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Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
1
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
Real-World Data Governance
Data Governance
and the Internet of Things
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
December 17, 2015 – 2:00 p.m. EST
Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
22
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
2
• Real-World Data Governance – 2016 Schedule Announced
– January 21 – Metadata to Support Data Governance
– February 18 – Writing Data Governance Policies & Procedures
– March 17 – The Data Model as a Data Governance Artifact
– Third Thursday at 2 pm EST
– Register On-Line at TDAN.com or KIKConsulting.com
– Produced by DATAVERSITY
Data Governance and the Internet of Things
Upcoming RWDG Webinars
33
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
3
• The Data Administration Newsletter (TDAN.com):
Produced by DATAVERSITY
December 2015 Issue is Available
Register to receive email newsletter
• DATAVERSITY Events
Enterprise Data Governance Online (EDGO)
January 27, 2016
edgo.dataversity.net
• Non-Invasive Data Governance:
The Path of Least Resistance and Greatest Success
Technics Publishing
Data Governance and the Internet of Things
Current Events
44
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
4
• Several years back there were already more devices connected to the
internet than people.
• It is estimated that more than 20 billion devices will be connected by 2020
and that number will never fall.
• Connecting to the internet implies the transfer of data.
• The numbers of devices and what they transfer imply a lot of data.
Data Governance and the Internet of Things
Abstract
55
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
5
• Several years back there were already more devices connected to the
internet than people.
• It is estimated that more than 20 billion devices will be connected by 2020
and that number will never fall.
• Connecting to the internet implies the transfer of data.
• The numbers of devices and what they transfer imply a lot of data.
• Who is governing all of this data?
Data Governance and the Internet of Things
Abstract
66
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
6
• This webinar will focus on:
– Clear Description of IoT Focused on the Data
– Applications of IoT Data
– Addressing Data Management Concerns
– Dimensions of IoT Data Processes and Quality
– Risk Associated with Interoperability
Data Governance and the Internet of Things
Abstract
77
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
7
• Data Governance
– Data Governance is the Execution and Enforcement of Authority
Over the Management of Data and Data-Related Resources.
• Data Stewardship
– Data Stewardship is the Formalization of Accountability
Over the Management of Data and Data-Related Resources.
Data Governance and the Internet of Things
Data Governance Definitions
88
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
8
• Non-Invasive Data Governance™
– The practice of:
• applying formal accountability & behavior
• through non-invasive roles & responsibilities
• to existing and / or new processes
• to assure that the definition, production & usage of data
• assures regulatory compliance, security, privacy, protection & quality.
– Non-Invasive describes how governance is applied to assure
non-threatening management of valuable data assets.
– The goal is to be
• Transparent
• Supportive
• Collaborative.
Data Governance and the Internet of Things
Data Governance Definitions
99
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
9
Data Governance and the Internet of Things
Internet of Things Humor
1010
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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10
Data Governance and the Internet of Things
Internet of Things Humor
1111
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
11
• What is the “Internet of Things”
– network of physical objects or "things“
– implanted with software, sensors, electronics
– connected to enable it to achieve value and service
– exchange data with the manufacturer, operator, devices
– uniquely identifiable through its embedded computing system
– interoperate within the existing Internet infrastructure.
Data Governance and the Internet of Things
Internet of Things
1212
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
12
• What is the “Internet of Things”
– advanced connectivity of devices, systems, and services
– beyond machine-to-machine communications (M2M)
– variety of protocols, domains, and applications
– usher in automation in nearly all fields
– enabling advanced applications
Data Governance and the Internet of Things
Internet of Things
1313
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
13
• “Things” are Exploding
– 2008 – already more "things" connected to the Internet than people.
– 2019 – companies will ship 1.9 billion connected home devices, $490 billion revenue.
– 2020 – number of Internet-connected things will reach 20 billion.
Data Governance and the Internet of Things
Internet of Things
THINGS
1414
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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14
• FTC Staff Report (Jan 2014) – Comprehensive look at the emerging IoT and
security, including secure APIs, authentication, and product updates.
