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EWMA

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IT Services Circle
IT Services Circle
Jan 12, 2023 · Fundamentals

Understanding Linux Load Average: Calculation, Exposure, and Relation to CPU Usage

Linux load average, a key performance metric, is computed by periodically aggregating per‑CPU runnable and uninterruptible task counts into a global instantaneous load, then applying an exponential weighted moving average to produce 1‑, 5‑, and 15‑minute averages, which are exposed to user space via the /proc/loadavg pseudo‑file.

EWMAKernelLinux
0 likes · 18 min read
Understanding Linux Load Average: Calculation, Exposure, and Relation to CPU Usage
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jun 29, 2017 · Artificial Intelligence

How EWMA‑Based Dynamic Thresholds Cut False Alarms in Monitoring

This article explains how applying machine‑learning techniques such as EWMA and periodic‑based amplitude analysis creates dynamic thresholds that dramatically reduce false alerts in monitoring systems while improving detection of genuine anomalies.

Anomaly DetectionDynamic ThresholdsEWMA
0 likes · 11 min read
How EWMA‑Based Dynamic Thresholds Cut False Alarms in Monitoring