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Copyright © 2014 Splunk Inc.
Splunk at Zoosk
Dheeraj Khanna
Sr. Director, Technical Operations
About Zoosk
Serving 27M Active Members Globally
The Leader in Mobile Dating
#1
Grossing App in Social
Networking* on iTunes
Top 20
Grossing App
Overall
The Only Global Online
Dating Platform
Available in
80
Countries
Translated into
25
Languages
Payments in
55
Currencies
* U.S.
Data Driven Recommendation Engines for
Matching Consumers With What They Want
Big Data is Changing Lives
Entertainment Shopping Dating
How Our Behavioral Matchmaking™
Engine Works
A Smarter Way to Date
Real-Time Matches
a Person Is Likely to Be Mutually Attracted To
Capture User
Interaction
Model User
Behavior
Suggest Matches
Learn About User
Messages
Sent
Messages
Ignored
Messages
Responded
To
Clicks
5
My Background
Happy Zoosker for last 18 months
Active Splunker for 10+ years
Needle, Haystack, Found
I was raised in India yet I cannot stand spicy food
6
Technical Operations Charter
1. KTSR- Keep The Site Running
2. Scalability
3. Availability
4. Security
7
Before Splunk
Decentralized Logging
Lot of Silos- limited visibility between
systems
Tail different logs to identify issues
Longer MTTR!
8
Our Splunk Story
Started with 10GB License
Limited visibility
– license did not span all application servers
Splunk initially used reactively as
troubleshooting tool
We were not using Splunk to its maximum
potential!
How does Splunk help me...
Data-driven
decisions
across the
enterprise
Capacity Management
Root cause analysis
Proactive alerting
User/Usage analytics
Zoosk Releases
Security and forensics
10
Splunk Design at Zoosk
11
Splunk at Zoosk Today
100 GB license
250 Splunk forwarders
3 Splunk clusters, 2 indexers/cluster
Indexing all data – syslog and application logs
Integrated to LDAP system, Ganglia and NAGIOS
Apps: SoS, Deployment Monitor
12
What I Like about Splunk
Reduce MTTR
– Identify patterns from outliers
– Resolution time lowered from hours to minutes
Better reporting
– Exec Dashboards
– Proactive reports and Notifications
Opex Savings
Better PCI Compliance
13
Wish List ..
Index usage
– Difficult to discern accurate data
–Splunk license usage app only provides
estimates
Restrictive server roles
– Need a separate management server for
cluster management
14
What’s Next: Security
Data detection
– Gathering instead of hunting
Incident Response
– Don’t chase the information, let it come to you
Create a paradigm shift
– Re-think the relationship between your systems,
processes, and people
– The traditional tools won’t save you
15
What’s Next
Viability of Hadoop Connect at Zoosk
Explore usage of Hunk
Increase usage of Splunk as alerting
platform(for OS specifically)
Better usage of syslog data
Thank You

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Splunk live! customer presentation – zoosk

  • 1. Copyright © 2014 Splunk Inc. Splunk at Zoosk Dheeraj Khanna Sr. Director, Technical Operations
  • 2. About Zoosk Serving 27M Active Members Globally The Leader in Mobile Dating #1 Grossing App in Social Networking* on iTunes Top 20 Grossing App Overall The Only Global Online Dating Platform Available in 80 Countries Translated into 25 Languages Payments in 55 Currencies * U.S.
  • 3. Data Driven Recommendation Engines for Matching Consumers With What They Want Big Data is Changing Lives Entertainment Shopping Dating
  • 4. How Our Behavioral Matchmaking™ Engine Works A Smarter Way to Date Real-Time Matches a Person Is Likely to Be Mutually Attracted To Capture User Interaction Model User Behavior Suggest Matches Learn About User Messages Sent Messages Ignored Messages Responded To Clicks
  • 5. 5 My Background Happy Zoosker for last 18 months Active Splunker for 10+ years Needle, Haystack, Found I was raised in India yet I cannot stand spicy food
  • 6. 6 Technical Operations Charter 1. KTSR- Keep The Site Running 2. Scalability 3. Availability 4. Security
  • 7. 7 Before Splunk Decentralized Logging Lot of Silos- limited visibility between systems Tail different logs to identify issues Longer MTTR!
  • 8. 8 Our Splunk Story Started with 10GB License Limited visibility – license did not span all application servers Splunk initially used reactively as troubleshooting tool We were not using Splunk to its maximum potential!
  • 9. How does Splunk help me... Data-driven decisions across the enterprise Capacity Management Root cause analysis Proactive alerting User/Usage analytics Zoosk Releases Security and forensics
  • 11. 11 Splunk at Zoosk Today 100 GB license 250 Splunk forwarders 3 Splunk clusters, 2 indexers/cluster Indexing all data – syslog and application logs Integrated to LDAP system, Ganglia and NAGIOS Apps: SoS, Deployment Monitor
  • 12. 12 What I Like about Splunk Reduce MTTR – Identify patterns from outliers – Resolution time lowered from hours to minutes Better reporting – Exec Dashboards – Proactive reports and Notifications Opex Savings Better PCI Compliance
  • 13. 13 Wish List .. Index usage – Difficult to discern accurate data –Splunk license usage app only provides estimates Restrictive server roles – Need a separate management server for cluster management
  • 14. 14 What’s Next: Security Data detection – Gathering instead of hunting Incident Response – Don’t chase the information, let it come to you Create a paradigm shift – Re-think the relationship between your systems, processes, and people – The traditional tools won’t save you
  • 15. 15 What’s Next Viability of Hadoop Connect at Zoosk Explore usage of Hunk Increase usage of Splunk as alerting platform(for OS specifically) Better usage of syslog data

Hinweis der Redaktion

  1. Found in 2007