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Internet of Things
And other interesting technology trends
Jim Boland
Software Architect
Cognos Analytics
IBM Canada Ltd
@neoslimjim
Trends in computing
• Wearable technology
• iBeacons, BLE and micro-location context
• Contextual and Anticipatory computing
• Virtual assistants
• IoT, big data and analytics
• Wrap up: how all this is about plugging us into the IoT!
Mainframe Desktop PC Laptop Mobile
(smartPhone/tablet)
Trends: Moore's law, computing distribution, personal/specialized, mobility
...
Wearables
vandrico.com/wearables
• Head: 63. 71
• Neck: 12 13
• Chest: 10 12
• Torso: 19 22
• Arm: 8 10
• Wrist: 119 160
• Hand: 5 7
• Fingers: 10 12
• Legs: 9 10
• Feet: 9 10
2014 2015
Wearable market size estimates varies greatly
Wearables
• Wearables complement (rather than replace) smartPhones
• Wearable technology is about the more seamless integration of tech:
• Notifications - SmartWatches, SmartGlasses
• Sensors - Fitness/health devices
• Remotes and Identification
• Virtual Assistants
SmartWatch & Glasses
• While much of the hype is with these, not the early
success...
Fitness/Health
• Fitness/health devices the early leader
in wearables
• Sensors to monitor heart rate, activity,
sleep, etc.
• Nike abandoned the Fuelband
Remotes
• Want an interface like Minority Report and Tony
Stark?
• Map physical gestures to intent, from:
• Fingers - Fin ring
• Arm - Myo ( Thalmic Labs)
• Wrist - Glance (kiwi wearables)
Identification
Wearables represent your identity for:
• Payment systems - Apple Watch and ApplePay
• Application/device - vivalnk tatoos
• Physical security - Kevo locks
• Contextual/anticipatory computing
As well, wearable biometric sensors create ways for establishing identity:
• Touch ID - Fingerprint scanners
• Nymi - heartbeat signature
Smart Shoes?
• Vibration in respective shoe to indicate right/left turn
Wearables ecosystem
Google and Apple platforms for wearable tech:
• Android wear
• Google Fit
• Apple HealthKit
• Apple WatchKit
And the most important area…
Power!
• The success of technologies to reduce the inconvenience of
having wearables charged may be the biggest single factor
affecting wearables adoption
Summary on wearables
• Still early days, with very mixed forecasts
• Apple and Google getting behind it
• Overall themes:
• Collect sensor data to gain context of the user
• Unobtrusive means to feed information back to the user
• Represent the user remotely (intent and identity)
• There are technical challenges still: security and power
• Bluetooth Low-Energy an enabler for power and communications
iBeacon
• Conceptually similar to a GPS satellite, but at a micro-location (and often indoors) scale
• In a store with a beacon in each department, the phone app knows where it is, by which
beacon(s) it sees
• iBeacons don't track/collect data from phones. Without an installed app, there is no interaction
with the phone/beacon
iBeacons
"I'm
beacon
#53"
iBeacon and BLE
• iBeacon is based on Bluetooth Low-Energy (BLE)
• Bluetooth 4.0 spec allows BLE and/or "classic"
• Characteristics difference of BLE (vs. "classic" Bluetooth)
• Simpler pairing
• Lower power consumption
• Lower data exchange
• iOS 5, Windows Phone 8.1, Android 4.3, BlackBerry 10
• An enabling technology for wearables, and IoT interconnectivity
Micro-location in apps
• Contextual retail assistance
• Indoor mapping/directions
• Home automation
• Tealeaf/Google Analytics style analytics of in-store foot traffic
• Micro-location based geo-fencing/context
iBeacon Competitors
• Apple doesn't produce iBeacons itself (yet*) - Radius, Estimote, Kontakt,...
