The ongoing explosion of mobile devices---smartphones, tablets, ultramobiles, and wearables---continues to drive growth in the semiconductor industry. But it's the Internet of Things---with sensors in everything from automobiles, to electric meters, to refrigerators---that will drive industry growth over the next five years.
This in-depth report looks at 2015-2019 growth by component, region and application with particular focus on the role of semiconductors in the IoT ecosystem and how companies can capture value from this developing megatrend.
Io t semiconductor perspective (ara) 150313Tony Alvarez
This is from a panel session at the GSF Conference in Shanghai March 2015. The question I poised was whether IoT would change the semi revenue growth rate. I took a contrarian view and said ‘No, but that I hoped that I’m wrong”.
I did some back of the envelope math estimating the die sizes of what a typical IoT related ‘connection’ chip might be and then translated that into silicon consumption, revenue, etc. (pg. 8). My conclusion was that IoT ICs would contribute low single digit of revenue in 2020. But, I only looked at a slice of the market – not the impact on server farms, telecom infrastructure, etc. My gut feel is that even in those areas it won’t change the slope of the line – at least significantly – just maintain it.
Welcome any Inputs
Online survey of companies → Goal: Understanding the role of
artificial intelligence (AI) and machine learning across countries
and industries
• Evaluation: Which companies are active leaders in adopting or
piloting AI
Supply Chain Optimization under New Product Development and Emergence of Risk...IIJSRJournal
In this paper, a comprehensive multi-objective model has been proposed to optimize a supply chain when new product launches and risks emerge. In doing so, primarily, a set of risks and needed mitigation strategies are identified; secondly, the essential criteria of new product development (NPD) are introduced. These criteria are then weighted by the analytic hierarchy process (AHP) approach. Based on the calculated weights, manufacturers, which are the model’s second echelon are being ranked by the fuzzy-TOPSIS method. Since the model is of non-deterministic polynomial-time hardness (np-hard), due to its complexity, two different meta-heuristic algorithms –multi-objective particle swarm optimization (MOPSO) and non-dominated sorting genetic algorithm II (NSGA-II)- are conducted. Finally, the outputs of these algorithms are compared from the indices of quality, dispersion, and uniformity. The results illustrate that the production cost is of the highest rating among the most critical NPD criteria. The performance comparison of both aforementioned meta-heuristic algorithms reveals that MOPSO has the higher capability to explore the feasible region and solve the problem than NSGA-II. Whereas, from the aspect of run-time efficiency, NSGA-II has a faster execution time than MOPSO.
Io t semiconductor perspective (ara) 150313Tony Alvarez
This is from a panel session at the GSF Conference in Shanghai March 2015. The question I poised was whether IoT would change the semi revenue growth rate. I took a contrarian view and said ‘No, but that I hoped that I’m wrong”.
I did some back of the envelope math estimating the die sizes of what a typical IoT related ‘connection’ chip might be and then translated that into silicon consumption, revenue, etc. (pg. 8). My conclusion was that IoT ICs would contribute low single digit of revenue in 2020. But, I only looked at a slice of the market – not the impact on server farms, telecom infrastructure, etc. My gut feel is that even in those areas it won’t change the slope of the line – at least significantly – just maintain it.
Welcome any Inputs
Online survey of companies → Goal: Understanding the role of
artificial intelligence (AI) and machine learning across countries
and industries
• Evaluation: Which companies are active leaders in adopting or
piloting AI
Supply Chain Optimization under New Product Development and Emergence of Risk...IIJSRJournal
In this paper, a comprehensive multi-objective model has been proposed to optimize a supply chain when new product launches and risks emerge. In doing so, primarily, a set of risks and needed mitigation strategies are identified; secondly, the essential criteria of new product development (NPD) are introduced. These criteria are then weighted by the analytic hierarchy process (AHP) approach. Based on the calculated weights, manufacturers, which are the model’s second echelon are being ranked by the fuzzy-TOPSIS method. Since the model is of non-deterministic polynomial-time hardness (np-hard), due to its complexity, two different meta-heuristic algorithms –multi-objective particle swarm optimization (MOPSO) and non-dominated sorting genetic algorithm II (NSGA-II)- are conducted. Finally, the outputs of these algorithms are compared from the indices of quality, dispersion, and uniformity. The results illustrate that the production cost is of the highest rating among the most critical NPD criteria. The performance comparison of both aforementioned meta-heuristic algorithms reveals that MOPSO has the higher capability to explore the feasible region and solve the problem than NSGA-II. Whereas, from the aspect of run-time efficiency, NSGA-II has a faster execution time than MOPSO.
Digital transformation for 2020 and beyondSarhan, Ahmed
The 2017 global telecommunications study has been conducted by EY to monitor and evaluate the evolving views of leaders across the global telecommunications industry.
This latest survey forms part of EY’s ongoing series of global telecommunications studies.
With the advent of the Internet, everyday devices are now interconnected. Due to the proliferation of the IoT, several offices and homes have become smart –functioning through connected devices. Increased usage of smart devices such as smart phones and tablets is pushing the demand for IoT monetization. It is a trend that is becoming a serious business activity for many and opening doors for future growth.
The enterprise software industry is being transformed by substantial investor capital, Cloud 2.0, artificial intelligence, data protection, preferred platforms, and a talent shortage, leading stakeholders of all kinds to make big changes, and big choices.
According to this year's Global Innovation 1000 study -- an examination of the 1,000 public companies that spend the most on researching and developing products for their markets -- the world's major innovators are shifting more of their R&D to software and services. The shift is being driven by the supercharged pace of improvement in what software can do, the increasing use of embedded software and sensors in products as varied as power turbines and cars, and rising customer expectations. Between 2010 and 2015, the companies in the Global Innovation 1000 study increased their R&D spending on software offerings by 65 percent and their spending on service offerings by 36 percent. As this shift intensifies, companies are facing an array of managerial, organizational, and cultural challenges.