• Problems inherent w/devices speaking to devices include:
1. Devices can be reprogrammed to function beyond purpose
2. Devices have limited interfaces to monitor network intrusion
3. Devices have data vulnerabilities that can often be exploited
Data Governance and the Internet of Things
Internet of Things
1515
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
15
• Applications of the Internet of Things
– Media
– Environmental Monitoring
– Infrastructure Management
– Manufacturing
– Energy Management
– Medical and Healthcare Systems
– Building and Home Automation
– Transportation
Data Governance and the Internet of Things
IoT Applications
• Dimensions of Governance
‒ Data Processes
‒ Data Quality
‒ Risk Management
‒ Interoperability
1616
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
16
• Applications of the Internet of Things
– Media
• moving away from the traditional media approaches
• tap consumers w/technologies; targeted people, optimal times, locations
• aim to serve, convey message or content that is consumers mindset
• tailoring messages (advertisements) and delivery
• anytime, anyplace data delivery and capture
– What are the Data Governance considerations in this application?
• Convenience / Disturbance
• Permission / Privacy / Protection
• Accountability / Responsibility for Data
Data Governance and the Internet of Things
IoT Applications
1717
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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17
• Applications of the Internet of Things
– Environmental Monitoring
• utilize sensors to assist in environmental protection
• monitor air or water quality, atmospheric or soil conditions
• monitor the movements of wildlife and their habitats
• monitor for earthquake or tsunami early-warning systems
• emergency services to provide more effective aid
• cover large geographic area
– What are the Data Governance considerations in this application?
• Quality / Accuracy
• Timing / Delivery
Data Governance and the Internet of Things
IoT Applications
1818
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
18
• Applications of the Internet of Things
– Infrastructure Management
• monitor / control operations of urban and rural infrastructures
• monitor bridges, railway tracks, on- and offshore- wind-farms
• monitor conditions that compromise safety, increase risk
• schedule repair and maintenance activities
• control infrastructure like bridges to provide access to ships
• improve incident mgmt and emergency response coordination
• monitor quality of service, up-times
• benefit from automation and optimization
– What are the Data Governance considerations in this application?
• Quality / Safety
• Timing / Delivery / Reaction
Data Governance and the Internet of Things
IoT Applications
1919
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
19
• Applications of the Internet of Things
– Manufacturing
• control and manage of manufacturing equipment
• manage assets and situations
• dynamic response to product demands
• real-time optimization of manufacturing production
• network machinery, sensors and control systems together
• automate process controls, operator tools, service info systems
• optimize plant safety and security
• predict maintenance, maximize reliability
– What are the Data Governance considerations in this application?
• Quality / Efficiency / Effectiveness
• Timing / Delivery / Reaction
Data Governance and the Internet of Things
IoT Applications
2020
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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20
• Applications of the Internet of Things
– Energy Management
• optimize energy consumption
• integrate energy consuming devices (switches, outlets, bulbs)
• communicate with the utility supply company
• balance power generation and energy usage
• remote and central control their devices
• gather and act on energy and power-related information
• improve production efficiency, reliability, economics, sustainability, distribution
• collect data from end-user connections
– What are the Data Governance considerations in this application?
• Quality / Metrics
• Timing / Delivery
Data Governance and the Internet of Things
IoT Applications
2121
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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21
• Applications of the Internet of Things
– Medical and Healthcare Systems
• enable remote health monitoring
• enable emergency notification systems
• monitor specialized implants
• monitor the health and general well-being of senior citizens
• ensure proper treatment is being administered
• assist people to regain lost mobility via therapy
• encourage healthy living
– What are the Data Governance considerations in this application?
• Quality / Metrics
• Privacy / Protection
• Timing / Delivery
Data Governance and the Internet of Things
IoT Applications
2222
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
22
• Applications of the Internet of Things
– Building and Home Automation
• monitor/control the mechanical, electrical, electronic systems
• automate home systems
• control lighting, heating, ventilation, air conditioning
• control, appliances, communication systems, entertainment, home security
• improve convenience, comfort, energy efficiency, and security
– What are the Data Governance considerations in this application?
• Quality / Security
• Efficiency / Effectiveness
• Timing / Delivery / Reaction
Data Governance and the Internet of Things
IoT Applications
2323
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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23
• Applications of the Internet of Things
– Transportation
• integrate communications, control, information processing
• monitor transportation systems
• monitor the vehicle, the infrastructure
• monitor vehicle user
• enables inter and intra vehicular communication
• enable traffic control, smart parking, electronic toll collection
• improve logistic and fleet management
• control vehicle safety and road assistance
– What are the Data Governance considerations in this application?
