Machine Data for the Masses
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Transcript of Machine Data for the Masses
WHO I AMCo-Founder & CTO, Sumo Logic
Cloud-based Machine Data Analytics Service
Applications, Operations, Security
Chief Architect, ArcSight
Major SIEM player in the enterprise space
Log Management for security and compliance
AGENDAParadox 1
Nach dem Spiel ist immer vor dem Spiel
Paradox 2
Processing data creates exponentially more data
Conclusion
Machine Data is Continuous Intelligence
OPTIMIZATION
PARADOX 1
Nach dem Spiel
ist immer vor dem Spiel
“After the game is before the game”
SOFTWARE IS EATING THE WORLD
DATA IS EATING YOUR BUSINESS
Data is growing 2X YoY
5%Analyzed
95% Underground
MACHINE DATA
Data generated by machines (d’oh!)
Machine Data is data that was produced entirely by machines, or data that is more about observing humans than recording their choices
Curt Monash, Database Analyst Guru
MACHINE DATA
Data generated by machines (d’oh!)
Logs, CDR, Trades, Telemetry, Security Events
MACHINE DATA
Data generated by machines (d’oh!)
Logs, CDR, Trades, Network & Security Events
Poly-structured, instructions not included
Comes at you in real-time
A lot of it, and growing exponentially
PARADOX 2
Processing data creates exponentially more data
THIS IS PRODUCTION
YOU ARE HERE
• CEO / Board / Shareholders
• Customers
• Partners
• Customer Success
• CSO / VP Security
• Product Management
App Log
App Monitoring
Infra Monitoring
Ad-hoc Tools
Cloud Management
Infra Log
Security Tools
Compliance Reporting
Dev Tools
Modern Application
OpsDevOps
LOBSecurity
MACHINE DATA IN 3 DIMENSIONS
Data
Use Case
Actor
DIMENSION: USE CASE
Reactive
Predictive
Proactive
Complex Fault & Root Cause Analysis
REACTIVE
How Long Until Problem Identified & Resolved?
Watch What Happens Live
PROACTIVE
How Long Until You Know You Have A Problem?
Attempt To Prevent Bad Things
PREDICTIVE
How Can We Not Have A Problem At All?
DIMENSION: DATA
Data Surfing
Aggregation
DIMENSION: ACTOR
Machine
Man
Correlation
Causation
1,200+ ENTERPRISE CUSTOMERS WITH OVER 10,000 USERS
Financial&Prof.Services
Travel SaaS&Cloud Media&Entertainment
Retail,Industrials&Mfg. Gov.&Education Tech.&Communications Healthcare
AsofMarch2016
SUMMARY
Machine Data is
Continuous Intelligence
@raychaser
