nesnelerİn analİtİgİ: nesnelerİn İnternetİndekİgercek …€¦ · internet of thİngs sas...
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NESNELERİN ANALİTİGİ: NESNELERİN İNTERNETİNDEKİ GERCEK DEGER
THE VALUE OF ANALYTİCS İN İNTERNET OF THİNGS (İOT)
Tuba Islam, SAS Global Technology Practice, Advanced Analytics, UK
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Market potential
of iot in 2025
estimated as
$11 Trillion
Source: McKinsey Global Institute analysis 2014
ECONOMİC İMPACT WHAT CAN İNTERNET OF THİNGS BRİNG TO YOUR BUSİNESS?
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SENSORS EVERYWHERE IT İS HAPPENİNG…
iot provides
big streaming data
for analytics to help
making better
decision in real time
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DATA EVERYWHERE … AND İT İS NOT NEW
Next Generation drilling rigs produce between 7 to 8 terabytes of operational data per day
A twin engine Boeing aircraft produces 10 terabytes of data per 30 minutes of operation – per engine, over 200 terabytes between LA and NYC
Automobiles in the US collect over 1 petabyte of operational data per DAY
Crowd-sourcing via smartphone apps and GPS devices is revolutionizing the way in which traffic information is collated and analyzed
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INTERNET OF THINGS WHAT IS DIFFERENT NOW?
Edge of Network
Operational Apps
Operational Data Store
Databases
CONNECTED Sensor
Readings
Enterprise Data Warehouse
Change in Mindset!
Gateways
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EdgeAnalytics
In-MotionAnalytics
At-RestAnalytics
Network Systems, Surveillance
Monitor equipment on the platform for failures and safety
issues, and take action
Identify fraudulent transactions and be alerted in real-time
Intelligently integrate customerinformation with real-time
streaming data
Strategic Data IntegrationTransactions, Logs, Clickstreams
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INNOVATİVE İDEAS VALUE İS CREATED BY MAKİNG SENSE OF DATA
Connected Devices
Data
Insight
Action
Smart CitySmart Insurance Smart CarSmart Grid
Sensors embedded in road surface
Connected IndividualBluetooth dongle
reading vehicle dataConnected PMUs
Detect weather, predict traffic, sense 911 vehicles
Detect where & how one drives
Predict unsafe conditions & likely
collision
Detect voltage instabilities on
transmission network
Adjust speed limits and shift lane directions to
optimize traffic flow
Offer insurance for actual usage and risk
Slow the vehicle, alert the driver
Trigger corrective actions to maintain grid reliability
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INTERNET OF THİNGS SAS STREAMİNG ANALYTİCS
Capture Data from
Devices
Store Data
AnalyseData
AnalyseData at
the Edge
• Extensive, pre-built data quality routines which correct and normalize data
• Automatically determine data to act on, store, or ignore
• Embed forecasts, predictive models, descriptive and text-based algorithms into event streams
• Native Adapters and connectors
• Directly tap into data streams at source
• Connect to multiple streams across different formats
• Unmatched analytics breadth and depth
• Instantaneous insight into market and customer dynamics
• Investigate new stream trends in depth, and enhance stream models with new learning
• Hadoop and in-memory processing enables to generate value for decisions at scale.
• Cloud analytics help reduce the costs and administrative challenges
Consume Streaming Data Converged data platforms
Manipulate data in-motion
Streaming Analytics
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INTERNET OF THİNGS ACTİONS… HOW ARE THEY DİFFERENT NOW?
Faster
Highly Granular
Greater Precision
Improve organizational agility
Zooming in to unlock value
Efficient processes with improved relevancy
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BUSINESS CHALLENGE
• Detect relevant patterns in patient real-time data to alert critical care
• Monitoring Patient vital statistics from various sensors across different
equipment
• Monitoring Incoming lab results joined with real time sensor data
WITH SAS STREAMING ANALYTICS
• Monitor data to trigger actions based upon detected patterns
• Send messages across email and SMS
• Alert immediately appropriate critical care teams
• Send immediate recommendation to remote patient
PATİENT MANAGEMENT
HEALTHCARE
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TRADER SURVEILLANCE
FİNANCE
Marking the Close: attempting to influence the closing price of a security by executing purchases at the close of normal trading hours.
Front-running: broker buys securities for his own account before buying the same securities for his customer, then sells when the price rises
Restricted Sale: sales of securities that have ownership restrictions.
SAS Event Stream Processing
Event StreamSources/Publishers
Brokers
TradesTrades
Market Feed
Restricted Securities
Venue Trade Windows
Brokers of Interest
Restricted Securities
Venues Trades
Trades of Interest
(join)
Front-running Patterns
(procedural)
Restricted Sales(join)
Marking Open/Close
Patterns(procedural)
Front-Running
Alert
Restricted
Sale Alert
Open/Close
Mark Alert
Trades of Large Size
(filter)
Broker Alerts
(aggregate)
Broker Alerts
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BUSINESS CHALLENGE
Limited sharing of product and warranty information between the three brands: Volvo, Renault, Mack
Anticipating breakdowns and incidents as far upstream as possible, to ensure the maximum availability of the customers' fleets
WITH SAS ANALYTICS “With the widespread use of electronic boxes, we were able to track dozens of indicators while the truck is operating and define alert thresholds to allow us to act proactively –before an incident happens.
In case of an incident, we can take account of all the contextual factors: oil, water, vehicle load and external temperature. We don't analyse an incident in Russia at minus 20 C and another incident in Spain at 40 C in the same way. Analytics can shed light on events where the human eye would not necessarily see a link and helps us prioritize the actions we should take.”
Eric Bélot, Head of Statistical Analysis of Product Quality Data for EMEA
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INTERNET OF THINGS OUR GLOBAL CUSTOMER BASE
SAS integrates data for a single
customer view; provides network
performance analytics; improves
reporting efficiency
SMRT created the Information Fusion Centre in 2013
to be the central repository and hub for internal
business units to draw and visualize data from
internal business units.
With new data, including more passenger
information, mobile lines, Wi-Fi connection
logs and video, SNCF can further improve
service levels and manage train stations in
real time.
Based on SAS®, Volvo analyzes more than 100
parameters to predict the wear on a component,
identify abnormal events and speed up the
diagnostics of incidents affecting a vehicle.
SAS Analytics helps to bring
consumption, weather, population and
economic factor data together to
create accurate consumption
forecasts and create relevant
scenarios.
Greater insights into energy usage
patterns will pinpoint where
energy distribution is not efficient
so Eandis can quickly resolve
issues or recommend investments
that will yield the greatest
improvements to grid efficiency
SAS Analytics is used for
reduction in electricity theft as
one of the major components
of their business case for
rolling out smart meters
Cemig saves hundreds of
thousands of dollars a month
by using analytics to detect
energy theft and technical
failures.
SAS Analytics delivers
predictions of failures and
RiskMap of electricity network
equipment to determine future
investment.
Macys.com – is using analytical
software from SAS to better
understand and enhance its
customers' shopping experience,
while helping to increase the retailer's
overall profitability.
SAS Analytics will help Ford to
improve its customer experience,
connected vehicle, mobility and
connected dealer efforts as well as
other IoT focus areas to improve
overall customer satisfaction
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INTERNET OF CATS!!!
I know where your cat lives
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THANK YOU