The infrastructure must be “invisible” to the user, but visible to IT strategists to ensure the performance and service levels required by the business, where observability (as part of SRE or site reliability engineering) is essential to understand the internal state of a system based on its external results. For effective observability, there are four key pillars: metrics, events, logs, and traces, which are summarized in the acronym MELT.

Most enjoy the peace of mind cloud backups offer for all the damage the costs can do to their wallets. Microsoft Azure offers Azure Backup service to safely backup your data on Microsoft Azure cloud, allowing you to store Azure VMs and even on-premise machines and workloads. But Azure prices can be confusing, and Azure Backup is no different. To best understand how much you’re paying and why you’re paying that much, read on! Source: Azure.

GCP Cost Reporting is one of several tools provided by Google Cloud Console. The more you know about them, the more you’ll understand your Google Cloud bill. In addition, knowing the drivers behind your costs will help you reduce waste and maximize your GCP spend. This quick guide to GCP reporting tools will guide you on how to do it. We’ll also share how to get more detailed cost intelligence such as Cost per Customer or Cost per Feature on top of basics such as total and average costs.

“How is my app performing?” is one of the most common, yet hardest questions to answer. There are myriad ways to measure this, like error rate, average response time, and so on. Enter the Application Performance Index (aka Apdex), a single metric that attempts to answer, “Are my application’s users happy?” Apdex is an open standard that was formalized in 2005 by the Apdex Alliance.

Cribl Search is agnostic, allowing administrators to now query Snowflake datasets as they can dozens of other Lakes, Stores, Systems & Platforms. The data that IT and security teams rely on to monitor network operations continues to grow at a 28% CAGR, and it’s stressing many organizations’ ability to analyze all this data effectively. In fact, in some cases, less than 2% of it ever gets looked at.

The Batch Processor in the OpenTelemetry project is used in both the SDKs and the OpenTelemetry Collector. What exactly is this processor, and what does it do? And, how can you use the OTLP Logs, OTLP Metrics, and OTLP Traces Functions in Cribl Stream and Cribl Edge to build batches like a boss?

As artificial intelligence (AI) becomes increasingly central to business operations, many organizations are grappling with how to deploy and scale their AI models efficiently. When it comes to AI inference, or how AI analyzes and draws conclusions from new data, Kubernetes offers a compelling solution — but it’s not without challenges.

In the realm of IT Service Management, two prominent frameworks stand out: COBIT and ITIL. Both have been instrumental in guiding organizations toward effective IT Governance and Service Management, yet they serve distinct purposes and methodologies. This article delves into the intricacies of the COBIT vs ITIL discussion, highlighting their key differences and benefits to help you determine which framework aligns best with your organizational needs. Let's go!

Metrics play a pivotal role in assessing performance, identifying areas for improvement, and ensuring optimal service delivery in IT. One such critical metric is MTTF (Mean Time To Failure). Basically, it calculates the average amount of time a system or component is expected to operate before experiencing a failure. But what exactly is MTTF, and why is it essential to managing IT infrastructure?

Kibana and Splunk are powerful data analytics and log management solutions. However, choosing between them can be challenging due to their distinct features and use cases. This comprehensive comparison will help you make an informed decision for your organization's needs in 2024.