Practical Site Reliability Engineering
by Pethuru Raj Chelliah, Shreyash Naithani, Shailender Singh
AI-enabled log analytics platforms
There are many more common areas such as IT operations and DevOps getting decisively and deftly impacted by AI. One of the core aspects of DevOps is monitoring and logging. It is beneficial for IT administrators and operations managers to collect and aggregate logs in a central place. Typically, these logs are being used for the purposes of audit trail, root-cause analysis, and remediation. This process has been manual. That is, application developers and network specialists frantically hunt for a needle in a haystack to detect whether there is an anomaly or an interesting pattern in the collected and stocked system logs. Today, everything happens in a reactive mode. That is, if there is any downtime, disruption, ...
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