monitoring. It’s a low-latency even processing system capable of collecting metrics from a variety of distributed systems. APIs makes software development easier by providing reusable components and a set of clearly defined communication protocols. Environment. Usability: You want an API Jan 31, 2024 · Elevate your API's performance with Apidog, the pinnacle of monitoring solutions. Performance Monitoring: Monitoring an API endpoint for response time to requests could involve measuring TCP, DNS, and first byte times. The firm not only provides API monitoring but also facilitates API testing, load testing, mocking, and integration into other services such as BitBucket, Azure DevOps, Jenkins, Splunk, and Elastic Kibana. The following is a checklist of all of the key factors to lookout for in an effective API monitoring system. Learn how to use Testfully, Postman, Runscope, API Fortress and other tools for functional and availability testing of APIs. Aug 29, 2018 · The API is the main entry point for querying, similar to InfluxDB. Jan 23, 2024 · Server monitoring, API monitoring, Log management, Uptime monitoring, Incident management, Data visualization: $0. Treblle — Best for real-time API performance insights. Automate API Monitoring Oct 26, 2022 · 7. Understanding the user experience is a critical aspect of API monitoring, as it directly impacts customer satisfaction, business performance, and the overall success of digital products and services. You may now look at the best API Monitoring Tools. The monitoring tools are designed to reduce the time to identify and resolve these issues through aggregated metrics, data visualization tools, alerts for issues, and a log aggregation system. Here is a summary of the top 13 API monitoring tools with an important use case for each one. SmartBear — Best for actionable insights with intelligent alerting. Look for key features, including: Comprehensive analysis of all data, not just samples of monitoring data; Support for both RUM and synthetic monitoring Nov 11, 2022 · Overview: Prometheus is a lightweight monitoring tool that provides both API monitoring and metrics around usage Because it’s cloud-based and open source, it’s easy and free for new users to get started. Jaeger is an end-to-end distributed tracing tool designed to monitor and troubleshoot complex interactions in a microservice Jan 25, 2024 · API Fortress is a comprehensive API testing and monitoring platform designed to ensure the reliability and performance of APIs. The table below summarizes the top eight must-have features DevOps engineers expect from modern API monitoring tools. At a glance, you’ll get valueable insight into the health status of your system by centrally monitoring applications, servers, containers, events, inventory of packages, servers, container images, databases, processes, and more. It is an apt monitoring tool for highly distributed scalable systems. Pros: Open source. Jaeger is a distributed tracing and monitoring tool for complex distributed systems such as a Kubernetes environment. May 21, 2024 · The Rapid API Platform is a multi-cloud, customized hub to find, connect to, and share APIs. API Monitoring. If you have any Rest API endpoints already built, you can easily list your API on the Rapid API platform. See more in the Integrate section below. It is designed to handle millions of even per second with low latency. Pingdom — Best for uptime monitoring and detailed reports. Get started with API monitoring on InfluxDB. Registration is open - Live, Instructor-led Online Classes - Elasticsearch in March - Solr in April - OpenSearch in May. Heartbeat Monitoring Get automatic notifications when one of your scheduled jobs don't work. Obtain in-depth details on the performance and availability of your RESTful APIs with our REST API monitoring tool. API Monitoring Powerful HTTP-based checks to monitor all your APIs endpoints easily. Some API marketplace solutions contain tools for managing APIs, but those tools are less focused on managing an API and are more focused on choosing external APIs to benefit an actual product. Top 3 API monitoring tools Middleware. 3. The format is: projects/[PROJECT_ID_OR_NUMBER] In the Monitoring API, the value of PROJECT Operations and development teams use the monitoring tools to diagnose issues and prescribe solutions to behavior that negatively impacts digital performance. It provides a more comprehensive, and easy-to-set-up, monitoring dashboard for metrics, events, and logs, giving you actionable insights about containers and infrastructure. API monitoring helps identify and eradicate anomalies such as bugs, slow response times and outages that can affect API efficiency and integrity. The project on which to execute the request. Mar 26, 2024 · What Are The Best AWS Monitoring Tools Right Now? You can monitor AWS resources natively or with third-party tools. By watching API traffic live and automatically inferring endpoint structure, Akita bypasses the complexity of implementing and maintaining monitoring and observability. BlazeMeter transforms team-based API problem-solving by giving you the tools to test all your APIs from a single platform, from development to production, without having to change between multiple tools. Here’s a list of 5 API monitoring tools that you can use: Signoz. Since it serves as a single point of entry of all API traffic, it is an ideal place to observe the APIs. Ultimately, the best API monitoring tool depends on your specific needs, including your budget, the type of API you are monitoring, and the level of customization required. Applications Manager enables you to proactively monitor your REST APIs, effortlessly, for availability, performance and functional correctness. 2 days ago · 1. An open-source alternative to DataDog, NewRelic, etc. This data can be used to measure how effectively Resolve website, web app, and API problems faster. Jan 6, 2023 · The tool allows you to monitor infrastructure components through WMI, SNMP, Powershell, REST API, and more. In order to be successful, any API monitoring tool you select must include API observability and API monitoring are closely related concepts, but they are not the same thing. It also covers OWASP top 10 and other well known web based attacks. Atatus is one of the most effective monitoring tools available in the What is Anypoint Monitoring? Anypoint Monitoring provides a real-time view of all your APIs and integrations through customizable dashboards and alerts, dependency mapping, and instant access to historical log data to speed up issue identification and resolution. The Docker API is one of the more technically intensive monitoring solutions for Docker. It goes beyond API monitoring to help you ensure the peak performance of your app and deliver the best user experience