Cloud Monitoring: What It Is & How It Works

One of the primary goals of any IT team is to ensure seamless operation and consistent uptime. This is typically achieved via monitoring — whether on-premises, in an application, or across a network. If your application is hosted on cloud, cloud monitoring allows teams to respond quickly to a given issue or even understand potential problems before they arise.

For today’s complex distributed systems, one of the more common monitoring methods comes in the form of cloud monitoring.

Today, we’re diving into all things cloud monitoring, including types of monitoring, the best tools to use, and the benefits of a strong monitoring posture. Read on to learn it all!

What is cloud monitoring?

In IT, monitoring is the process of reviewing, observing, and managing the workflow within an IT infrastructure. Cloud monitoring, then, evaluates the performance of cloud-based infrastructures, including websites, servers, applications, and other cloud resources. Using modern monitoring technologies, here’s what should be evaluated:

Monitoring includes tools that, when automated, check uptime, speed, and errors when users interact with applications. By doing so, you can ensure everything functions seamlessly and identify potential problems or security risks.

Benefits of cloud monitoring

Why is it important to monitor cloud apps and systems? Plenty of reasons, including:

(Related reading: monitoring vs. observability vs. telemetry.)

Types of cloud monitoring

Cloud monitoring can be done manually or through automated tools, whatever the method, it’s all about one thing — providing organizations real-time insights into their cloud tools and applications. Here are some of the types of monitoring to know.

Database monitoring

Since applications rely on databases to retrieve and save data, most problems occur here. That’s where database monitoring is required. It tracks the usage, performance, and query details, all so that your organization can make sure your databases function optimally.

You should prioritize database monitoring because it helps optimize database performance (and all the knock-on effects of that), improves efficiencies, and ensures data integrity.

(Related reading: how DBMS, database management systems, work.)

Website monitoring

Website and digital experience monitoring analyzes the availability, performance, and user experience of cloud-based websites. When users interact with your website, it’ll monitor the following website metrics:

You can monitor your website using tools Splunk to ensure that the right people are alerted when there are downtime or performance issues — so that you can take immediate action. Doing so will help you ensure your online presence is accessible and delivers a positive user experience.

(Learn more about web analytics.)

Virtual network monitoring

Virtual network monitoring oversees and analyzes your networks' performance, availability, and security within a cloud infrastructure. It keeps track of the following metrics:

Monitoring your virtual network helps to spot connectivity issues, troubleshoot them, and ensure smooth performance without security threats.

(Learn all about networking monitoring.)

Cloud server monitoring

Cloud server monitoring analyzes CPU usage, memory utilization, disk space, and server response times. Monitoring cloud servers enables you to:

End-user experience monitoring

End-user experience monitoring evaluates the performance and usability of cloud-based applications from the end-user perspective. This monitoring focuses on:

When you monitor end-user experience, you gain insights into how users interact with the application. Through this tracking, you will know how to meet their expectations and deliver a positive user and customer experience.

Synthetic monitoring

Synthetic monitoring utilizes scripted and automated tests to simulate the interaction of users with cloud-based services, apps, or websites. It focuses on:

By implementing synthetic monitoring, you can detect issues before real users get affected. This will ensure that you meet your service level objectives by ensuring optimal performance. This approach will also help you to maintain a seamless user experience by preventing downtime.

(Related reading: Splunk Synthetic Monitoring.)

Unified monitoring

Unified monitoring consolidates and centralizes the monitoring of various cloud resources and services. It uses a single tool to monitor multiple aspects of the cloud infrastructure, such as servers, databases, networks, and applications.

You have a holistic view of the cloud environment to identify correlations between different components and detect issues efficiently. It will also help you improve visibility and cloud management.

Monitoring in public, private & hybrid clouds

Cloud monitoring can be done in public, private, and hybrid clouds. Here's a brief overview of monitoring in each type of cloud:

Monitoring the public cloud

The public cloud is owned by a third party like Azure or AWS or smaller names. It’s accessible to any company that purchases this service. In public monitoring, you only pay for resources you’ve used, so it’s a cost-effective option — but you’ll have less control over your application’s data because everyone shares the same resources.