As the boundaries blur among hardware, software, services, and telecom, tech sectors become less relevant. Tech companies now distinguish themselves through their strategic identity. This analysis of leading enterprise-oriented information and communications technology (ICT) companies shows them competing for customers -- but setting themselves apart in new ways.
The Impact of Data in the Oil and Gas IndustryNetApp
Worldwide demand for oil and gas is growing; it’s expected to reach over 94 million barrels per day by the end of 2015.1 In response, most companies in the oil and gas industry plan to invest the same amount or more in digital technologies now and in the future.2 Digital technologies can help companies reach remote sources of oil and gas at efficient costs, while continuing to enhance environmental safeguards, operational safety, reliability, and security.
Find out how NetApp can help energy, oil and gas industries manage big data to optimize production and maximize profits with energy data management: http://www.netapp.com/us/solutions/industry/energy/
Microdisplays Market - Witness vigorous expansion by 2025Arushi00
The transition of the display industry from cathode ray tube (CRT) to organic light emitting diodes (OLED) has been crucial in boosting the demand for microdisplay technology.
El "incipiente" mercado relacionado con el uso de drones está capacitado para generar oportunidades de negocio por un valor total de 127.300 millones de dólares (111.846 millones de euros), donde las infraestructuras, la agricultura y el transporte serían los sectores más beneficiados.
Zinnov Zones for Product Engineering Services 2017Zinnov
Zinnov Zones is an annual rating for Global Technology Service Providers evaluating their prowess in PES, Digital Tech, IoT, M&T, Robotic Automation among others. More at www.zinnovzones.com
Piloting The Cloud: Acting on OMB's Mandate - RightNow TechnologiesNitin Badjatia
The Federal Government is in the process of modernizing technologies across all agencies. As part of a new mandate issued by the OMB [2009], a major emphasis is being placed on cloud computing technology. This presentation was made to cabinet level agencies across the civilian sector of the Federal Government. The primary goal was to educate department, program and agency leaders on the basics of cloud computing and present some examples of success stories with RightNow's cloud computing based customer experience management products.
The business landscape is being transformed by a series of megatrends, of which digital technology is already proving to be the most pervasive and potentially disruptive.
Consumer Intelligence Series: The sharing economyPwC
By unlocking the sharing economy today, can companies transform today's threats into tomorrow's opportunity? What must incumbents and challengers do to position themselves ahead of disruption and to capitalize on new sources of revenue? Through consumer surveys, conversations with influencers, interviews with business executives and social listening, PwC's research presents a holistic view of what's unfolding across business and consumer landscapes.
Digital transformation for 2020 and beyondSarhan, Ahmed
The 2017 global telecommunications study has been conducted by EY to monitor and evaluate the evolving views of leaders across the global telecommunications industry.
This latest survey forms part of EY’s ongoing series of global telecommunications studies.
With the advent of the Internet, everyday devices are now interconnected. Due to the proliferation of the IoT, several offices and homes have become smart –functioning through connected devices. Increased usage of smart devices such as smart phones and tablets is pushing the demand for IoT monetization. It is a trend that is becoming a serious business activity for many and opening doors for future growth.
The enterprise software industry is being transformed by substantial investor capital, Cloud 2.0, artificial intelligence, data protection, preferred platforms, and a talent shortage, leading stakeholders of all kinds to make big changes, and big choices.
According to this year's Global Innovation 1000 study -- an examination of the 1,000 public companies that spend the most on researching and developing products for their markets -- the world's major innovators are shifting more of their R&D to software and services. The shift is being driven by the supercharged pace of improvement in what software can do, the increasing use of embedded software and sensors in products as varied as power turbines and cars, and rising customer expectations. Between 2010 and 2015, the companies in the Global Innovation 1000 study increased their R&D spending on software offerings by 65 percent and their spending on service offerings by 36 percent. As this shift intensifies, companies are facing an array of managerial, organizational, and cultural challenges.
As the boundaries blur among hardware, software, services, and telecom, tech sectors become less relevant. Tech companies now distinguish themselves through their strategic identity. This analysis of leading enterprise-oriented information and communications technology (ICT) companies shows them competing for customers -- but setting themselves apart in new ways.
The Impact of Data in the Oil and Gas IndustryNetApp
Worldwide demand for oil and gas is growing; it’s expected to reach over 94 million barrels per day by the end of 2015.1 In response, most companies in the oil and gas industry plan to invest the same amount or more in digital technologies now and in the future.2 Digital technologies can help companies reach remote sources of oil and gas at efficient costs, while continuing to enhance environmental safeguards, operational safety, reliability, and security.
Find out how NetApp can help energy, oil and gas industries manage big data to optimize production and maximize profits with energy data management: http://www.netapp.com/us/solutions/industry/energy/
Microdisplays Market - Witness vigorous expansion by 2025Arushi00
The transition of the display industry from cathode ray tube (CRT) to organic light emitting diodes (OLED) has been crucial in boosting the demand for microdisplay technology.
El "incipiente" mercado relacionado con el uso de drones está capacitado para generar oportunidades de negocio por un valor total de 127.300 millones de dólares (111.846 millones de euros), donde las infraestructuras, la agricultura y el transporte serían los sectores más beneficiados.
Zinnov Zones for Product Engineering Services 2017Zinnov
Zinnov Zones is an annual rating for Global Technology Service Providers evaluating their prowess in PES, Digital Tech, IoT, M&T, Robotic Automation among others. More at www.zinnovzones.com
Piloting The Cloud: Acting on OMB's Mandate - RightNow TechnologiesNitin Badjatia
The Federal Government is in the process of modernizing technologies across all agencies. As part of a new mandate issued by the OMB [2009], a major emphasis is being placed on cloud computing technology. This presentation was made to cabinet level agencies across the civilian sector of the Federal Government. The primary goal was to educate department, program and agency leaders on the basics of cloud computing and present some examples of success stories with RightNow's cloud computing based customer experience management products.
