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Tag
Infrastructure Operations
8 articles tagged Infrastructure Operations, newest first.
Infrastructure Cost Tracking by Department, Project, App and Customer
How to attribute GPU hours, Token usage, energy and storage to projects and tenants, then roll costs up to departments, applications and customers.
How to Reduce Alert Fatigue Without Missing Incidents
Group and correlate alarms and suppress downstream symptoms while keeping raw evidence and critical alerts visible, so operators handle fewer incidents.
Forecasting Compute, Storage, Network and Power Capacity
How to forecast compute, storage, network, power and cooling capacity with deployment profiles, reservations, growth scenarios and lead times.
Hot and Cold Data Tiering: Cut Storage Cost, Keep Speed
How to tier hot and cold data by access pattern and check throughput, IOPS, latency and recall so cheaper storage does not slow applications or training.
KPIs to Track in a Unified Infrastructure Operations Dashboard
The five KPI groups for an infrastructure operations dashboard (supply, efficiency, service quality, cost and consumption) and what to measure in each.
Detect Configuration Drift Against an Approved Baseline
How infrastructure teams compare discovered firmware, components, location and settings with an approved baseline and turn drift into traceable changes.
Finding Idle, Underutilized and Overcommitted Infrastructure
How to spot idle, underutilized and overcommitted infrastructure by comparing allocation, real use, queued work, service quality and idle reasons.
AI Just Took Over Zabbix: An MCP Server With 220 API Tools
How an MCP server exposing 220 Zabbix API tools turns monitoring into conversation, and the trust, safety and staffing worries it raises.