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Lesson227 words

Infrastructure performance indicators

Inspect infrastructure performance indicators

The four classic resources — CPU, memory, disk and network — plus the queues in front of them.

IndicatorWatch for
CPUSustained saturation; also low CPU with high latency, which means waiting, not computing
MemoryGrowth without plateau — a leak; and paging, which destroys latency
DiskIOPS and queue depth; latency rises sharply near the limit
NetworkThroughput, retransmits, connection exhaustion

Utilisation, saturation, errors

For each resource ask three questions: how utilised is it, how much work is queued for it, and is it producing errors? Utilisation alone misleads — a disk at 60% utilisation with a deep queue is already the bottleneck, because queueing begins well before saturation.

The most useful negative signal

Low CPU with high latency is the shape worth recognising: the service is not computing, it is waiting — on a dependency, a lock, a disk or a connection pool. Teams reading only CPU conclude the host is healthy and go looking in the wrong place.

Infrastructure explains, users decide

These indicators are diagnostic. Alert on the user-facing signals — availability, latency, error rate — and use CPU, memory, disk and network to explain why. That ordering is what keeps 3am pages meaningful.

Primary sources

  • https://learn.microsoft.com/en-us/azure/azure-monitor/overview
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