The business landscape is being transformed by a series of megatrends, of which digital technology is already proving to be the most pervasive and potentially disruptive.
Consumer Intelligence Series: The sharing economyPwC
By unlocking the sharing economy today, can companies transform today's threats into tomorrow's opportunity? What must incumbents and challengers do to position themselves ahead of disruption and to capitalize on new sources of revenue? Through consumer surveys, conversations with influencers, interviews with business executives and social listening, PwC's research presents a holistic view of what's unfolding across business and consumer landscapes.
Building bench strategic planning ceos executive successionPwC
Putting the right talent at the top is critical for boards and CEOs who need to ensure their companies thrive in today’s dynamically changing landscape. To compete and win, companies need to cultivate executive talent and teams that can recognize and seize strategic opportunities in constantly shifting conditions. Do you have a succession process that can put the right talent at the top?
We are pleased to present Driving Value: 2015 Midyear Automotive M&A Insights, PwC's review of mergers and acquisitions (M&A) activity and key trends impacting the global automotive industry. In this edition, we look at:
The status of global automotive deal activity amongst vehicle manufacturers, suppliers, financiers, and other related sectors
Key trends that impacted the deal market
Transaction activity by sector and region
Our perspective on the journey to the future
This latest edition is meant to serve only as a preface to the insights and observations that we can provide to drive successful transactions. M&A leaders in the automotive and financial sectors frequently turn to us for advice on potential transactions and the strategies underpinning those deals. Your feedback is important to us, and we welcome the opportunity to provide you with a deeper look into any of these trends that may be of benefit to your organization.
The inaugural edition of our accounting and financial reporting guide, Consolidation and equity method of accounting, addresses the accounting for consolidation matters under U.S. GAAP reflecting the latest standards. The guide discusses the consolidation framework and equity method of accounting, providing specific guidance and examples related to various topics such as:
The consolidation framework
Variable interest entities (VIEs)
Voting interest entities (VOEs)
Equity method investments
Joint ventures (JVs)
Intercompany transactions
Global companies investing in the United States face unique opportunities and challenges. Doing business in the US reviews the key tax issues and provides insights to help investors navigate the US business environment.
Healthcare reform: Five trends to watch as the Affordable Care Act turns fivePwC
In its first five years, the Affordable Care Act (ACA) has had a profound, and likely irreversible, impact on the business of healthcare. Industry leaders must rethink strategies to remain relevant in a post-ACA world.
Web Page: http://www.pwc.com/us/acahealthreform
A consumer study prepared by PwC to investigate how behavioral, regulatory, and technological disruption are changing consumer's approaches to managing their health.
PwC’s Trends in People Analytics report highlights our recently published 2015 PwC Saratoga US benchmark data, as well as the implications for people analytics functions and key trends for consideration.
International Transfer Pricing 2015/16, now in its 15th edition is an easy to use reference guide covering a range of transfer pricing issues in nearly 100 territories worldwide. It explains why it is vital for every company to have a coherent transfer pricing policy which is responsive to the rapidly changing markets in which they operate. The book not only shows why sound transfer pricing policies should be developed, but also why such policies need to be re-evaluated regularly. It offers practical advice on a subject where the right amount of effort can produce huge benefits in the form of a competitive and sustainable tax rate, and leave the company well positioned to defend against aggressive tax audits.
Market Research Reports, Inc. has announced the addition of “Global Data Center Rack PDU Market 2017 - 2021” research report to their offering. See more at - http://mrr.cm/3V8
IoNT is a network of nanoscale devices, sensors, and machines integrated into everyday physical objects that are connected to the Internet for effective data communication. It improves operational efficiency by increasing the pace of communication over the existing infrastructure and enhances business productivity in any industrial setup. IoNT focuses on improving the process capabilities by expanding the data storage and computing capacity at the basic sensor level. The IoNT is embedded with nanotechnology allowing integration of nanoscale devices with the existing communication infrastructure and the Internet. It creates smart communication environments, such as smart homes, smart shopping, smart transportation, and smart healthcare. The IoNT can efficiently monitor and manage many interconnected nanoscale devices.
Market Research Reports, Inc. has announced the addition of “Big Data in Global Telecom Market: Key Trends, Market Opportunities and Industry Forecast 2015-2020" research report to their Offering. See more at - http://mrr.cm/oqS
The worldwide semiconductor industry: Trends and opportunities 2016 The Broker Forum
The worldwide semiconductor industry: Trends and opportunities 2016
Today, the rapid pace of innovation and ever-expending use of technologically advanced devices including smartphones, tablets, flat-screen monitors, smart connected cars and medical devices is multiplying the number of semiconductor components being used around us every day. Digitization, connectivity and the internet of things (IOT) now promise solid growth for the global semiconductor market.
Discover how you can develop your business by looking at this market infographic from The Broker Forum.
MarketResearchReports.com has announced the addition of “Forecast of Global Power Distribution Units (PDU) Market 2024” research report to their offering. See more at- http://mrr.cm/w2a
Market Research Reports, Inc. has announced the addition of “The Mobile Healthcare (mHealth) Bible: 2015 - 2020” research report to their offering. See more at- http://mrr.cm/ZuA
Superconductors: Technologies and Global MarketsReportLinker.com
THIS REPORT CONTAINSExamination of trends in superconductivity technology and the global market for superconductivity applications, including science, research, and technology development; healthcare; electric utilities; computing; transportation; communications; and military/defense Analysis of market trends, with data from 2009, estimates for 2010, and projections of compound annual growth rates through 2015 An overview, featuring definitions, a brief history, and superconductivity characteristics Developments in superconducting technology that are expected to influence the market through 2015 Detailed market estimates and projections for each technology, application, and end use Descriptions of key players in the emerging industry. INTRODUCTION
MarketResearchReprots.com has announced the addition of “Forecast of Global Semiconductor Inspection Equipment Players Market 2023” research report to their offering. See more at- http://mrr.cm/w3C
Bill Stankiewicz Vice President Shippers Whse. Copy Of Hi Tech ReportBillStankiewicz
Bill Stankiewicz Vice President Shippers Whse. Copy Of Hi Tech Report,
Regards,
Bill Stankiewicz
Vice President & General Manager
Shippers Warehouse Co., Inc.
