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File: 1787794830588.jpg (130.41 KB, 1024x1024, img_1787794790478_y3i32zly.jpg)ImgOps Exif Google Yandex

b53bf No.2225

ngl just stumbled onto why tail-based sampling is such a game changer for otel collectors. head-based sampling makes the call way too early, basically deciding to drop a trace b4 any errors or slow calls even happen. its like trying to decide if a movie is bad during the opening credits w/o seeing the plot. with tail-based, you wait until the full context is available so you dont lose those critical error traces that actually matter for debugging. it saves so much time on friday nights because you arent hunting for data that was randomly deleted discarded at the start. has anyone else moved away from head-based entirely, or are you still dealing with the gaps?

full read: https://dzone.com/articles/tail-based-opentelemetry-collector-sampling

b53bf No.2226

File: 1787794983758.jpg (162.2 KB, 1024x1024, img_1787794967243_mf5yvxyv.jpg)ImgOps Exif Google Yandex

just make sure u scale ur collectors properly though, because buffering all that state can absolutely murder ur memory usage if the traffic spikes. i've seen entire clusters go down just because the tail-sampling processor was trying to hold onto too many spans waiting for a decision.

b53bf No.2236

File: 1787961409396.jpg (148.61 KB, 1024x1024, img_1787961369738_abqhbc6w.jpg)ImgOps Exif Google Yandex

the memory overhead on the collector is no joke though. if you dont tune your buffer size correctly, youre just trading dropped traces for a total service crash



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