AIOps stands for Artificial Intelligence for IT Operations. It is utilized in combination with big data and machine learning to boost IT Operations. The term AIOps was first coined by Gartner, a global research and advisory firm. In today’s changing IT environments, AIOps uses AI to simplify IT operations management and accelerate and automate problem resolution.
Following are some AIOps Tools:
This tool is a software intelligence platform that uses AI to deliver APM (Application Performance Monitoring), AIOps, Digital analytics capabilities, etc. It offers features such as Root-Cause Analysis, event correlation, and mapping of cloud environments. This tool automates cloud operations, releases better and improved software faster, and delivers digital experiences.
2. Splunk Enterprise
Splunk Enterprise is the leading platform for machine data. It virtually collects and indexes logs machine data in its native format from any source. It gives you insights on how to drive operational performance and business results; shares customer reports and dashboards. It analyses trends, correlates different data streams, identifies patterns, anomalies. This tool meets the needs of the user and any of their projects.
3. New Relic
With custom-designed plugins, New Relic, a SaaS model, tracks real-time web and mobile applications. It is the most robust cloud-based framework for assisting customers in the creation of more ideal apps. Performance monitoring, resource management, complete transaction diagnostics, server performance, baseline manager, root-cause diagnostics, and other features are included.
4. Big Panda
Big Panda is a private artificial information software company that detects, responds to, and analyses problems in IT systems. It collects and combines alerts from all of your tools with change and topology data, then applies machine learning to identify problems and patterns that identify the root cause of performance issues or outages in real-time.
This AIOps tool is a modern Application Performance Management (APM) platform that uses its own technology to continuously discover and monitor infrastructure and services, automatically. It uses a combination of machine learning, event correlation, and expert knowledge to identify problems.
6. App Dynamics
App Dynamics is another APM as well as a full-stack, business-centric AIOps platform. It is a mobile analytics software that provides its data collectors. It includes features such as baseline manager, performance control, full transaction diagnostics, resource management, server performance, etc. It helps technologists understand what drives user experience and what impacts the bottom line for businesses.
This tool provides monitoring and analytics to the IT Operations team and developers. It is capable of monitoring servers, databases, and tools. It is used to calculate performance metrics, monitor events, and provide cloud services. Datadog only supports applications written in Java, Python,.NET, PHP, Node.js, Go, and Ruby. It can collect and analyze terror rates, logs, latency and other data automatically.
Moogsoft is the market leader in AI-driven observability, offering intelligent monitoring solutions for smart DevOps. It’s a self-service platform for developers and operators that allows them to quickly determine what is wrong and how to fix it. It boosts productivity and ensures service quality. This tool enables IT, teams, to work more efficiently and effectively. The Moogsoft AIOps tool captures event data and filters out more than 90% of noisy alerts.
Zenoss is a monitoring solution that collects all types of machine data that create IT service models that train the machine algorithms to predict and\or eliminate any sort of outages in hybrid IT environments. This tool predicts, impacts, understands anomalies and key trends. The data for Zenoss is collected through “Zenpacks,” which ßare basically plugins for all kinds of integration systems.
This AIOps tool helps enterprises maximize application performance, optimize cloud resources, maximize application performance and improve the cost efficiency of cloud operations. Federator.ai predicts workload and resource usage for containerized applications using AI/ML technology. It assists IT, administrators, in managing computing resources and anticipating the application computing resource demands while optimizing costs without sacrificing its performance.
PagerDuty, a leader in digital operations management is an incident management platform that helps enterprises detect infrastructure problems and fix them quickly. It used by teams to identify issues and bring together the right people to solve problems faster and prevent them in the future. It provides reliable notifications, automatic escalations, on-call scheduling, etc.
An IT infrastructure monitoring platform that provides large organizations with a unified view of their infrastructure regardless of size, footprint, or complexity. Our platform is also an extensible environment, that allows our user community to create and share integrations with other members of our customer community. IT Operations teams use this tool to gain real-time visibility into what is failing in their environment, where bottlenecks exist, and who is affected.
13. IBM Netcool Operations Insight
Most large business applications are complex, consisting of numerous subservices and supporting infrastructure that all contribute to a higher-level solution. All of these subservices must be monitored, and this is frequently done with various monitoring solutions. To understand what is going on in your data center, you need a central location to collect information from various sources and make sense of it. And the solution for this is IBM Netcool Operations Insight. Its key features include: automating responses, get the relevant context, reducing noise and incidents, etc.
The Topology and Relationship-Based Observability platform from StackState allows you to more efficiently control your dynamic IT environment by unifying performance data from your existing monitoring tools into a single topology. This tool features analysis, anomaly detection, single pane of glass, monitoring, integration, alerting, pipelines, etc. StackState gathers and correlates a wide range of information, providing a full-stack view of the operational landscape, with support for a wide range of products and integration into other monitoring or APM systems.
Voyance is an AIOps platform that integrates powerful network analytics and IoT security into a single platform, going far beyond traditional infrastructure monitoring. It offers features like features such as bandwidth monitoring, baseline manager, diagnostic tools, internet usage monitoring, IP address monitoring, real-time analytics, server monitoring.