(678) 364-3475
www.shipperswarehouse.com
Global Internet of Things (IoT) Market size was valued at USD 156.58 Billion in 2021, and is projected to reach USD 693.94 Billion by 2028, growing at a CAGR of 23.7% from 2022 to 2028.
Load Balancer Market by Product Type, Distribution Channel, End User 2024-2032IMARC Group
The global load balancer market size reached US$ 5.5 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 14.9 Billion by 2032, exhibiting a growth rate (CAGR) of 11.4% during 2024-2032.
More Info:- https://www.imarcgroup.com/load-balancer-market
The scope of the report includes a detailed study of global and regional markets on IoT Chip Market with the reasons given for variations in the growth of the industry in certain regions.
Collaborative Robot Market by Product Type, Distribution Channel, End User 20...IMARC Group
The global collaborative robot market size reached US$ 2.7 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 50.8 Billion by 2032, exhibiting a growth rate (CAGR) of 37.98% during 2024-2032.
More Info:- https://www.imarcgroup.com/collaborative-robot-market
Cloud Storage Gateway Market - Outlook (2017-21)ResearchFox
Cloud storage gateways enable organizations to leverage cloud storage while delivering on premise services to remote and branch offices thereby eliminating data silos, reducing reliance on traditional and expensive IT storage. Cloud storage gateways acts a bridge between cloud storage systems and enterprise applications and overcomes incompatibility between the protocols used for public cloud technologies and legacy storage systems. Besides, cloud storage gateway appliances provide data deduplication and compression capabilities to make use of available bandwidth efficiently and move data as quickly as possible. This report presents interpretative and easy-to-understand facts on how the current Cloud Storage Gateway market is segmented based on end users, industry verticals and geographies. It cuts through several facets of the cloud storage gateway market such as market size, market share for each segment, the drivers and constraints of cloud storage gateway marketplace. This report also provides information on the challenges and opportunities that lie ahead for these Cloud Storage Gateways.
Similar to The Internet of Things: The next growth engine for the semiconductor industry (20)
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Chain Reaction: How Blockchain Technology Might Transform Wholesale InsurancePwC
With the goal to identify where blockchain technologies have the greatest potential, this research report sponsored by PwC and conducted by Z/Yen, is based on 50+ interviews with brokers, insurers, reinsurers, regulators and trade bodies from across the global wholesale insurance market.
In depth: New financial instruments impairment modelPwC
On June 16, 2016, the FASB issued Accounting Standards Update 2016-13, Financial Instruments – Credit Losses (Topic 326) (the “ASU”). The ASU introduces a new model for recognizing credit losses on financial instruments based on an estimate of current expected credit losses. The new model will apply to: (1) loans, accounts receivable, trade receivables, and other financial assets measured at amortized cost, (2) loan commitments and certain other off-balance sheet credit exposures, (3) debt securities and other financial assets measured at fair value through other comprehensive income, and (4) beneficial interests in securitized financial assets.
Many internal audit departments are investing in data analytics, but are struggling to fully realize the anticipated benefits. By avoiding common pitfalls and implementing data analytics holistically throughout the department, stalled analytics programs can be restarted, or new programs more successfully implemented.
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On June 21st, PwC’s Health Research Institute (HRI) released its annual Medical Cost Trend: Behind the Numbers 2017 report. PwC’s HRI anticipates a 6.5% growth rate for 2017—the same as was projected for 2016. The report identifies the key inflators and deflators as well as historical context to better understand the medical cost trend for 2017. Increases in the trend due to utilization of convenient care access points and an uptick in behavioral healthcare benefits for employees are being offset by more aggressive strategies by pharmacy benefit
Stepping into the cockpit- Redefining finance's role in the digital agePwC
Insurance finance functions have been refining their
operating models to better align with business partner
demands, as well as adopting leading practices on how
to best utilize people, process and technology. The
challenge is that the business landscape is continuously
shifting and the pace of change is rapidly accelerating.
In spring 2016, PwC investigated the current state and
future direction of stress testing. We surveyed 55 insurers
operating in the US about their stress testing framework and
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Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Adjusting primitives for graph : SHORT REPORT / NOTES
The Internet of Things: The next growth engine for the semiconductor industry
1. The Internet of Things:
The next growth engine
for the semiconductor
industry
www.pwc.com
A study of global semi
conductor trends and
powerful drivers behind
them – special focus on
the impacts of Internet of
Things.
2.
3. The Internet of Things:
The next growth engine
for the semiconductor
industry
A study of global semi
conductor trends and
powerful drivers behind
them – special focus on
the impacts of Internet of
Things.
5. The Internet of Things: The next growth engine for the semiconductor industry 5
Preface
Preface
The ever-expanding array of cutting-edge devices such as smartphones, tablets,
ultramobile, electric cars, new aircraft, and wearable devices, is driving a constant
expansion of the number of semiconductor components we use in our daily lives.
In 2013, this growing demand saw the global semiconductor industry exceed
US$300 billion in sales for the first time ever, and the momentum has been
successfully maintained in 2014. So, will this golden age for the semiconductor
industry continue? How will the semiconductor market develop over the next few
years? What are the key success factors? And how should semiconductor companies
prepare for emerging trends?
This study aims to identify the major factors and trends that will drive the global
semiconductor market over the next few years, and recommend to semiconductor
companies the products, components, and regions to which they’ll need to pay
most attention. In addition to this analysis we are taking a close look at the next
technology mega-trend: the “Internet of Things (IoT)”. We highlight its potential
benefits and challenges, and suggest ways that semiconductor companies can
benefit from the IoT’s development.
