Más contenido relacionado La actualidad más candente (20) Similar a IoT Predictions for 2019 and Beyond: Data at the Heart of Your IoT Strategy (20) IoT Predictions for 2019 and Beyond: Data at the Heart of Your IoT Strategy1. 1 © Hortonworks Inc. 2011–2018. All rights reserved
IoT Predictions for 2019 & Beyond
Data at the heart of your IoT Strategy
Guest speaker: Dr. Paul Miller, Senior Analyst, Forrester, @PaulMiller
Dinesh Chandrasekhar, Director of Product Marketing, Hortonworks, @AppInt4All
2. © 2018 FORRESTER. REPRODUCTION PROHIBITED.
Put Data at the Heart of Your IoT Strategy
Paul Miller, Senior Analyst
@PaulMiller
4. 4© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Of 500,000 units rolling off the production line, only
two are identical . . .
5. 5© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Internet of things (IoT) connects physical to digital
› Find data about the state of existing tools and systems in the real
world.
• Not a new idea but getting richer
› Control existing real-world tools and systems using software.
• Not a new idea but getting richer
› Link the state of those tools and plants more closely to business
priorities and requirements.
• Predictive maintenance, lot size of one, augmented reality, cobots, and
more
• Bridge the IT/OT divide. (If there’s enough vision and mandate!)
6. 6© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Enterprises lead SMBs in IoT adoption
Base: 3,385 global telecommunications decision makers (20+ employees); *1,791 global telecommunications decision makers (1,000+ employees); and †1,594 global
telecommunications decision makers (20 to 999 employees) (Percentages have been rounded up.); Source: Forrester Analytics Global Business Technographics®
Networks And Telecommunications Survey, 2018
38%
43%
32%
27%
27%
28%
Overall
Enterprise*
Small- and medium-sized
business (SMBs)†
“What are your firm’s plans to adopt internet-of-things (IoT) solutions or
applications?”
Implementing/expanding Planning
70%
65%
60%
Interested Total
27%
31%
36%
96%
97%
96%
꓿
꓿
꓿
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7. 7© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Industrial IoT deployment plans
Base: 51 to 226 global telecommunications decision makers (20+ employees) (Percentages have been rounded up.); Source: Forrester Analytics Global Business
Technographics® Networks And Telecommunications Survey, 2018
55%
47%
45%
37%
37%
35%
28%
21%
22%
31%
33%
28%
33%
30%
Construction and engineering
Oil and gas
Industrial products
Pharmaceuticals and medical equipment
Utilities
Chemicals
Transportation
Implementing/expanding Planning
“What are your firm’s plans to adopt internet-of-things
(IoT) solutions or applications?”
8. 8© 2018 FORRESTER. REPRODUCTION PROHIBITED.
IoT underpins
three core
scenarios
Source: From Grease To Code: Industrial Giants
Bet Their Future On Software Forrester report
9. 9© 2018 FORRESTER. REPRODUCTION PROHIBITED.
IoT addresses a
range of use
cases...
Some apply to
most industries...
Source: Internet Of Things Heat Map 2018
Forrester report
10. 10© 2018 FORRESTER. REPRODUCTION PROHIBITED.
IoT addresses a
range of use
cases...
Others target
specific verticals.
Source: Internet Of Things Heat Map 2018
Forrester report
11. 11© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Some segments
will grow faster
than others
Inventory/ Supply
Chain is the biggest
single category,
worth $44bn in
2018 and $113bn
by 2022.
Source: Forrester Analytics: Internet-Of-Things
Spending Forecast, 2017 To 2023 (Global)
Forrester report
12. 12© 2018 FORRESTER. REPRODUCTION PROHIBITED.
A modern train can contain 3,500 IoT sensors
Complexity: # of sensors & devices
One Many
Digital
pedometer
Bathroom
health analyzer
Elevator
Lawn mower
Powerline
inspection drone
Wind turbine
Agricultural
harvester
Car
Cruise ship
Office building
13. 13© 2018 FORRESTER. REPRODUCTION PROHIBITED.
The Edges must be part of your IoT planning
Source: Forrester Research, Inc. Unauthorized reproduction, citation, or distribution prohibited.144361
Stateful edgeSensing edge
Autonomous edge
Actuating edge
Source: Make Room For The Autonomous Edge In Your IoT Strategy Forrester Report
14. 14© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Industrial IoT delivers value, using data in three ways
Source: Put Data To Work In The Industrial Internet Of Things Forrester report
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Phase 1: Asset monitoring
Phase 2: Prediction
Phase 3: New business models
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[design, operate?]
IoT tracks ingredients
and environment, to
prove compliance or
accelerate recall
17. 17© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Phase 1: Asset monitoring
Phase 2: Prediction
Phase 3: New business models
19. 19© 2016 Forrester Research, Inc. Reproduction Prohibited
Beyond the Arctic Circle,
predictions matter.
[design, operate, consume]
20. 20© 2018 FORRESTER. REPRODUCTION PROHIBITED.
There are
different drivers
behind
connectivity...
