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Monitoring First: Instrumenting Your
Entire Stack for the Ultimate in
Observability
Dave Mangot
Head of Site Reliability Engineering,
SolarWinds Cloud Companies
@davemangot
© 2016 SOLARWINDS WORLDWIDE, LLC. ALL RIGHTS RESERVED.
ABOUT ME
•
•
•
•
5/9/16 1
About Librato
•
•
•
•
•
2
3
but we wouldn’t be upset if you did :)
You do not need to purchase these
solutions from SolarWinds!
Disclaimer:
Data Driven
4
If we have data, let’s look at data. If all we
have are opinions, let’s go with mine.”
- Jim Barksdale
MDD
Metrics Driven
Development
5
MDD
• Instrumentation-as-Code
6
MDD
• Instrumentation-as-Code
• Single Source of Truth
7
By Minesweeper (Own work) [CC BY-SA 4.0 (http://creativecommons.org/licenses/by-sa/4.0)], via Wikimedia Commons
MDD
• Instrumentation-as-Code
• Single Source of Truth
• Developers Curate Visualizations and Alerts
8
MDD
• Instrumentation-as-Code
• Single Source of Truth
• Developers Curate Visualizations and Alerts
• Alert on What You See
9
MDD
• Instrumentation-as-Code
• Single Source of Truth
• Developers Curate Visualizations and Alerts
• Alert on What You See
• Don’t Measure Everything
10
"Just because you can measure
everything doesn't mean that you should."
—W. Edwards Deming
11
MDD
• Instrumentation-as-Code
• Single Source of Truth
• Developers Curate Visualizations and Alerts
• Alert on What You See
• Don’t Measure Everything
• Show me the Graph
12
ChatOps
13
Nagios, etc.
Is a port listening?
14
Nagios, etc.
Is a port listening?
Is that what I really care about?
15
Nagios, etc.
Is a port listening?
Is that what I really care about?
Are the number of requests over a period of time below a threshold?
What are my average # of requests?
What are the min/max/std dev of latency?
16
DevOps??
17
2nd Way of DevOps
The Second Way is about creating the right to left feedback loops. The goal of almost any process
improvement initiative is to shorten and amplify feedback loops so necessary corrections can be continually
made.
The outcomes of the Second Way include understanding and responding to all customers, internal and
external, shortening and amplifying all feedback loops, and embedding knowledge where we need it.
18http://itrevolution.com/the-three-ways-principles-underpinning-devops/
19
You can’t improve what you don’t
measure
Follow the Packet
20
Uptime Monitoring
21
Uptime Monitoring
22
Monitoring Cake
• Librato Agent
• Cloudwatch
• Statsite
• Syslog-ng
• Tracelytics
23
By Przykuta (Own work) [CC BY-SA 3.0 (http://creativecommons.org/licenses/by-sa/3.0)], via Wikimedia Commons
Infrastructure Metrics
24
Librato Agent/Collectd
25
Cloudwatch
26
Custom Metrics
27
Application Metrics
28
Dropwizard Metrics
29
Kafka
30
Cassandra
31
Make the right way, the easy way
32
Application Instrumentation
33
# Timing a potentially latent operation with custom instrumentation
statsd.time("api.measures.source_match_build.time") do
metric_source_match_build(active, explicit, wildcards, negates)
end
Custom
34
Dogfood
35
Logging
36
Logging
37
•Application Development
•Troubleshooting
•Deployments
•Search Alerts
Application Development/Troubleshooting
38
Deployment
39
Search Alerts
40
Papertrail
41
Distributed Tracing
42
Distributed Tracing
43
Web
App
Database
Distributed Tracing
44
Distributed Tracing
45
© 2016 SOLARWINDS WORLDWIDE, LLC. ALL RIGHTS RESERVED.
Total Observability
5/9/16 46
Distributed
Tracing
Logging
Metrics
Uptime
MDD
Try for yourself
47
www.solarwinds.com/cloud-monitoring
Thanks!
48
@davemangot

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