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Cloud Monitoring with Prometheus

Cloud Native Night August 2016, Munich: Talk by Julius Volz (@juliusvolz, Co-founder at Prometheus). Join our Meetup: www.meetup.com/cloud-native-muc Abstract: This talk is on monitoring dynamic cloud environments with Prometheus.

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Prometheus
Cloud Monitoring with Prometheus
Julius Volz, August 2016
Prometheus
Monitoring system and TSDB:
● instrumentation
● metrics collection and storage
● querying
● alerting
● dashboarding / graphing / trending
Made for dynamic cloud environments!
What is Prometheus?
https://prometheus.io
Prometheus
● raw log / event collection
● request tracing
● “magic” anomaly detection
● durable long-term storage
● automatic horizontal scaling
● user / auth management
What does Prometheus NOT do?
Prometheus
● Started in 2012 at SoundCloud by Matt and Julius
● Inspired by Google’s monitoring tools
● Motivation
○ needed to monitor dynamic cloud environment
○ unsatisfying data models, querying, and efficiency in
existing approaches
Origin
Prometheus
Architecture
Prometheus
Four main improvements
1. Multi-dimensional data model (like OpenTSDB).
2. Powerful query language (the same for exploring, graphing, alerting).
3. Efficient data collection (yes, it's pull, not push).
4. Operational simplicity (unlike OpenTSDB).

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