Source: IoT Brings Firms With Remote Assets
Closer To Their Customers Forrester report
21. 21© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Phase 1: Asset monitoring
Phase 2: Prediction
Phase 3: New business models
22. 22© 2016 Forrester Research, Inc. Reproduction Prohibited
Miles flown-as-a-service
[design, operate, consume]
23. 23© 2016 Forrester Research, Inc. Reproduction Prohibited
Train-as-a-service
[design, operate, consume]
24. 24© 2018 FORRESTER. REPRODUCTION PROHIBITED.
There are
different drivers
behind
connectivity...
Source: IoT Transforms A 200-Year-Old
Industry Forrester report
25. 25© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Wave learnings
› The public cloud is increasingly the place to be.
• Industrial players move away from their own data centers, but edge remains a
critical piece of the mix.
› Analytics is a core component of the platform solution.
• It is no longer “an emerging category” or an edge case.
› The digital twin has arrived, and augmented reality will follow.
• It is much more than just a pretty visualization of your machines.
› Platform vendors are shifting from building blocks to finished results.
• Customers need apps, not components, and vendors are moving to deliver.
Source: Paul Miller, “Industrial IoT Software Platforms Rise Above Just Connecting Things,” Forrester Blogs, August 9, 2018 (https://go.forrester.com/blogs/industrial-iot-
software-platforms-wave/)
26. 26 © Hortonworks Inc. 2011–2018. All rights reserved
Delivering value at the edge
How Hortonworks enables IoT
Dinesh Chandrasekhar
Director, Product Marketing
@AppInt4All
27. 27 © Hortonworks Inc. 2011–2018. All rights reserved
IoT Market Segments and Use Cases
Public Sector Transportation Utilities Healthcare Manufacturing Retail
Predictive
Analytics
Insurance
Driver Rating
Asset
Management Smart
Cities
Predictive
Maintenance
Utility
Monitoring
Edge Data
Collection
Inventory /
Material
Tracking
Fleet
Management
Connected
Cars
Patient
Monitoring
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© Hortonworks, Inc. 2011-2018. All rights reserved. | Hortonworks confidential and proprietary information.
Key data challenges with IoT
Volume
Velocity
Variety
Security
Governance
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Data decay and the need for real-time data value
ENTERPRISE
TRANSACTION
SOURCES
ERP, MES, SCM,
WMS, TMS, ETC. ENTERPRISE DATA LAKE
6
REAL-TIME
ACTIONABLE INTELLIGENCE
ACT
1
I
N
G
E
S
T
1 INGEST
2 STORE
3 PROCESS
4 •Data Discovery
•Business Intelligence
ANALYZE
MONITOR 5
Deploy
4
LEARN
•Develop Models
•Machine Learning
Model Inputs
• Historic click-streams, POS data
• Historic inventory
locations/levels
• Historic Weather
• Historic order histories,
inventory locations and levels
• Historic disruptions
REAL-TIME DATA SOURCES
Connected Supply Chain
RFIDSocial WEB
POS
GPS
30. 30
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“Your IoT implementation is only
as good as your ability to acquire
and analyze the real-time data
generated by your IoT devices”
31. 31
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Hortonworks enables IoT
32. 32
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33. 33
© Hortonworks, Inc. 2011-2018. All rights reserved. | Hortonworks confidential and proprietary information.
“IoT is always an ecosystem play”
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IoT Reference Architecture
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“A data-driven IoT implementation
takes advantage of the meaningful
insights from the IoT data and uses
those insights as actionable
intelligence for making the right
business decisions, at the right time.”
36. 36 © Hortonworks Inc. 2011–2018. All rights reserved
Managing the Edge
Deployment
Agent
management
Defining
classes of
devices
OTA updates
Edge
intelligence
Edge
Management
37. 37
© Hortonworks, Inc. 2011-2018. All rights reserved. | Hortonworks confidential and proprietary information.
Improving Healthcare with SMART data
Combine multi-format data
streams, with hundreds of
sources, into one platform
• Needed a platform that could
combine multi-format data
streaming
• Data scarcity & latency problems
• Machine learning & data science
• First to deliver SMART real-time
streaming data
• Clearsense’s Inception™ product
enables fast decisions for clinicians
• Customers have access to all data
sources with HDP & HDF
Cloud-based systems
architected to deliver SMART
data, using HDP and HDF
• Mission critical data is now available
for doctors to make critical decisions
• Cost efficiencies led to access for
2,000 rural providers
• Real-time data helps prevent “Code
Blue”
Mission-critical data and
relevant insight for 2,000 rural
providers
R E S U L TS O L U T I O NC H A L L E N G E
Photo by rawpixel on Unsplash
38. 38 © Hortonworks Inc. 2011–2018. All rights reserved
Trends to watch out for in 2019
• Retail and robotics
• Autonomous cars
• Smart Cities
Vertical-specific
growth
• Data provenance and lineage tracking
• Farm-to-table
• Product recalls
Convergence of
IoT and
Blockchain
• Hyper-growth in data production
• Data monetization
• IoT stream as a service
Rise of data
marketplaces
39. 39 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Paul Miller
+44 7769 740083
pmiller@forrester.com
Twitter: @PaulMiller
Dinesh Chandrasekhar
@AppInt4All
Thank you!
40. 40
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Questions