• Other micro-location technologies:
• Google Eddystone - BLE
• Gimbal (formally Qualcomm) - BLE
• IBM Presence Insights - WiFi, BLE, others
• Philips Intelligent Lighting - VLC
• GE/ByteLight - VLC, BLE
• Indoor Atlas - Magnetic field variations
• Samsung Placedge - BLE (no app required)
Contextual Computing
Better understand the context of a user request, in terms of:
• Context from device sensors
• Context from user interaction history
• Context from user profile/social graph
Providing context of who, where, when and the previous
conversation
Siri example
Next request in context
of first
Affective Computing
• Special case: using context of a user, to understand
how people feel and emotions (and adapting
responses as a result)
• With the pervasive sensors of smartphones and
wearables, there is a new source of information
Anticipatory Computing
• Contextual computing: context is used to interpret a
user request
• Anticipatory computing: monitors context and
anticipates user's need without an explicit request
Google Now
• Uses context like your schedule, location, time of day, and past behaviors
• Eg. deliver the weather for the day and the morning traffic before you leave home.
• Notifies the user with “Cards,” when new information is available.
"Launch Here" iPhone
app
• "Anticipates" which tool you
need, when you take out your
iPhone
• Uses micro-location context
(iBeacons)
• Signul triggers events when you
enter “beacon zones”
"Invisible buttons"
• Amber Case [ESRI/Geoloqi] coined the term "invisible buttons"
• Concept: instead of touching a button on a smartphone as the
trigger for an action, the user becomes the trigger by entering a
geofenced area
• Ultimate example of the User Interface getting out of the way
• Example: my house! (Kevo lock, 21 iBeacons, Hue lights, airPlay
speakers)
Virtual Assistants
• Ties a lot of the previous ideas together
• Examples:
• Siri [Apple]
• Google Now [Google]
• Cortana [Microsoft]
• Nina Mobile [Nuance]
• Often based on voice technologies
Voice Interface
• Google: Voice search usage has more than double over
the previous year
• 55% of teens/43% of adults use voice search more than
once a day
IoT and Big Data
• IoT = devices sending and receiving data
• IoT = LOTS of devices, sending LOTS of data, ALL the time
• IoT = Big Data!
1001010
1001010
1001010
1001010
Making sense of big data
• How do you get value from all that data?
• Analytics can help!
Data in motion
• Streaming analytics
• Scalable solutions to tame the firehose
• Latency sensitive response
• Realtime feedback
• Moving averages
• Identify out of range values
• Smooth out jittery sensor data
Data in motion: Connected car
• http://m2m.demos.ibm.com/connectedCar.html
Data at Rest
• Batch analytics
• Historical analysis
• Trends
• Outliers
• Correlations in the data
• Predictive analytics
• Stream analytics, batch analytics - both have a role in IoT!
Database
Data at rest:
SmartHouse
• http://www.ibm.com/extremeblue
• Fitbit for your house
• All the data from the sensors, combined with external data (e.g. Weather) creates a
rich big data source to mine for "interesting bits". Different external data sources can
be included to provide more context to do "smarter analysis"
• Running that data source through Analytics will identify the "findings"
• Trend analysis: Identify patterns over time, and identify outliers (Watson Analytics)
• Identify correlations between elements (IBM Catalyst)
• Predictive analytics(SPSS)
• Predicitve maintenance & Quality (IBM PMQ)
Big Data
Stream
Weather
Service
Analytics
Findings
Sensor data
Scenario 1: The night of the mouse
Scenario 2 - Rainy day people
• Today was a rainy day, and a set of
sensors on one exterior wall showed
increased humidity
• The system notices a trend of humidity
increases, on the last 10 days with over
15mm of rain. Moreover, the humidity
rate is trending up on each subsequent
rainy day
• Again, the system matches this sensor
pattern against the database and notifies
Mary of the potential of a leak.
Analytics in bluemix
• Trying analytics out!
• Freemium account:
https://console.ng.bluemix.net
Watson Analytics
• Cognitive computing - machines doing the analysis
• Freemium account:
www.ibm.com/analytics/watson-analytics/
Plugging us into the IoT!
Overarching themes:
• Bring computing closer to where it needs to be
• Smarter analytics of all this data improve the information
It's a fun time to be involved in technology!

