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Michiel.Toes@smtware.com
The Age of Software Defined Business
Passie
Kwaliteit
Continuïteit
Toegevoegde waarde
SMT
YESTERDAYTODAY
BANK
The Age of Software Defined Business
Login
Saldo
Overmaken
Aandelen
Mobile
Big data
SOA
NOSQL
Cloud
Agile
Web
Challenge
Listen to your data
Harnessing	
  Machine	
  Data	
  Requires	
  a	
  New	
  Approach	
  
7	
  
2013-08-09 16:21:38 10.11.36.29 98483 148 TCP_HIT 200 200 0 622 - - OBSERVED GET
www.neverbeenseenbefore.com HTTP/1.1 0 "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1;
SV1; .NET CLR 2.0.50727; InfoPath.1; MS-RTC LM 8; .NET CLR 1.1.4322; .NET CLR 3.0.4506.2152; )
User John Doe,"
08/09/2013 16:23:51.0128event_status="(0)The operation completed successfully. "pid=1300
process_image="John DoeDeviceHarddiskVolume1WindowsSystem32neverseenbefore.exe“
registry_type ="CreateKey"key_path="REGISTRYMACHINESOFTWAREMicrosoftWindows NT
CurrentVersion Printers PrintProviders John Doe-PCPrinters{} NeverSeenbefore" data_type""
2013-08-09T12:40:25.475Z,,exch-hub-den-01,,exch-mbx-cup-00,,,STOREDRIVER,DELIVER,
79426,<20130809050115.18154.11234@acme.com>,johndoe@acme.com,,685191,1,,,
hacker@neverseenbefore.com , Please open this attachment with payroll information,, ,
2013-08-09T22:40:24.975Z
8
Sources
Time Range
Endpoint
Logs
Web Proxy
Email Server
All three occurring within a 24-hour period
User Name
User Name
Rarely seen email domain
Rarely visited web site
User Name
Rarely seen service
Machine	
  Data	
  is	
  a	
  Gold	
  Mine	
  for	
  Opera=onal	
  Intelligence	
  
Big Data requirements
Accessible, Usable, Valuable
Common Uses and Maturity Solution AreasAny log files
Custom applications
Web servers
User clickstreams
Social platforms
Servers/Hypervisors/
Virtual Machines
Configs
Structured,
Un-Structured
Semi-Structured
Telecoms devices
Storage devices
Network devices
Security devices,
Firewalls, IDS
Databases
Web Services
System metrics
GPS
DNS, DHCP
AAA Logs
Proxy servers
Scripts
Sensors
New Approach
ReactiveSearch + Investigate
ProactiveProactive Monitoring
ValueBusiness Insights
DEVELOPER	
  FRAMEWORK	
  
Big Data Platform
Fast Time to Value
Secure & open platform
Agile Reporting and Analytics
Scales from Desktop to Enterprise
Universal Machine Data
Real Time Architecture
Schema on the Fly
ServiceOperational Visibility
ê MTTR or MTTI
ê Escalations
é Uptime
é KPI’s, SLAs, QoE
Real Time Business Vision
é Value
IT Operations Management
Application Management
Security & Compliance
Business Analytics
Internet of Things
Web Intelligence
Connectors Database
Limits Silos
First
anomaly
The
anomalies
starts to
spread
Customers can't
reach the
system!
The systems are
back
CRASH
IT-monitoring
detection
Anomaly Detection – Data Scientist in the box
Bezoek ons bij stand #5 voor een live demo

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Big Data Expo 2015 - SMT Ware The Age of Software Defined Business

  • 1. Michiel.Toes@smtware.com The Age of Software Defined Business
  • 3. YESTERDAYTODAY BANK The Age of Software Defined Business
  • 7. Harnessing  Machine  Data  Requires  a  New  Approach   7  
  • 8. 2013-08-09 16:21:38 10.11.36.29 98483 148 TCP_HIT 200 200 0 622 - - OBSERVED GET www.neverbeenseenbefore.com HTTP/1.1 0 "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; .NET CLR 2.0.50727; InfoPath.1; MS-RTC LM 8; .NET CLR 1.1.4322; .NET CLR 3.0.4506.2152; ) User John Doe," 08/09/2013 16:23:51.0128event_status="(0)The operation completed successfully. "pid=1300 process_image="John DoeDeviceHarddiskVolume1WindowsSystem32neverseenbefore.exe“ registry_type ="CreateKey"key_path="REGISTRYMACHINESOFTWAREMicrosoftWindows NT CurrentVersion Printers PrintProviders John Doe-PCPrinters{} NeverSeenbefore" data_type"" 2013-08-09T12:40:25.475Z,,exch-hub-den-01,,exch-mbx-cup-00,,,STOREDRIVER,DELIVER, 79426,<20130809050115.18154.11234@acme.com>,johndoe@acme.com,,685191,1,,, hacker@neverseenbefore.com , Please open this attachment with payroll information,, , 2013-08-09T22:40:24.975Z 8 Sources Time Range Endpoint Logs Web Proxy Email Server All three occurring within a 24-hour period User Name User Name Rarely seen email domain Rarely visited web site User Name Rarely seen service Machine  Data  is  a  Gold  Mine  for  Opera=onal  Intelligence  
  • 9. Big Data requirements Accessible, Usable, Valuable Common Uses and Maturity Solution AreasAny log files Custom applications Web servers User clickstreams Social platforms Servers/Hypervisors/ Virtual Machines Configs Structured, Un-Structured Semi-Structured Telecoms devices Storage devices Network devices Security devices, Firewalls, IDS Databases Web Services System metrics GPS DNS, DHCP AAA Logs Proxy servers Scripts Sensors New Approach ReactiveSearch + Investigate ProactiveProactive Monitoring ValueBusiness Insights DEVELOPER  FRAMEWORK   Big Data Platform Fast Time to Value Secure & open platform Agile Reporting and Analytics Scales from Desktop to Enterprise Universal Machine Data Real Time Architecture Schema on the Fly ServiceOperational Visibility ê MTTR or MTTI ê Escalations é Uptime é KPI’s, SLAs, QoE Real Time Business Vision é Value IT Operations Management Application Management Security & Compliance Business Analytics Internet of Things Web Intelligence Connectors Database Limits Silos
  • 10. First anomaly The anomalies starts to spread Customers can't reach the system! The systems are back CRASH IT-monitoring detection Anomaly Detection – Data Scientist in the box
  • 11. Bezoek ons bij stand #5 voor een live demo