Although this option is cost-effective, 70% of people find public cloud monitoring more difficult than private.

Monitoring the private cloud

A private cloud is more secure because it’s controlled by a single organization that owns it, and it’s more accurate and detailed than public cloud monitoring can be. It provides on-demand reporting and monitors system performance to secure the system and its login history.

Private cloud monitoring gives you a deeper look into the following metrics:

Hybrid cloud monitoring

A hybrid cloud combines the functionalities of both private and public monitoring, enabling you to:

You can transfer data between private and public environments—making the hybrid cloud the better option. Since it’s the most-preferred cloud monitoring, the market is expected to reach $128.01 billion by 2025.

Selecting cloud monitoring tools

Cloud monitoring tools help manage, monitor, and assess the performance of cloud-based infrastructure, services, and applications. With the correct monitoring tool, you can ensure your cloud environment runs without issues.

The best monitoring tools provide a complete overview of the cloud environment, and they support efforts around improving decision-making, increasing operational efficiencies, and reducing costs.

Though there are a variety of popular tools, like our own Splunk Obervability suite, the open-source Prometheus, or Google Cloud Monitoring for your Google Cloud services. When choosing a monitoring solution, you’ll want to consider important factors like

Splunk Observability

At Splunk, our unified observability and security platform provides full-fidelity visibility into every cloud and service across your entire tech stack, with real-time metrics monitoring and alerts.

We’re highly customizable and can help with use cases that go far beyond mere monitoring.

Learn more about Splunk Infrastructure Monitoring.

Best practices for cloud monitoring

When you start with cloud monitoring, handling everything is difficult because you shift your focus from performing tasks to measuring the application's performance. We’ve compiled some key practices to help you ace it:

Cloud monitoring creates safe, seamless systems

Cloud monitoring makes your software systems seamless, safeguards them, and alerts you on the real-time issue. It also optimizes resource allocation to provide smooth operation and positive user experiences. So, consider shifting from manual to cloud monitoring and secure your software.

Related Articles

SCADA Systems: What They Are & How They Work
Learn
7 Minute Read

SCADA Systems: What They Are & How They Work

SCADA is a common industrial control system. Let’s understand how SCADA systems work, including the various components, and also look at the challenges today.
SAST vs. DAST vs. RASP: Comparing Application Security Testing Methods
Learn
12 Minute Read

SAST vs. DAST vs. RASP: Comparing Application Security Testing Methods

Building secure apps is the only way forward. Learn about security testing solutions SAST, DAST, and RASP, as they offer multi-layered protection for applications
What Is a NOC? Network Operations Centers, Explained
Learn
7 Minute Read

What Is a NOC? Network Operations Centers, Explained

Discover how NOCs ensure network uptime. Learn roles, practices & tools for optimal performance. Explore NOC vs. SOC distinctions
What Is Small Data In AI?
Learn
4 Minute Read

What Is Small Data In AI?

For years, big data has been all the rage. What about small data? Get the full story on small data here and see why it may soon be more important than big data.
What Are SLMs? Small Language Models, Explained
Learn
4 Minute Read

What Are SLMs? Small Language Models, Explained

Large language models have changed the world. What about small language models? Learn what SLMs are, how they differ from LLMs, and why SLMs are the future.
What is SQL Injection?
Learn
5 Minute Read

What is SQL Injection?

Injecting anything is rarely a good thing. When injection hijacks your SQL and interferes with your primary web systems, you’re in real trouble. Find out here.
Generative AI in 2026: What Is GenAI?
Learn
5 Minute Read

Generative AI in 2026: What Is GenAI?

Did ChatGPT or Bard write this article? Are those dogs AI-created? We’ll let you decide, as you read the greatest explainer of Generative AI today.
What Is OpenTelemetry? A Complete Guide
Learn
10 Minute Read

What Is OpenTelemetry? A Complete Guide

In this article, you'll learn how OpenTelemetry works, how it's used, and its importance in improving your observability practices and overall business operations.
What Is Cloud Infrastructure?
Learn
6 Minute Read

What Is Cloud Infrastructure?

Cloud infrastructure runs so much of the world’s daily operations. What is it and what does it mean? Find out in this comprehensive article.