We would like to extend our sincere thanks to Dr. Reinhard Ploss, CEO of Infineon
Technologies, and Keith Jackson, President and CEO of ON Semiconductor, whose
insights have tremendously enhanced our report.
Join us on our journey into this new and emerging world as we take a closer look at
the possible future of the semiconductor industry.
If you would like further information or to discuss any of the findings in our report
and how they might impact your business, please do not hesitate to contact either of
us (raman.chitkara@us.pwc.com or werner.ballhaus@de.pwc.com) or any member
of our global technology team listed at the end of this document.
Raman Chitkara Werner Ballhaus
Global Technology Industry Leader German Technology, Media and
Telecommunications Leader
6. 6 The Internet of Things: The next growth engine for the semiconductor industry
Table of contents
Table of contents
Preface..................................................................................................................... 5
Table of figures........................................................................................................ 7
List of abbreviations................................................................................................. 8
A Report structure............................................................................................... 9
B Methodology.................................................................................................... 9
C The Global semiconductor market...................................................................10
1 Overall market forecast...................................................................................12
2 Growth by component.....................................................................................13
3 Growth by region.............................................................................................15
4 Growth by application.....................................................................................17
D The Internet of Things and wearables: the next growth engine
for the semiconductor industry........................................................................21
1 The IoT is expected to drive a massive increase in connected
devices and revenue growth across multiple industries.................................. 22
2 The IoT ecosystem and the role of semiconductors.......................................... 23
3 What should semiconductor companies do to capture value from the IoT? ..... 29
E Summary and conclusion................................................................................32
F For more information – PwC can help............................................................. 33
Contacts.................................................................................................................34
7. The Internet of Things: The next growth engine for the semiconductor industry 7
Table of figures
Table of figures
Fig. 1 Global semiconductor billings – history................................................. 10
Fig. 2 Global semiconductor billings – forecast by component........................ 13
Fig. 3 CAGR 2014–2019 by component........................................................... 13
Fig. 4 Global semiconductor consumption – forecast by region....................... 15
Fig. 5 Global semiconductor billings – forecast by application........................ 17
Fig. 6 CAGR 2014–2019 by application........................................................... 17
Fig. 7 Connected devices by 2020...................................................................22
Fig. 8 IoT market by 2020...............................................................................22
8. 8 The Internet of Things: The next growth engine for the semiconductor industry
List of abbreviations
List of abbreviations
ASIC Application-specific integrated circuit
ASP Average selling price
BRIC Brazil, Russia, India, China
CAGR Compound annual growth rate
CMOS Complementary metal oxide semiconductor
CPU Central processing unit
DRAM Dynamic random access memory
GDP Gross domestic product
IC Integrated circuit
IDE Integrated development environment
MCU Microcontroller unit
MICA My intelligent communication accessory
MPU Microprocessor unit
ODM Original design manufacturers
SRAM Static random-access memory
SoC System on Chip
SW API Solidworks application programming interface
WSTS World semiconductor trade statistics
9. The Internet of Things: The next growth engine for the semiconductor industry 9
Report structure/Methodology
We start our review of the semiconductor industry with an analysis of its
global growth and prospects, broken down into component, regional, and
application categories. Then, we focus on the Internet of Things (IoT) and one
of its applications: “wearables”. We classify the role of semiconductors in the IoT
ecosystem and analyze the impacts of the IoT and wearables on the semiconductor
industry. Finally, we bring out the challenges and market trends that semiconductor
companies will face and provide three recommendations to semiconductor
companies for capturing value from the IoT.
A Report structure
B Methodology
Calculation of sales forecasts
Sales forecasts are based on analyses of technological trends and the main
value drivers. This is followed by analyses of macroeconomic factors, changes in
consumer behavior and demographic developments. Mathematical forecast models
are used as the basis for investigating the effects of individual value drivers and for
forecasting the developments of the semiconductor market. The data obtained are
then assessed by our industry experts, checked for consistency and adjusted where
necessary.
Currency used for the sales forecast
The currency used for sales forecasts is the United States dollar, the “base currency”
of the semiconductor industry, at least in the main commodity markets. Exchange-
rate fluctuations have not been assumed. The figures are reported in nominal terms,
and thus include inflation effects. The historical data is taken from WSTS and PwC
analysis. Sales are shown as “billing revenues”.
Interviews with experts
Interviews with Dr. Reinhard Ploss, CEO of Infineon Technologies, and Keith
Jackson, President and CEO of ON Semiconductor, were conducted in January 2015.
10. 10 The Internet of Things: The next growth engine for the semiconductor industry
The Global semiconductor market
Total sales of US$336 billion in 2014 saw the global semiconductor industry once
again achieve record sales, growing 9.9% over 2013’s record US$306 billion.
Several semiconductor application markets stood out in 2014. Data processing was
the largest market by sales, reaching US$134 billion in 2014, a 12.8% increase
from 2013. The communications and automotive markets have shown particular
strengths, driving growth in 2014 which is expected to continue in coming years.
Annual sales in almost all regions have shown sustained growth, with Asia-Pacific
continuing to grow in importance. In terms of installed semiconductor components,
logic integrated circuits (ICs) was the largest category, with sales reaching US$90
billion in 2014, a 6% year-on-year increase. Memory was the fastest growing
category, seeing an 18.2% annual increase. Another remarkably fast-growing
category was sensors, achieving sales of US$9 billion in 2014, an 8.2% annual
increase. We expect sensors to see the highest growth rate, with a CAGR of 10.4%
from 2014 to 2019.
Rapid technological innovation is driving growth in the semiconductor industry. As
more and more cutting-edge devices (such as smartphones, tablets, ultramobiles,
electric cars and wearable devices) emerge, they are constantly expanding the
number of semiconductor components we use every day. The advance of digitization
and the IoT will further increase demand for semiconductor products. Taken
together, these factors will drive solid growth for the global semiconductor market
over the next five years.
