Cover artwork for I/O Behavior, Capacity Signals, and Honest Forecasting

Server Operations

I/O Behavior, Capacity Signals, and Honest Forecasting

Read iostat without panic, correlate block device noise, and write forecasts that survive leadership questions.

Duration
4 weeks · 28 lab hours
Format
Async with two mentor reviews
Skill level
Intermediate
Certification path
Cloud cost ops adjacent skills
Informational price
₩199,000

What the labs include

  • iostat, pidstat, and blktrace triage ladders
  • Filesystem choice tradeoffs without vendor kool-aid
  • Cloud cost ops vocabulary tied to Linux metrics (no billing integration)
  • Forecast spreadsheet templates with confidence bands
  • Scenario planning when chip shortages stretch lead times
  • RAID rebuild impact exercises on lab arrays
  • Executive summary workshop with tight word limits

Outcomes you can show a lead

  1. Produce a two-page capacity brief with explicit assumptions
  2. Differentiate latency spikes from saturation with evidence
  3. State what data would change your recommendation

Responsible instructor

Haneul Park

Academic Director focused on lab integrity and mentor calibration.

FAQ

We cover vocabulary and signals, but we do not integrate billing APIs or consoles.

Learner notes

Vendor slide mismatch scenario felt rude and realistic—good prep for awkward meetings.
Chris A. · SaaS observability shop · 5/5 · Google