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THE ANALYTICS OF THINGS
BERN 10TH OF MAY 2016
MICHAEL PROBST
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Is there a problem?
Is there a prediction?
Is there a solution?
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nternet
OF
hings
I
T
Healthcare
Connected Car/
Transportation
Communications
Energy
Connected CustomerSmart Cities and Homes
Surveillance
Building
Management
Agriculture
M2M & Wireless
Sensor Network
Retail
Manufacturing
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IOT ANALYTICS AS A KEY ENABLER
“IoT creates a big data problem that analytics must solve —
transform huge volumes of data into a small quantity of
usable/actionable information.”
- Peter Middleton, Gartner- Peter Middleton, Gartner
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THE IOT PROMISE
New Business Models
Quality of Life
Early Warnings
Efficiencies
New Value
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THE IOT PROMISE
AnalyticsDATAB I G
IoT High Velocity
Complex
Large
New Business Models
Quality of Life
Early Warnings
Efficiencies
New
Value
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THE IOT PROMISE
AnalyticsDATAB I G
IOT High Velocity
Complex
Large
New Business Models
Quality of Life
Early Warnings
Efficiencies
New
Value
Act
Understand ActSense
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Connected Service
Improving service
operations through
predictive maintenance.
SAS IoT Analytics
provides a global
healthcare
manufacturer with new
insights that proactively
identify equipment
issues, positively
impacting customer
satisfaction and service
profitability.
SAS IoT Analytics
quickly detect and alert
of leaks and abnormal
water usage, providing
the city and their
citizens valuable
information that help
them use water more
wisely.
A national US retailer
is using analytical
software from SAS to
better understand and
enhance its customers'
shopping experience,
while helping to
increase the retailer's
overall profitability.
Connected Retailer Connected Cities Connected Energy
Improving profitability
and customer service
by leveraging data
from smart meters,
applying SAS IoT
Analytics, to more
accurately predict both
short and long term
demand.
INTERNET
OF THINGSINTELLIGENCE FOR THE CONNECTED WORLD
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INTERNET
OF THINGSCHALLENGES
Security (Risks!)
Analytics (3V)
Technology (Integration)
Use Case development
Challenges
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INTERNET
OF THINGSSENSORS
°
V/A/Ω
Lat/Lng
bar
Wind/Speed
Humidity
Frequency
km/h mph
G
dB
open/closed
on/off
Lumen
°C/F
Sensors
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on/off
Event
INTERNET
OF THINGSEVENT OR CONSTANT MEASURING
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INTERNET
OF THINGSEVENT OR CONSTANT MEASURING
Permanent
stream of data
bar
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INTERNET
OF THINGSACTUATORS
bar
on/off
Actuator
V/A/Ω Switch
Regulate pressure
Regulate current/voltage/resistance
...
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Streaming Analytics
Realtime Decisions
ANALYTICS
OF THINGSDATA STREAMS AND ANALYTICS
Other actions
(eg. API Call)
Complex rules
Peer to Peer (direct M2M)
Dashboard Operator
SAS/Analytics Data Scientist
Enterprise Data
Datastore(eg. Hadoop)
ActuatorSensor
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How to accelerate the data analysis?
In-Memory Analytics
Where to go with the all the data?
Hadoop
Analyse and act close to the
sensor and actuator?
Event Stream
Processing
How to monitor the
data streams?
ExplorativeVisualisation
How to manage models
effectively?
Model Management
How to improvethe data analysis?
MachineLearning
ANALYTICS
OF THINGSIOT CAPABILITIES
acceleratescale dynamizie actFind/explore manage
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ANALYTICS
OF THINGSIOT STRATEGY – DATA DRIVEN APPROACH
ActuatorSensorOther actions
(eg. API Call)
SAS/Analy tics
Streaming Analy tics
Realtime Decisions
Enterprise Data
Datastore(z.B. Hadoop)
Enrich
Collect
Exploration Analytics
„ Engineer“ Data Scientist
Collaboration
Easy data access Fast and scalable in-Memory technologyHadoop
based data management
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ANALYTICS
OF THINGSANALYTICS LIFECYLCE
Discovery Deployment
Iterative
Leading Edge
Experiments
Fail Fast
Data Science
Interactive
New data
Innovation
Governed
Deep Learning
Robust
Automated
Regulated
Actions
Consistent
Documented
Decisions
Prepare
Explore
Model
Implement
Act
Evaluate
Ask
Data
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Deploy
ANALYTICS
OF THINGS
IOT ANALYTICS LIFECYCLESENSE – UNDERSTAND - ACT
ETL
Data Data Storage
Alerts / Reports/ Decisioning
De
plo
y
f
IoT Data Intelligent Filter / Transform
Streaming Model Execution
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ANALYTICS
OF THINGSFROM THE LAB TO THE FACTORY
Discovery Deployment
Iterative
Leading Edge
Experiments
Fail Fast
Data Science
Interactive
New data
Innovation
Governed
Deep Learning
Robust
Automated
Regulated
Actions
Consistent
Documented
Decisions
Prepare
Explore
Model
Implement
Act
Evaluate
Ask
IoT Analytics FactoryIoT Analytics Lab
Exploration
Analysis
Fast model development
Quick validation
Model Deployment
Performance Management
Stream-Processing
Decisions and actions
Identify and evaluate Operationalize
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