C The Global semiconductor market
Fig. 1 Global semiconductor billings – history
bn US$
Source: WSTS, PwC analysis.
451988
331987
491989
511990
551991
601992
771993
1021994
1441995
1321996
1371997
1261998
1491999
2042000
1392001
1412002
1662003
2132004
2272005
2482006
2492008
2982010
3002011
2922012
3062013
3362014
2262009
2562007
11. The Internet of Things: The next growth engine for the semiconductor industry 11
The Global semiconductor market
“Internet of Things (IoT) as well as digitization will
belong to the big drivers for the growth of semiconductor
industry in the next years. Currently, IoT is still highly
fragmented with a lot of single solutions. A key factor for
success will be the competence to integrate and apply these
single solutions. For example, it is crucial to combine the
functionalities of sensors, actuators and computing power
– such as security, connectivity and microprocessors.”
Dr. Reinhard Ploss, CEO Infineon Technologies
“We observe three key trends in the semiconductor industry in
the years ahead. The big one is the connectivity of information
which is also called Internet of Things. It stimulates a huge
demand of sensors for the semiconductor industry. Power
consumption and automation are the other two important
trends. Some of them may not be totally new but they are
continuing to drive the semiconductor industry and offer us
opportunities in multiple forms. When we look at the markets,
in our perspective the automotive and communication
markets will be the two largest drivers for the growth of the
global semiconductor market for the next years.”
Keith Jackson, President and CEO of ON Semiconductor
12. 12 The Internet of Things: The next growth engine for the semiconductor industry
1 Overall market forecast
PwC’s analysis of the global semiconductor market suggests that between 2014 and
2019 billings will increase by US$96 billion to US$432 billion, corresponding to a
compound annual growth rate (CAGR) of 5.2%. Our analysis assumes that there
won’t be an economic downturn in the period to 2019 and we also believe that
technological progress will maintain its high pace and that the scaling down of
semiconductor feature sizes will continue.
We have gathered eight key findings for the global semiconductor market:
1. The industrial and automotive markets will both drive significant growth in
demand for semiconductors.
2. The trend towards integrating more semiconductor features on a single chip will
continue.
3. The sensor sector’s remarkably high growth rate is being driven by numerous
innovations in sensor technology and strong demand generated by the emerging
concept of the Internet of Things (IoT).
4. Accelerating sales of tablets continue to drive the data processing application
market. However, the significant growth of ultramobile devices strongly suggests
that these will gradually displace tablets as the leader, and become the powerful
driver for data processing application markets in the future.
5. The communications market today generates much of its revenue from the sales
of premium smartphones. However, the advent of utility/basic smartphone will
lead to rapid growth of semiconductor sales, especially in developing economies,
presenting both opportunities and challenges to semiconductor players.
6. The consumer electronics market is driven by the growth in units sold,
particularly in digital set-top boxes. With the development of sensor and network
technologies, new product categories (i.e., wearables) are emerging and these
will stimulate further growth of the semiconductor market.
7. In the automotive market, China’s lead will continue, owing to the number of
vehicles produced and an increase in the average semiconductor content per
vehicle. India is expected to return to growth in the medium term while the
growth rates of Brazil and Russia will slow. In their place, we expect high growth
in Mexico, Poland, Indonesia, Turkey and Thailand.
8. The IoT is the next growth engine for the semiconductor industry, particularly for
the sensor, communications, and industrial segments.
As the above shows, there are likely to be considerable variations in growth between
components, regions, and applications. In the following section we examine the
likely drivers of demand across each of them for the next five years.
The Global semiconductor market
13. The Internet of Things: The next growth engine for the semiconductor industry 13
2 Growth by component
The Global semiconductor market
Fig. 3 CAGR 2014–2019 by component
Source: Gartner, PwC analysis.
6.6%
4.6%
10.4%
5.0%
5.4%
4.4%
4.8%
Optical
semiconductors
Logic
Sensor and
actuators
Analog ICs
Memories
MPUs and
MCUs
Discrete
semiconductors
Discrete semiconductors
Optical semiconductors
Sensors and actuators
Memories
MPUs and MCUs
Analog ICs
Logic
Fig. 2 Global semiconductor billings – forecast by component
bn US$
2013 2014 2015 2016 2017 2018 2019
103969087867967
59
86
28
63
90
45
40
306
336
365 367 379
405
432
30
67
97
50
33
66
97
51
33
68
100
51
35
7873
113
106
57
53
41
2638
24
18
8
9
10 10 11
13
14
21
2323 23
14. 14 The Internet of Things: The next growth engine for the semiconductor industry
“We expect solid growth for sensors over the next years. This is
obvious if you look at the automotive segment, where Advanced
Driver Assistance Systems (ADAS) and self-driving cars are about
to create huge demand for sensors. The IoT is another key driver,
where sensors will be essential to facilitate new applications.”
Dr. Reinhard Ploss, CEO Infineon Technologies
Examining the worldwide semiconductor market in terms of installed components,
logic integrated circuits (ICs) will remain the largest single segment in the period to
2019. We expect a total of US$113 billion revenues for Logic ICs in 2019, followed by
memory at US$103 billion and microcontrollers (MCU) and microprocessors (MPU)
at US$78 billion. However, the highest growth rate will be seen in the sensors and
actuators segment with a CAGR of 10.4%.
Key drivers for the growth in our forecast by component can be found in the
application markets. Particular applications in smartphones, cars, and consumer
electronics will contribute to most of the growth in the logic segment. Likewise,
analog products with applications in telecommunications and automotive will lead
to substantial growth for analog ICs, whereas the general purpose market will suffer
from declining average selling prices (ASPs).
The emerging concept of the IoT creates a compelling investment case in the sensor
segment. Without sensor endpoints, the progress of the IoT would not be possible,
as sensors enable the collection of changes in a range of ambient conditions such
as temperature, light, movement, etc. Furthermore, the development of new types
of devices relies heavily on innovation in sensor techniques. For example, clothing
integrated with wearable sensors can measure the energy output of a user's muscles
as well as their breathing. Small unobtrusive and transdermal sensors enable
devices to read and transmit information about biometrics and blood biomarkers.
