opinions are interesting –“big data” is illuminating air ...data collection methods • human...
TRANSCRIPT
Opinions are Interesting – “Big Data” is Illuminating
Air Force - Kim Brown
Data at the Speed of
Combat Operations
Data Must Provide Value THAT MATTERS
Data as THE Asset
As Important As Fuel
▪ Connect the front to the rear
▪ Flow seamlessly
▪ Reflect real and near-real time status
▪ Be visible at all levels
▪ Have the right validity, volume, veracity, velocity,
variety
Logistics Data Characteristics
▪ Have role-based business rule/access
▪ ERP must be a tool for transactional business processes
– NOT a decision tool
▪ Have user-friendly configurable views
▪ Have flexible & adaptable interfaces with relevant Log
systems
Data Collection Methods
• Human centered maintenance approach
• Integration of advanced tools with inherent ubiquitous
and pervasive analytics • Interactive point of generation collection
• Advanced data analytics and data scientist applications
• Effective data output streams to feed into AF LOG-IT
TODAY TOMORROW FUTURE
Manual entry, pen/paper Full automation
w/ ubiquitous & pervasive
Enhanced Data Integrity
Enhance the Maintainer’s Job!Enhance the Maintainer’s Job!
Current State
ESCAPE
MROi
Strike Team 3:
LogIT Cloud
Migration
Basing & Logistics
Analytics Data
Environment
(BLADE)
AF CDO Architecture
Enterprise Information
Model
Data Management (Metadata Management, Data Standards, Discovery, Data Quality, MDM, Architecture, Security)
Strike Team 2:
Data Services,
Analytics, LIMS-EV
Strike Team 1:
LogIT Clustering /
Consolidation
LCI Data Integration
Current State Transitional State End State
?Other CI’s
LCI Data Integration
End State Architectural Framework -A4 Basing & Logistics Analytics Data Environment