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Iot, analytics and other trends

  • 1. Internet of Things And other interesting technology trends Jim Boland Software Architect Cognos Analytics IBM Canada Ltd @neoslimjim
  • 2. Trends in computing • Wearable technology • iBeacons, BLE and micro-location context • Contextual and Anticipatory computing • Virtual assistants • IoT, big data and analytics • Wrap up: how all this is about plugging us into the IoT! Mainframe Desktop PC Laptop Mobile (smartPhone/tablet) Trends: Moore's law, computing distribution, personal/specialized, mobility ...
  • 4. vandrico.com/wearables • Head: 63. 71 • Neck: 12 13 • Chest: 10 12 • Torso: 19 22 • Arm: 8 10 • Wrist: 119 160 • Hand: 5 7 • Fingers: 10 12 • Legs: 9 10 • Feet: 9 10 2014 2015
  • 5. Wearable market size estimates varies greatly
  • 6. Wearables • Wearables complement (rather than replace) smartPhones • Wearable technology is about the more seamless integration of tech: • Notifications - SmartWatches, SmartGlasses • Sensors - Fitness/health devices • Remotes and Identification • Virtual Assistants
  • 7. SmartWatch & Glasses • While much of the hype is with these, not the early success...
  • 8. Fitness/Health • Fitness/health devices the early leader in wearables • Sensors to monitor heart rate, activity, sleep, etc. • Nike abandoned the Fuelband
  • 9. Remotes • Want an interface like Minority Report and Tony Stark? • Map physical gestures to intent, from: • Fingers - Fin ring • Arm - Myo ( Thalmic Labs) • Wrist - Glance (kiwi wearables)
  • 10. Identification Wearables represent your identity for: • Payment systems - Apple Watch and ApplePay • Application/device - vivalnk tatoos • Physical security - Kevo locks • Contextual/anticipatory computing As well, wearable biometric sensors create ways for establishing identity: • Touch ID - Fingerprint scanners • Nymi - heartbeat signature
  • 11. Smart Shoes? • Vibration in respective shoe to indicate right/left turn
  • 12. Wearables ecosystem Google and Apple platforms for wearable tech: • Android wear • Google Fit • Apple HealthKit • Apple WatchKit
  • 13. And the most important area…
  • 14. Power! • The success of technologies to reduce the inconvenience of having wearables charged may be the biggest single factor affecting wearables adoption
  • 15. Summary on wearables • Still early days, with very mixed forecasts • Apple and Google getting behind it • Overall themes: • Collect sensor data to gain context of the user • Unobtrusive means to feed information back to the user • Represent the user remotely (intent and identity) • There are technical challenges still: security and power • Bluetooth Low-Energy an enabler for power and communications
  • 16. iBeacon • Conceptually similar to a GPS satellite, but at a micro-location (and often indoors) scale • In a store with a beacon in each department, the phone app knows where it is, by which beacon(s) it sees • iBeacons don't track/collect data from phones. Without an installed app, there is no interaction with the phone/beacon iBeacons "I'm beacon #53"
  • 17. iBeacon and BLE • iBeacon is based on Bluetooth Low-Energy (BLE) • Bluetooth 4.0 spec allows BLE and/or "classic" • Characteristics difference of BLE (vs. "classic" Bluetooth) • Simpler pairing • Lower power consumption • Lower data exchange • iOS 5, Windows Phone 8.1, Android 4.3, BlackBerry 10 • An enabling technology for wearables, and IoT interconnectivity
  • 18. Micro-location in apps • Contextual retail assistance • Indoor mapping/directions • Home automation • Tealeaf/Google Analytics style analytics of in-store foot traffic • Micro-location based geo-fencing/context
  • 19. iBeacon Competitors • Apple doesn't produce iBeacons itself (yet*) - Radius, Estimote, Kontakt,... • Other micro-location technologies: • Google Eddystone - BLE • Gimbal (formally Qualcomm) - BLE • IBM Presence Insights - WiFi, BLE, others • Philips Intelligent Lighting - VLC • GE/ByteLight - VLC, BLE • Indoor Atlas - Magnetic field variations • Samsung Placedge - BLE (no app required)
  • 20. Contextual Computing Better understand the context of a user request, in terms of: • Context from device sensors • Context from user interaction history • Context from user profile/social graph Providing context of who, where, when and the previous conversation
  • 21. Siri example Next request in context of first
  • 22. Affective Computing • Special case: using context of a user, to understand how people feel and emotions (and adapting responses as a result) • With the pervasive sensors of smartphones and wearables, there is a new source of information
  • 23. Anticipatory Computing • Contextual computing: context is used to interpret a user request • Anticipatory computing: monitors context and anticipates user's need without an explicit request
  • 24. Google Now • Uses context like your schedule, location, time of day, and past behaviors • Eg. deliver the weather for the day and the morning traffic before you leave home. • Notifies the user with “Cards,” when new information is available.