In the memory sector, the NAND flash memory market became larger than the
DRAM market in 2013, owing to increasing demand for smartphones and tablets
as well as weaker demand for commodity DRAM used in personal computers. In
2014, high-volume production of 15 and 16 nm NAND chips has been increasing. In
addition, volume production of 3D NAND chips has been announced by Samsung.
We expect NAND flash to widen its lead over DRAM in the coming years.
The Global semiconductor market
15. The Internet of Things: The next growth engine for the semiconductor industry 15
Fig. 4 Global semiconductor consumption – forecast by region
2014
China
56.5%
Rest of the world
15.8%
Americas
11.7%
Europe
9.6%
Japan
6.4%
2019
Source: Gartner, PwC analysis.
China
60.5%
Rest of the world
13.7%
Americas
11.4%
Europe
9.0%
Japan
5.4%
3 Growth by region
The Global semiconductor market
“The American semiconductor market will continue to
grow over the next five years. This growth mainly benefits
from tremendous technology innovations in America and
full access to the emerging markets like China.”
Keith Jackson, President and CEO of ON Semiconductor
16. 16 The Internet of Things: The next growth engine for the semiconductor industry
“Regarding semiconductor consumption the strongest growth will remain in
Asia, although the gap to the Americas will narrow. We expect Europe to recover,
but we should watch the situation carefully. Today, the European industry plays
a big role in segments such as aerospace, automotive, energy, industry and
security. However, in the upcoming age of IoT, non-European competitors will try
to advance on these traditionally European dominated segments. To maintain
its position, the European industry has to accelerate its efforts in digitalization
and should build up competencies in system solutions.”
Dr. Reinhard Ploss, CEO Infineon Technologies
China’s semiconductor consumption market continues to grow and, with the
exception of 2010, its market share has been increasing every year since 2003.
Of particular note is that since 2013, more than half of worldwide semiconductor
consumption revenues take place in China. This strong growth is driven by two key
factors.
• In 2013, electronic equipment production in China increased by US$45 billion,
while decreasing in the rest of the world by US$15 billion. As a result, China’s
market share of electronic equipment production reached 35.1% in 2013. Most
industry analysts believe that China’s increasing share of electronic equipment
production will continue to rise at a moderate rate over the next few years.
Gartner forecasts that China’s share of electronic equipment production will
increase to more than 38% by 2017.
•
In 2013, the semiconductor content of China’s electronic equipment production –
at 34% – remained well above the 20% worldwide average. We predict that the
semiconductor content of electronic equipment will gradually increase to over
35% by 2017, while the worldwide average content increases to 25%.
Our analysis of the global semiconductor market indicates an annual growth rate
of 5.2% to 2019, with significant regional variations. In Asia, China will continue
to expand its semiconductor market leadership and increase its market share, as
a result of strong economic growth and the rapid growth of its IC design sector. In
contrast, Japan will grow only by an annual rate of 1.5% in the projected period
and its semiconductor market share is likely to continue shrinking. Europe and
the Americas will see moderate annual growth rates of 3.9% and 4.5% to 2019,
respectively. For the rest of the world, growth will be concentrated in Taiwan, South
Korea and Singapore.
The Global semiconductor market
17. The Internet of Things: The next growth engine for the semiconductor industry 17
4 Growth by application
As shown in Figures 5 and 6, in the period to 2019 the largest overall application
segments will remain data processing and communications. However, the industrial
segment will exhibit the highest growth rates with 9.7% CAGR up to 2019.
The Global semiconductor market
Fig. 6 CAGR 2014–2019 by application
Source: Gartner, PwC analysis, PwC Autofacts 2015 Q1 Forecast Release.
8.2%
4.0%
9.7%
4.8%
3.4%
Automotive
Data processing
Industrial
Communications
Consumer
electronics
IndustrialData processing
Communications
Automotive
Consumer electronics
2013 2014 2015 2016 2017 2018 2019
162149140137140134118
91
39
29
101
38
29
28
306
336
365 367 379
405
432
33
112
42
32
39
112
42
34
42
115
43
37
45
127
120
46
45
44
41
53
49
Fig. 5 Global semiconductor billings – forecast by application
bn US$
18. 18 The Internet of Things: The next growth engine for the semiconductor industry
Data processing
Semiconductor sales in the data processing segment, which includes devices such as
desktop PC, notebook, ultramobile, and tablet, will continue their gradual growth
in the period to 2019. Notebook computers will no longer be the powerful driver
they once were, and will experience a continuous decline. Desktop PC sales will
keep shrinking in the long-term as we believe. In contrast, tablet sales will continue
to see a high growth rate of 7.6% in the period to 2019. This will be largely driven by
stronger unit sales of less-expensive tablets. Semiconductor billings for tablets are
expected to exceed those for notebooks in 2018.
In 2014, semiconductor sales in ultramobile, an effective hybrid of PC and tablet,
achieved a remarkable increase of 84.7%. In terms of their dimension and function,
ultramobiles are designed to perform the same tasks as a notebook PC but have
the dimensions of a tablet, a touchscreen, and some additional functional buttons
at their edge. They are therefore a good choice for “mobile workers”, especially in
today’s world in which mobile internet access has come of age. While still classified
as a niche product, we believe ultramobile will see considerable growth in sales in
the period to 2019 with a CAGR of 21.1%. What’s more, we expect ultramobiles to
gradually overtake tablets and become the most powerful driver of semiconductor
sales in the data processing segment.
Communications
The communications segment of semiconductor sales is split into five categories:
premium smartphone, utility/basic smartphone, traditional phone, wireline
communication, and other wireless communications. Thanks to the introduction of
next-generation mobile communication systems (i.e., Advanced LTE), smartphone
sales will continue to take center stage and eclipse traditional, basic and feature
phones. However, the advent of utility/basic smartphones will usher in a new battle.
