Resource-Heavy Regex Parsing. Traditional log collectors rely on complex Regular Expressions to parse text into fields, which is extremely CPU-intensive at scale. Switch to Structured Logging (logging directly in JSON format from the app) to bypass the need for expensive parsing. The log collector can then treat the log as a native object rather than a string to be dissected. This reduction in CPU overhead allows you to handle 10x more logs on the same hardware.