• Quality / Efficiency / Effectiveness
• Timing / Delivery / Reaction
Data Governance and the Internet of Things
IoT Applications
2424
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
24
• Dimensions of Data Processes
– Definition
– Production
– Usage
Data Governance and the Internet of Things
IoT Dimensions
2525
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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#RWDG
25
• Dimensions of Data Processes
– Governance of Data Definition
• What data will be collected / standards
• What metadata will be collected
• What are the business rules for the data that is collected
• Define the risk management rules
– Classification rules
– Security rules
– Regulatory & Compliance rules
– Protection rules
Data Governance and the Internet of Things
IoT Dimensions
2626
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
26
• Dimensions of Data Processes
– Governance of Data Production
• How the data will be collected
• The instrumentation / calibration
• How the data will be transferred
• Define the risk management rules
– Classification rules
– Security rules
– Regulatory & Compliance rules
– Protection rules
Data Governance and the Internet of Things
IoT Dimensions
2727
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
27
• Dimensions of Data Processes
– Governance of Data Usage
• Who is permitted to use the data
• Who is permitted to share the data
• How is the data is intended to be used
• Define the risk management rules
– Classification rules
– Security rules
– Regulatory & Compliance rules
– Protection rules
Data Governance and the Internet of Things
IoT Dimensions
2828
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
28
• Dimensions of Data Quality
– Accessibility
– Accuracy
– Completeness
– Consistency
– Relevance
– Timeliness
– Uniqueness
Data Governance and the Internet of Things
IoT Dimensions
2929
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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29
• Dimensions of Data Quality
– Accessibility Governance
• Who can access the data
• When can they access the data
• How can/must they access the data
Data Governance and the Internet of Things
IoT Dimensions
3030
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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30
• Dimensions of Data Quality
– Accuracy Governance
• Valid Measures / Calibration Standards
• Accuracy of the data that is produced
• Accuracy of how the data is used
Data Governance and the Internet of Things
IoT Dimensions
3131
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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31
• Dimensions of Data Quality
– Completeness Governance
• Completeness of data definition
• Completeness of data production
• Completion of data transfer / usage
Data Governance and the Internet of Things
IoT Dimensions
3232
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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32
• Dimensions of Data Quality
– Consistency Governance
• Consistency of shared data definition
• Consistency of how data is produced
• Consistency of how data is used
Data Governance and the Internet of Things
IoT Dimensions
3333
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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33
• Dimensions of Data Quality
– Relevance Governance
• Relevance of data
• Relevance of method how the data is produced
• Relevance of how the data is used
Data Governance and the Internet of Things
IoT Dimensions
3434
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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34
• Dimensions of Data Quality
– Timeliness Governance
• Timeliness of standard data definition
• Timeliness of when data is collected and delivered
• Timeliness of when the data used
Data Governance and the Internet of Things
IoT Dimensions
3535
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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35
• Dimensions of Data Quality
– Uniqueness Governance
• Uniqueness of how the data is defined
• Uniqueness of scenarios for data production
• Uniqueness of how the data is used
Data Governance and the Internet of Things
IoT Dimensions
3636
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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36
• Dimensions of Risk Management
– Security
– Privacy
– Regulatory & Compliance
– Classification
– Protection
Data Governance and the Internet of Things
IoT Dimensions
3737
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
37
• Dimensions of Risk Management
– Security Governance
• Definition of security rules
• Production of security rules
• Usage of security rules
• Education of security rules
• Enforcement of security rules
Data Governance and the Internet of Things
IoT Dimensions
3838
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
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Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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38
• Dimensions of Risk Management
– Privacy Governance
• Definition of privacy rules
• Production of privacy rules
• Usage of privacy rules
• Education of privacy rules
• Enforcement of privacy rules
Data Governance and the Internet of Things
IoT Dimensions
3939
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
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39
• Dimensions of Risk Management
– Regulatory & Compliance Governance
• Definition of R&C rules
• Production of R&C rules
• Usage of R&C rules
• Education of R&C rules
• Enforcement of R&C rules
Data Governance and the Internet of Things
IoT Dimensions
4040
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
