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Cloudflare discusses how they handle massive data pipelines, including techniques like downsampling, max-min fairness, and the Horvitz-Thompson estimator to ensure accurate analytics despite data loss and high throughput.
Cloudflare, an internet infrastructure and security company, has upgraded its logging pipeline by migrating from syslog-ng to OpenTelemetry Collector. This change affects one of Cloudflare's largest data pipelines, processing millions of log events per second.
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