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Copyright © 2015 Splunk Inc.
Splunk at iZettle
Johannes Lofgren, Head of DevOps
j
‹#›
Johannes Löfgren - Head of Devops and Infrastructure
‹#›
The challenge….
Show me a PCI-DSS compliant centralised
logging solution in 5 weeks!
‹#›
Why Splunk?
• PCI-DSS - Payment Card
Industry Data Security
Standard
• iZettle’s first PCI-DSS
audit was in Q2 2012
• Starting point: local logs
on around 10 backend
servers
• Before audit deadline:
Prove our control of
operations and security
using our centralised log
solution
‹#›
Starting out
Daily report email
Scheduled alerts
(email and sms)
File integrity
monitoring
Learn basic search
skills
‹#›
Starting out
< 1s, Expected result of automated deploy
90 minutes, Further investigation needed
File integrity
monitoring
Daily report email
‹#›
iZettle expansion
All backend systems logging to Splunk
2011
One market
Monolithic backend
Single location
traditional hosting
2013
Multiple markets in
three continents
Distributed backend
Hybrid cloud
infrastructure
‹#›
Splunk at iZettle Today
Usage
50% of total implemented alerts
80+ users
All backend services log to splunk
Support Security Development QAOperations
Benefits
Easy to scale
Easy to move
Search across multiple services
Adapt alert triggers to trends
FIM
‹#›
Follow the trend - example
Weekly and daily trend below
‹#›
Follow the trend - example
The _internal index tracks logged bytes per source:
earliest = -1h@h latest = @h index=_internal
source=*license_usage.log type=Usage s=merchant-reports | eval
MB=b/1024/1024 | stats sum(MB) as last
‹#›
Follow the trend - example
Run a subsearch for the same, 7 days ago. Column output:
earliest = -1h@h latest = @h index=_internal
source=*license_usage.log type=Usage s=merchant-reports | eval
MB=b/1024/1024 | stats sum(MB) as last | appendcols [ search
earliest = -169h@h latest = -168h@h index=_internal
source=*license_usage.log type=Usage s=merchant-reports | eval
MB=b/1024/1024 | stats sum(MB) as comparator ]
‹#›
Follow the trend - example
Calculate the percentage diff. Add explanatory labels:
earliest = -1h@h latest = @h index=_internal
source=*license_usage.log type=Usage s=merchant-reports | eval
MB=b/1024/1024 | stats sum(MB) as last | appendcols [ search
earliest = -169h@h latest = -168h@h index=_internal
source=*license_usage.log type=Usage s=merchant-reports | eval
MB=b/1024/1024 | stats sum(MB) as comparator ] | eval
percent_change=100*(last/comparator)-100 | rename last as "MB
Latest hour", comparator as "MB same hour, 7 days ago"
‹#›
Follow the trend - example
The _internal index is lightweight to search:
What to do with this?
Create an alert triggering on a positive and negative threshold of
the variable “percent_change”
Generic enough to suit any system
‹#›
Key lessons
Insert all your
logging services to
cross search
systems
Take a generic
anomaly approach
on alerts
Make use of what’s
already summarised
for light weight
searching
Use dynamic alert
thresholds
Thank You

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SplunkLive! Stockholm 2016 - iZettle

  • 1. Copyright © 2015 Splunk Inc. Splunk at iZettle Johannes Lofgren, Head of DevOps j
  • 2. ‹#› Johannes Löfgren - Head of Devops and Infrastructure
  • 3. ‹#› The challenge…. Show me a PCI-DSS compliant centralised logging solution in 5 weeks!
  • 4. ‹#› Why Splunk? • PCI-DSS - Payment Card Industry Data Security Standard • iZettle’s first PCI-DSS audit was in Q2 2012 • Starting point: local logs on around 10 backend servers • Before audit deadline: Prove our control of operations and security using our centralised log solution
  • 5. ‹#› Starting out Daily report email Scheduled alerts (email and sms) File integrity monitoring Learn basic search skills
  • 6. ‹#› Starting out < 1s, Expected result of automated deploy 90 minutes, Further investigation needed File integrity monitoring Daily report email
  • 7. ‹#› iZettle expansion All backend systems logging to Splunk 2011 One market Monolithic backend Single location traditional hosting 2013 Multiple markets in three continents Distributed backend Hybrid cloud infrastructure
  • 8. ‹#› Splunk at iZettle Today Usage 50% of total implemented alerts 80+ users All backend services log to splunk Support Security Development QAOperations Benefits Easy to scale Easy to move Search across multiple services Adapt alert triggers to trends FIM
  • 9. ‹#› Follow the trend - example Weekly and daily trend below
  • 10. ‹#› Follow the trend - example The _internal index tracks logged bytes per source: earliest = -1h@h latest = @h index=_internal source=*license_usage.log type=Usage s=merchant-reports | eval MB=b/1024/1024 | stats sum(MB) as last
  • 11. ‹#› Follow the trend - example Run a subsearch for the same, 7 days ago. Column output: earliest = -1h@h latest = @h index=_internal source=*license_usage.log type=Usage s=merchant-reports | eval MB=b/1024/1024 | stats sum(MB) as last | appendcols [ search earliest = -169h@h latest = -168h@h index=_internal source=*license_usage.log type=Usage s=merchant-reports | eval MB=b/1024/1024 | stats sum(MB) as comparator ]
  • 12. ‹#› Follow the trend - example Calculate the percentage diff. Add explanatory labels: earliest = -1h@h latest = @h index=_internal source=*license_usage.log type=Usage s=merchant-reports | eval MB=b/1024/1024 | stats sum(MB) as last | appendcols [ search earliest = -169h@h latest = -168h@h index=_internal source=*license_usage.log type=Usage s=merchant-reports | eval MB=b/1024/1024 | stats sum(MB) as comparator ] | eval percent_change=100*(last/comparator)-100 | rename last as "MB Latest hour", comparator as "MB same hour, 7 days ago"
  • 13. ‹#› Follow the trend - example The _internal index is lightweight to search: What to do with this? Create an alert triggering on a positive and negative threshold of the variable “percent_change” Generic enough to suit any system
  • 14. ‹#› Key lessons Insert all your logging services to cross search systems Take a generic anomaly approach on alerts Make use of what’s already summarised for light weight searching Use dynamic alert thresholds