40
• Dimensions of Risk Management
– Classification Governance
• Definition of classification rules
• Production of classification rules
• Usage of classification rules
• Education of classification rules
• Enforcement of classification rules
Data Governance and the Internet of Things
IoT Dimensions
4141
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
41
• Dimensions of Risk Management
– Protection
• Definition of protection rules
• Production of protection rules
• Usage of protection rules
• Education of protection rules
• Enforcement of protection rules
Data Governance and the Internet of Things
IoT Dimensions
4242
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
42
• Dimensions of Interoperability
– Syntactic – exchange of data
– Semantic – interpret the data
– Cross-domain – common interest data
Data Governance and the Internet of Things
IoT Dimensions
4343
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
43
• Dimensions of Interoperability
– Syntactic – exchange of data
• communicate and exchange data,
• accept data formats, communication protocol
• enable standards among the tools
• ensure alphabetical characters are stored in an understandable format
Data Governance and the Internet of Things
IoT Dimensions
4444
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
44
• Dimensions of Interoperability
– Semantic – interpret the data
• interpret the information exchanged meaningfully/accurately
• produce useful results as defined by end users of both systems
• refer to a common information exchange reference model
• monitor what is sent
• monitor that data is same as what is understood
• user-driven convergence of disparate interpretations
Data Governance and the Internet of Things
IoT Dimensions
4545
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
45
• Dimensions of Interoperability
– Cross-domain – common interest data
• enhance
– social
– organizational
– political
– legal entities
• working together for a common information exchange
Data Governance and the Internet of Things
IoT Dimensions
4646
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
46
• Applications of the Internet of Things
– Media
– Environmental Monitoring
– Infrastructure Management
– Manufacturing
– Energy Management
– Medical and Healthcare Systems
– Building and Home Automation
– Transportation
Data Governance and the Internet of Things
IoT Applications Revisited
• Dimensions of Governance
‒ Data Processes
‒ Data Quality
‒ Risk Management
‒ Interoperability
4747
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
47
• This webinar focused on:
– Clear Description of IoT Focused on the Data
– Applications of IoT Data
– Addressing Data Management Concerns
– Dimensions of IoT Data Processes and Quality
– Risk Associated with Interoperability
• Next Real-World Data Governance Webinar
– January 21 – Metadata to Support Data Governance
Data Governance and the Internet of Things
Summary
4848
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
48
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner
Data Governance and the Internet of Things
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Data Governance and the Internet of Things

  • 1. 1 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG 1 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG Real-World Data Governance Data Governance and the Internet of Things Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com December 17, 2015 – 2:00 p.m. EST Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com
  • 2. 22 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 2 • Real-World Data Governance – 2016 Schedule Announced – January 21 – Metadata to Support Data Governance – February 18 – Writing Data Governance Policies & Procedures – March 17 – The Data Model as a Data Governance Artifact – Third Thursday at 2 pm EST – Register On-Line at TDAN.com or KIKConsulting.com – Produced by DATAVERSITY Data Governance and the Internet of Things Upcoming RWDG Webinars
  • 3. 33 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 3 • The Data Administration Newsletter (TDAN.com): Produced by DATAVERSITY December 2015 Issue is Available Register to receive email newsletter • DATAVERSITY Events Enterprise Data Governance Online (EDGO) January 27, 2016 edgo.dataversity.net • Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success Technics Publishing Data Governance and the Internet of Things Current Events
  • 4. 44 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 4 • Several years back there were already more devices connected to the internet than people. • It is estimated that more than 20 billion devices will be connected by 2020 and that number will never fall. • Connecting to the internet implies the transfer of data. • The numbers of devices and what they transfer imply a lot of data. Data Governance and the Internet of Things Abstract
  • 5. 55 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 5 • Several years back there were already more devices connected to the internet than people. • It is estimated that more than 20 billion devices will be connected by 2020 and that number will never fall. • Connecting to the internet implies the transfer of data. • The numbers of devices and what they transfer imply a lot of data. • Who is governing all of this data? Data Governance and the Internet of Things Abstract
  • 6. 66 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 6 • This webinar will focus on: – Clear Description of IoT Focused on the Data – Applications of IoT Data – Addressing Data Management Concerns – Dimensions of IoT Data Processes and Quality – Risk Associated with Interoperability Data Governance and the Internet of Things Abstract