  • 25. "Launch Here" iPhone app • "Anticipates" which tool you need, when you take out your iPhone • Uses micro-location context (iBeacons) • Signul triggers events when you enter “beacon zones”
  • 26. "Invisible buttons" • Amber Case [ESRI/Geoloqi] coined the term "invisible buttons" • Concept: instead of touching a button on a smartphone as the trigger for an action, the user becomes the trigger by entering a geofenced area • Ultimate example of the User Interface getting out of the way • Example: my house! (Kevo lock, 21 iBeacons, Hue lights, airPlay speakers)
  • 27. Virtual Assistants • Ties a lot of the previous ideas together • Examples: • Siri [Apple] • Google Now [Google] • Cortana [Microsoft] • Nina Mobile [Nuance] • Often based on voice technologies
  • 28. Voice Interface • Google: Voice search usage has more than double over the previous year • 55% of teens/43% of adults use voice search more than once a day
  • 29. IoT and Big Data • IoT = devices sending and receiving data • IoT = LOTS of devices, sending LOTS of data, ALL the time • IoT = Big Data! 1001010 1001010 1001010 1001010
  • 30. Making sense of big data • How do you get value from all that data? • Analytics can help!
  • 31. Data in motion • Streaming analytics • Scalable solutions to tame the firehose • Latency sensitive response • Realtime feedback • Moving averages • Identify out of range values • Smooth out jittery sensor data
  • 32. Data in motion: Connected car • http://m2m.demos.ibm.com/connectedCar.html
  • 33. Data at Rest • Batch analytics • Historical analysis • Trends • Outliers • Correlations in the data • Predictive analytics • Stream analytics, batch analytics - both have a role in IoT! Database
  • 34. Data at rest: SmartHouse • http://www.ibm.com/extremeblue • Fitbit for your house
  • 35. • All the data from the sensors, combined with external data (e.g. Weather) creates a rich big data source to mine for "interesting bits". Different external data sources can be included to provide more context to do "smarter analysis" • Running that data source through Analytics will identify the "findings" • Trend analysis: Identify patterns over time, and identify outliers (Watson Analytics) • Identify correlations between elements (IBM Catalyst) • Predictive analytics(SPSS) • Predicitve maintenance & Quality (IBM PMQ) Big Data Stream Weather Service Analytics Findings Sensor data
  • 36. Scenario 1: The night of the mouse
  • 37. Scenario 2 - Rainy day people • Today was a rainy day, and a set of sensors on one exterior wall showed increased humidity • The system notices a trend of humidity increases, on the last 10 days with over 15mm of rain. Moreover, the humidity rate is trending up on each subsequent rainy day • Again, the system matches this sensor pattern against the database and notifies Mary of the potential of a leak.
  • 38. Analytics in bluemix • Trying analytics out! • Freemium account: https://console.ng.bluemix.net
  • 39. Watson Analytics • Cognitive computing - machines doing the analysis • Freemium account: www.ibm.com/analytics/watson-analytics/
  • 40. Plugging us into the IoT! Overarching themes: • Bring computing closer to where it needs to be • Smarter analytics of all this data improve the information It's a fun time to be involved in technology!