Cloud Monitoring Optimizing Performance and Costs: Use tools to track and improve cloud infrastructure
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See what matters, fix what hurts, and prove the impact. Cloud Monitoring: Optimizing Performance and Costs gives engineers and architects a practical, vendor-neutral playbook for observability and cost awareness. You'll learn how to collect the right signals, design actionable alerts, and connect telemetry to reliability targets and spending-so teams can move fast without surprises.
Each chapter turns decisions into steps you can copy: instrumenting with OpenTelemetry, structuring metrics and logs, building clean dashboards, tuning alerts to cut noise, tracing requests across services, and tying it all to SLOs, budgets, and runbooks. Clear examples, checklists, and review rubrics help you avoid common pitfalls like missing cardinality limits, alert fatigue, and opaque unit economics.
What you'll learn
Choose useful KPIs and SLIs; set meaningful SLOs with error budgets
Collect signals with OpenTelemetry; design metric names, tags, and sampling
Correlate metrics, logs, traces for faster root cause analysis
Build dashboards that explain-not overwhelm-and drive the right actions
Create alert policies with thresholds, burn-rate, and multi-window strategies
Trace requests across services; analyze latency, saturation, and contention
Use synthetics and RUM to catch customer-visible issues early
Monitor cost drivers alongside performance; add budgets and anomaly alerts
Automate incident flow: on-call rotations, runbooks, post-incident reviews
Prove value with reports that link reliability and spend to outcomes
Who it's for
Developers, SREs, platform teams, and architects who want clear, repeatable practices for visibility, reliability, and spend control.
What's inside
Reference dashboards, alert templates, OpenTelemetry snippets, readiness checklists, and cost/performance review rubrics.
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