  • 7. 77 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 7 • Data Governance – Data Governance is the Execution and Enforcement of Authority Over the Management of Data and Data-Related Resources. • Data Stewardship – Data Stewardship is the Formalization of Accountability Over the Management of Data and Data-Related Resources. Data Governance and the Internet of Things Data Governance Definitions
  • 8. 88 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 8 • Non-Invasive Data Governance™ – The practice of: • applying formal accountability & behavior • through non-invasive roles & responsibilities • to existing and / or new processes • to assure that the definition, production & usage of data • assures regulatory compliance, security, privacy, protection & quality. – Non-Invasive describes how governance is applied to assure non-threatening management of valuable data assets. – The goal is to be • Transparent • Supportive • Collaborative. Data Governance and the Internet of Things Data Governance Definitions
  • 9. 99 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 9 Data Governance and the Internet of Things Internet of Things Humor
  • 10. 1010 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 10 Data Governance and the Internet of Things Internet of Things Humor
  • 11. 1111 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 11 • What is the “Internet of Things” – network of physical objects or "things“ – implanted with software, sensors, electronics – connected to enable it to achieve value and service – exchange data with the manufacturer, operator, devices – uniquely identifiable through its embedded computing system – interoperate within the existing Internet infrastructure. Data Governance and the Internet of Things Internet of Things
  • 12. 1212 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 12 • What is the “Internet of Things” – advanced connectivity of devices, systems, and services – beyond machine-to-machine communications (M2M) – variety of protocols, domains, and applications – usher in automation in nearly all fields – enabling advanced applications Data Governance and the Internet of Things Internet of Things
  • 13. 1313 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 13 • “Things” are Exploding – 2008 – already more "things" connected to the Internet than people. – 2019 – companies will ship 1.9 billion connected home devices, $490 billion revenue. – 2020 – number of Internet-connected things will reach 20 billion. Data Governance and the Internet of Things Internet of Things THINGS
  • 14. 1414 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 14 • FTC Staff Report (Jan 2014) – Comprehensive look at the emerging IoT and security, including secure APIs, authentication, and product updates. • Problems inherent w/devices speaking to devices include: 1. Devices can be reprogrammed to function beyond purpose 2. Devices have limited interfaces to monitor network intrusion 3. Devices have data vulnerabilities that can often be exploited Data Governance and the Internet of Things Internet of Things
  • 15. 1515 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 15 • Applications of the Internet of Things – Media – Environmental Monitoring – Infrastructure Management – Manufacturing – Energy Management – Medical and Healthcare Systems – Building and Home Automation – Transportation Data Governance and the Internet of Things IoT Applications • Dimensions of Governance ‒ Data Processes ‒ Data Quality ‒ Risk Management ‒ Interoperability
  • 16. 1616 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 16 • Applications of the Internet of Things – Media • moving away from the traditional media approaches • tap consumers w/technologies; targeted people, optimal times, locations • aim to serve, convey message or content that is consumers mindset • tailoring messages (advertisements) and delivery • anytime, anyplace data delivery and capture – What are the Data Governance considerations in this application? • Convenience / Disturbance • Permission / Privacy / Protection • Accountability / Responsibility for Data Data Governance and the Internet of Things IoT Applications
  • 17. 1717 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 17 • Applications of the Internet of Things – Environmental Monitoring • utilize sensors to assist in environmental protection • monitor air or water quality, atmospheric or soil conditions • monitor the movements of wildlife and their habitats • monitor for earthquake or tsunami early-warning systems • emergency services to provide more effective aid • cover large geographic area – What are the Data Governance considerations in this application? • Quality / Accuracy • Timing / Delivery Data Governance and the Internet of Things IoT Applications
  • 18. 1818 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 18 • Applications of the Internet of Things – Infrastructure Management • monitor / control operations of urban and rural infrastructures • monitor bridges, railway tracks, on- and offshore- wind-farms • monitor conditions that compromise safety, increase risk • schedule repair and maintenance activities • control infrastructure like bridges to provide access to ships • improve incident mgmt and emergency response coordination • monitor quality of service, up-times • benefit from automation and optimization – What are the Data Governance considerations in this application? • Quality / Safety • Timing / Delivery / Reaction Data Governance and the Internet of Things IoT Applications
