⌂
Monitoring at Scale
1.0.0
Introduction
Monitoring Architecture
Monitoring Tools
Instrumentation
Collection
Aggregation
Storage
Analytics
Notification
Visualization
All in one
Putting it all together
Summary
Tech Hub
Guides
Monitoring at Scale
⌂
Monitoring at Scale
1.0.0
Introduction
Monitoring Architecture
Monitoring Tools
Instrumentation
Collection
Aggregation
Storage
Analytics
Notification
Visualization
All in one
Putting it all together
Summary
Monitoring at Scale
Introduction
What is monitoring at scale?
Complexities of monitoring at scale
Driven by configuration
Distributed by default
Use case optimization
From a business perspective
From an IT perspective
Monitoring Architecture
Instrumentation
Metrics
Events
Collection
Pull and push
Log based
Time series based
Aggregation
System aggregation
Local aggregation
Storage
Analytics
Fast data
Near real time data
Anomaly detection
Notification
Visualization
Devops and continious delivery
Monitoring Tools
Instrumentation
Metrics
Events
Collection
StatsD
CollectD
Beats
Aggregation
Apache Kafka
Apache Flume
StatsD
CollectD
Storage
Graphite
Elasticsearch
Cassandra
Blueflood
KairosDB
Netflix Atlas
Analytics
Riemann
Splunk
Spark
Notification
Pagerduty
Riemann notifications
Prometheus alerts
Visualization
Grafana
Kibana
All in one
Prometheus
Datadog
SignalFX
Putting it all together
Introduction
Expectations
Use case
The tools used
Implemented architecture
Summary
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Introduction
