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Big Data Analytics @ Munich Re - VIII. International Istanbul Insurance Conference - Irmingard Eder (2016)
1. Big Data Analytics @ Munich Re
VIII. International Istanbul Insurance Conference
6 October 2016
Irmingard Eder
Data Scientist, Munich Re
Center for International Earth Science Information Network - CIESIN - Columbia University. 2016. Gridded Population of the World,
Version 4 (GPWv4): Population Count. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC).
2. Agenda
4. Juli 2018 2
Data Analytics Framework
1 Example for Current Analytics
Activity2
3. Loc-based services
Smart Home
Telematics
Virtual
Assistant
Systems
Haptic
Technologies
Integrated
Systems
Autonomous Systems
and Devices
Automated
Decision
Taking
Cloud/Client
ArchitectureNew Payment
Models
Big Data
Internet
of Things
Cybersecurity
Digitalization
Computing
Everywhere
Robotics/Drones
Wearable Devices
Risk-based
Security
Context-aware
Computing
Open Data
Collaborative
Consumption
Predictive
Analytics
Industrialization 4.0
Web 4.0
Web-Scale IT
Software-defined
Anything
Crowdsourcing
Mobile Health
Services
3D Printing
Augmented and virtual worlds
Citizen Development
User Centered Design
Digital
Identity
On-Demand-Everything
Big Data in Trend Radar
4. Juli 2018 3
Big Data
Digitization
Internet of Things
4. When does it become BIG Data?
4. Juli 2018 4
43 zettabytes of data will probably be generated by 2020
300 times the volume in 2005
40,000,000,000,000,000,000,000
ByteKilobyteMegabyteGigabyteTerabytePetabyteExabyteZettabyte
Source: IBM
4 KB Commodore VC 20
3.5 inch floppy disk
Data contained in a library floor
4 TB in Memory Big Data Platform MR
Petabyte Storage Big Data Platform
Google, Facebook, Microsoft…
All words ever spoken by humans
Yes or No
5. Big Data
Analytics
Methods
Regression Models
Machine Learning
Models
Text Mining
Technology
Hardware
(Compute power)
Software
(SAS, R, Spark, …)
Data
Internal Data
External Data
Structured Data
Unstructured Data
People
Data Scientists
Data Engineers
Business People
Big Data Analytics is a Combination of Methods,
Technology, Data and People
54. Juli 2018
6. Agenda
4. Juli 2018 6
Data Analytics Framework
1 Example for Current Analytics
Activity2
7. Pilot Fact Sheet
M.IN.D. – Digital Big Data Platform for efficient Risk Management
4. Juli 2018 7
Easier, faster and cheaper information about exposure
and losses
Transparency on all exposures and losses independent of
participation and risk assessment
Database on loss events allows in-depth trend detection
Faster & more effective claims managementM.IN.D
BenefitsResults