  • 19. 1919 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 19 • Applications of the Internet of Things – Manufacturing • control and manage of manufacturing equipment • manage assets and situations • dynamic response to product demands • real-time optimization of manufacturing production • network machinery, sensors and control systems together • automate process controls, operator tools, service info systems • optimize plant safety and security • predict maintenance, maximize reliability – What are the Data Governance considerations in this application? • Quality / Efficiency / Effectiveness • Timing / Delivery / Reaction Data Governance and the Internet of Things IoT Applications
  • 20. 2020 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 20 • Applications of the Internet of Things – Energy Management • optimize energy consumption • integrate energy consuming devices (switches, outlets, bulbs) • communicate with the utility supply company • balance power generation and energy usage • remote and central control their devices • gather and act on energy and power-related information • improve production efficiency, reliability, economics, sustainability, distribution • collect data from end-user connections – What are the Data Governance considerations in this application? • Quality / Metrics • Timing / Delivery Data Governance and the Internet of Things IoT Applications
  • 21. 2121 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 21 • Applications of the Internet of Things – Medical and Healthcare Systems • enable remote health monitoring • enable emergency notification systems • monitor specialized implants • monitor the health and general well-being of senior citizens • ensure proper treatment is being administered • assist people to regain lost mobility via therapy • encourage healthy living – What are the Data Governance considerations in this application? • Quality / Metrics • Privacy / Protection • Timing / Delivery Data Governance and the Internet of Things IoT Applications
  • 22. 2222 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 22 • Applications of the Internet of Things – Building and Home Automation • monitor/control the mechanical, electrical, electronic systems • automate home systems • control lighting, heating, ventilation, air conditioning • control, appliances, communication systems, entertainment, home security • improve convenience, comfort, energy efficiency, and security – What are the Data Governance considerations in this application? • Quality / Security • Efficiency / Effectiveness • Timing / Delivery / Reaction Data Governance and the Internet of Things IoT Applications
  • 23. 2323 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 23 • Applications of the Internet of Things – Transportation • integrate communications, control, information processing • monitor transportation systems • monitor the vehicle, the infrastructure • monitor vehicle user • enables inter and intra vehicular communication • enable traffic control, smart parking, electronic toll collection • improve logistic and fleet management • control vehicle safety and road assistance – What are the Data Governance considerations in this application? • Quality / Efficiency / Effectiveness • Timing / Delivery / Reaction Data Governance and the Internet of Things IoT Applications
  • 24. 2424 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 24 • Dimensions of Data Processes – Definition – Production – Usage Data Governance and the Internet of Things IoT Dimensions
  • 25. 2525 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 25 • Dimensions of Data Processes – Governance of Data Definition • What data will be collected / standards • What metadata will be collected • What are the business rules for the data that is collected • Define the risk management rules – Classification rules – Security rules – Regulatory & Compliance rules – Protection rules Data Governance and the Internet of Things IoT Dimensions
  • 26. 2626 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 26 • Dimensions of Data Processes – Governance of Data Production • How the data will be collected • The instrumentation / calibration • How the data will be transferred • Define the risk management rules – Classification rules – Security rules – Regulatory & Compliance rules – Protection rules Data Governance and the Internet of Things IoT Dimensions
  • 27. 2727 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 27 • Dimensions of Data Processes – Governance of Data Usage • Who is permitted to use the data • Who is permitted to share the data • How is the data is intended to be used • Define the risk management rules – Classification rules – Security rules – Regulatory & Compliance rules – Protection rules Data Governance and the Internet of Things IoT Dimensions
  • 28. 2828 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 28 • Dimensions of Data Quality – Accessibility – Accuracy – Completeness – Consistency – Relevance – Timeliness – Uniqueness Data Governance and the Internet of Things IoT Dimensions
  • 29. 2929 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 29 • Dimensions of Data Quality – Accessibility Governance • Who can access the data • When can they access the data • How can/must they access the data Data Governance and the Internet of Things IoT Dimensions
  • 30. 3030 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 30 • Dimensions of Data Quality – Accuracy Governance • Valid Measures / Calibration Standards • Accuracy of the data that is produced • Accuracy of how the data is used Data Governance and the Internet of Things IoT Dimensions
  • 31. 3131 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 31 • Dimensions of Data Quality – Completeness Governance • Completeness of data definition • Completeness of data production • Completion of data transfer / usage Data Governance and the Internet of Things IoT Dimensions