possible. Let's take a closer look at each of them and explore their core features. Features. If your API can't be reached from a location, you'll want notifications via email, Slack, etc. It isn’t easy maintaining performant websites and APIs with high availability. API monitoring tools are plenty on the market. Guarantee seamless operations with real-time insights and comprehensive analytics. If something isn’t right, you’ll know about it sooner rather than later, and the potential for future faults can be minimized as a result. io API. Here are a few examples of microservice monitoring tools. From there, essentially all maintenance, monitoring, and management related to the API itself occurs within the API management product. API Fortress was established in 2015 to help its customers test their APIs efficiently by automating testing processes. The API Platform improves the developer experience with integrated tools for designing, testing, monitoring, building, publishing APIs, and more. Note that basic features expected from any monitoring tool, such as dashboards, reports, and alerts, are not included in this list because we assume them as standard. Jul 12, 2024 · Azure API Management helps organizations centralize the management of all APIs. Middleware is a leading API monitoring solution, empowering developers with real-time troubleshooting capabilities for API-related issues. May 10, 2018 · To ensure quality performance throughout a digital ecosystem, we can’t understate the need for constant API monitoring. ) you'll want to be able to "see" it as well. API monitoring provides several benefits such as: Jun 14, 2024 · Implement Monitoring Tools and Set Thresholds and Alerts: Utilizing specialized API monitoring tools is essential for automating the tracking and analysis of key metrics. Developers are relying more on APIs to bring data and services to their applications, drive traffic and accelerate internal projects. To configure logging settings for a specific API: Jan 15, 2024 · Nagios Core offers a complete URL monitoring solution for HTTP and HTTPS servers, protocols, and URL transactions. Synthetic monitoring tool to proactively monitor and optimize the performance of your applications, web, mobile, SaaS and APIs. This parameter typically has a description like the following: Required. You build tests with the monitoring tool to check assertions, HTTP status codes, etc. LoadFocus for continuous API Monitoring and Alerting. Atatus ; Sematext ; AppDynamics ; Untrends ; API Fortress ; Postman ; Dotcom-Monitor #1 Atatus . One popular tool for API monitoring is InfluxDB, a time-series database designed for collecting, storing, and visualizing metrics and events. You can integrate this tool with CIS benchmarking. You can collaborate on the collections in the workspace by creating a fork , or customize the collections for your team's use by exporting and importing them into your team workspace . #5 Understand the user's perspective. 4. Its a powerful tool for seeing how applications and services work or for tracking down problems that you have in your own applications. Used to connect any external Docker monitoring tool via the secure API endpoints to gather metrics and store or visualize them. We are a powerful and reliable API monitoring platform that can help businesses ensure the uptime, performance, and functionality of their APIs. API Monitoring Tools are crucial for ensuring the performance, availability, and reliability of APIs, which are essential for seamless integration and communication between different software systems. A common way to route monitoring data to other non-Microsoft tools is using Event hubs. UptimeAPI - The Most Reliable and Scalable API Monitoring Platform Jun 18, 2024 · At this time they are somewhat limited in scope, however API monitoring is superb. All of the methods in the Monitoring API have a required name parameter. Compare features, benefits, and drawbacks of each tool and see examples of dashboards and charts. May 29, 2024 · Before we explore the API monitoring tools, let's quickly go over different approaches to monitor APIs. Jaeger. 6 days ago · Make sure the traffic rate, the percentile you are tracking, and the time window you are considering generate many data points of interest or the monitoring data will not be helpful to you. Recently APIs have come to mean web services, but there are also APIs for software […] See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. The API monitoring tool will allow the ongoing adjustment of requirements and stakeholders will be able to respond quickly to failures in performance, functional requirements, or availability. Monitoring APIs continually throughout the CI cycle and detecting and fixing issues early on contributes to continuous deployment and DevOps initiatives. Postman for comprehensive API testing and monitoring. Companies that monitor APIs have the ability to detect issues proactively, improve performance, and gather valuable insights into their products or services' usage. Signoz is a full-stack open-source APM (Application Performance Monitoring) that can be used for effective API monitoring. Apr 19, 2021 · Once an API monitoring tool is chosen, the API will integrate with the tool and generate metrics. In the first of a new series focusing on DevOps monitoring tools, we review the various types May 12, 2020 · Docker API is the official HTTP Web Service API for integrating with Docker. The best AWS monitoring tools harness Artificial Intelligence (AI) and Machine Learning (ML) models to monitor any app or stack, at any scale, from anywhere. It offers a range of features for creating, executing, and analyzing API tests, making it a valuable tool for development and quality assurance teams. The most efficient way to collect and analyze HDFS, MapReduce, Yarn, and ZooKeeper metrics, is to use an infrastructure monitoring tool or Hadoop monitoring Jan 5, 2023 · Sematext Monitoring is a robust system monitoring software that gives you end-to-end, real-time visibility into all deployments—on-premises and cloud. Scroll down to the Diagnostic Logs section, and select the Azure Monitor tab. When choosing an API monitoring tool, keep in mind that not all have the same breadth of functionality or depth of analytic capabilities. You can use the following automated monitoring tools to watch API Gateway and report when something is wrong: Amazon CloudWatch Alarms – Watch a single metric over a time period that you specify, and perform one or more actions based on the value of the metric relative to a given threshold over a number of time periods. 5. Cloud monitoring tools help visualize this data and link it to specific uses cases so it can make sense in a business context. bocys ptsijc ddrmfh wpwln rthn xutjo zqgqj idgfrs igjhepd cbsr