  • 32. 3232 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 32 • Dimensions of Data Quality – Consistency Governance • Consistency of shared data definition • Consistency of how data is produced • Consistency of how data is used Data Governance and the Internet of Things IoT Dimensions
  • 33. 3333 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 33 • Dimensions of Data Quality – Relevance Governance • Relevance of data • Relevance of method how the data is produced • Relevance of how the data is used Data Governance and the Internet of Things IoT Dimensions
  • 34. 3434 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 34 • Dimensions of Data Quality – Timeliness Governance • Timeliness of standard data definition • Timeliness of when data is collected and delivered • Timeliness of when the data used Data Governance and the Internet of Things IoT Dimensions
  • 35. 3535 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 35 • Dimensions of Data Quality – Uniqueness Governance • Uniqueness of how the data is defined • Uniqueness of scenarios for data production • Uniqueness of how the data is used Data Governance and the Internet of Things IoT Dimensions
  • 36. 3636 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 36 • Dimensions of Risk Management – Security – Privacy – Regulatory & Compliance – Classification – Protection Data Governance and the Internet of Things IoT Dimensions
  • 37. 3737 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 37 • Dimensions of Risk Management – Security Governance • Definition of security rules • Production of security rules • Usage of security rules • Education of security rules • Enforcement of security rules Data Governance and the Internet of Things IoT Dimensions
  • 38. 3838 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 38 • Dimensions of Risk Management – Privacy Governance • Definition of privacy rules • Production of privacy rules • Usage of privacy rules • Education of privacy rules • Enforcement of privacy rules Data Governance and the Internet of Things IoT Dimensions
  • 39. 3939 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 39 • Dimensions of Risk Management – Regulatory & Compliance Governance • Definition of R&C rules • Production of R&C rules • Usage of R&C rules • Education of R&C rules • Enforcement of R&C rules Data Governance and the Internet of Things IoT Dimensions
  • 40. 4040 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 40 • Dimensions of Risk Management – Classification Governance • Definition of classification rules • Production of classification rules • Usage of classification rules • Education of classification rules • Enforcement of classification rules Data Governance and the Internet of Things IoT Dimensions
  • 41. 4141 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 41 • Dimensions of Risk Management – Protection • Definition of protection rules • Production of protection rules • Usage of protection rules • Education of protection rules • Enforcement of protection rules Data Governance and the Internet of Things IoT Dimensions
  • 42. 4242 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 42 • Dimensions of Interoperability – Syntactic – exchange of data – Semantic – interpret the data – Cross-domain – common interest data Data Governance and the Internet of Things IoT Dimensions
  • 43. 4343 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 43 • Dimensions of Interoperability – Syntactic – exchange of data • communicate and exchange data, • accept data formats, communication protocol • enable standards among the tools • ensure alphabetical characters are stored in an understandable format Data Governance and the Internet of Things IoT Dimensions
  • 44. 4444 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 44 • Dimensions of Interoperability – Semantic – interpret the data • interpret the information exchanged meaningfully/accurately • produce useful results as defined by end users of both systems • refer to a common information exchange reference model • monitor what is sent • monitor that data is same as what is understood • user-driven convergence of disparate interpretations Data Governance and the Internet of Things IoT Dimensions
  • 45. 4545 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 45 • Dimensions of Interoperability – Cross-domain – common interest data • enhance – social – organizational – political – legal entities • working together for a common information exchange Data Governance and the Internet of Things IoT Dimensions
  • 46. 4646 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 46 • Applications of the Internet of Things – Media – Environmental Monitoring – Infrastructure Management – Manufacturing – Energy Management – Medical and Healthcare Systems – Building and Home Automation – Transportation Data Governance and the Internet of Things IoT Applications Revisited • Dimensions of Governance ‒ Data Processes ‒ Data Quality ‒ Risk Management ‒ Interoperability
  • 47. 4747 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 47 • This webinar focused on: – Clear Description of IoT Focused on the Data – Applications of IoT Data – Addressing Data Management Concerns – Dimensions of IoT Data Processes and Quality – Risk Associated with Interoperability • Next Real-World Data Governance Webinar – January 21 – Metadata to Support Data Governance Data Governance and the Internet of Things Summary
  • 48. 4848 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 48 • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner Data Governance and the Internet of Things Contact Information