These low-end smartphones are designed to serve the needs of broader customer
groups, particularly in developing economies such as the Asia region. We’ve already
seen strong growth of 18.6% in semiconductor sales for low-end smartphones in
2013 and expect the market share of these devices to increase rapidly in the years to
2019.
Rapid growth of semiconductor sales in the low-end smartphone markets presents
particular opportunities and challenges for semiconductor players. Two major
challenges stand out:
• How to quickly capture this significant growth opportunity, particularly the huge
potential in developing countries.
• How to develop powerful integrated application processors (AP) at a reasonable
cost.
We believe that those players who react to these challenges fastest, will win the
greater share of the market in this new battle.
Despite the remarkable increase of low-end smartphones, semiconductor sales in
the communications segment will still be strongly driven by premium smartphones
owing to their high semiconductor content value per phone.
The Global semiconductor market
19. The Internet of Things: The next growth engine for the semiconductor industry 19
Wireline communication will also remain an important application market for the
semiconductor industry. Existing networks are already overloaded with current
data traffic, so there is huge demand for higher capacity and transmission speed,
especially with regards to the development of the IoT. Solutions in the form of ultra-
high-speed chips and novel high speed and complex circuits can only be realized
with the most advanced semiconductor technologies. Therefore we expect positive
growth for semiconductor revenues related to wireline communication devices in
the period to 2019 with a CAGR of 2.2%.
Consumer electronics
In consumer electronics the trend towards devices combining computing,
internet and TV in one digital set-top box will remain the major driver of growth.
Semiconductor sales related to digital set-top boxes will achieve a CAGR of 22.7%
in the period to 2019. The majority of semiconductor revenue in the consumer
electronics segment will be generated by TV devices. Additionally, the rising
penetration of smart TVs will also have a positive impact on semiconductor
billings and hence we’re also likely to see an upturn in the TV market in 2017.
Semiconductor sales in video games are highly influenced by the latest releases of
games and gaming consoles. We expect sales recovery in the video games segment
in 2015 thanks to the recent release of new video game consoles (e.g., Sony’s
PlayStation 4, Microsoft’s Xbox One, and Nintendo’s Wii U), as well as some highly
anticipated new games for PlayStation 4 and Xbox One. In addition, Nvidia recently
introduced its own Shield TV game console. This is a mix of gaming console and
streaming-box, it’s “whisper quiet” and while significantly cheaper than current
gaming consoles, and it has enough processing power to leapfrog recent gaming
consoles. Furthermore, as innovative and advanced features on smartphones
and tablets, such as high-resolution graphics capabilities, these form factors will
contribute to growing semiconductor sales. Sales of DVD players and recorders will,
however, continue to decline as will semiconductor sales related to digital cameras
and portable media players which are substituted by smartphones.
The development of sensor technologies and network techniques is enabling
cloud-based services and driving the creation of new consumer electronic product
categories, such as smart wearables (discussed in the following chapter). As
new classes of consumer electronics devices emerge they will drive the growth
of new cloud services in a virtuous circle that will have a positive impact on the
semiconductor industry.
Automotive
Conventional cars are still the most important driver for semiconductor sales in
the automotive segment. In 2013, conventional cars sales contributed 94% of total
semiconductor revenues from automotive. While this proportion will decrease over
time as a result of increasing competition from electric cars and hybrids, we still
expect semiconductor revenue from conventional cars to rise to US$38 billion in
2019 (from US$25 billion in 2013).
The Global semiconductor market
20. 20 The Internet of Things: The next growth engine for the semiconductor industry
The worldwide market for electric cars and hybrids is growing fast. It benefits from
increasing demand among operators and consumers, rising vehicle availability,
lower prices and energy shortages. The growth of this market will lead to
additional demands on electronic equipment and create a positive impact on the
semiconductor industry. Compared with conventional cars, semiconductor content
per vehicle is 1.5 to 3 times higher in electric cars and hybrids. We expect that the
CAGR of semiconductor content sales market will reach 20.5% for electric cars and
hybrids in the period to 2019.
In BRIC nations (Brazil, Russia, India and China), China will keep its place as the
global volume driver in the automotive segment, with a high growth rate of 11.2%
for the years 2014–2019. Indian domestic light vehicle sales have experienced a
decline of 2.0% from 2013 to 2014. However, sales made a slight recovery of 1.5% in
the year to date 2015. We expect India to return to growth over the medium-term.
Growth rates in Brazil and Russia will slow down, subdued by decelerating GDP
growth alongside geopolitical and social uncertainty. Nevertheless, both markets
are expected to return to sustainable growth in the longer-term. Beyond the BRICs,
potential markets are emerging including Mexico, Poland, Indonesia, Turkey, and
Thailand. If they wish to seize the opportunities afforded by these new markets,
semiconductor companies will need to adapt their strategies for market entry
accordingly.
Industrial
The growth of industrial semiconductor sales is generally accepted to show a high
degree of correlation with GDP growth. As economic recovery proceeds in the
period to 2019, we’re therefore likely to see high growth in the industrial segment.
We expect a growth rate of 9.7% CAGR in the years 2014–2019.
In the industrial segment, the LED lighting sector is seen as one of the most
powerful drivers and is showing strong growth (CAGR of 30.2% in the period
to 2019). The fast-growing market demand for energy-efficient LED lighting
solutions and the rapid expansion of LED lighting applications will present a huge
opportunity for the semiconductor industry, especially for power semiconductor
manufacturers.
Other sectors likely to enjoy demand growth are security and energy management-
related applications and medical devices. With the development of connected digital
medical devices, health services are gradually shifting from a clinical setting to
the home environment. These devices produce data that can be used by healthcare
organizations to improve healthcare and by consumers to better manage their own
health and wellness. From fitness bands that monitor activity to flexible patches
that can detect heart rate, body temperature and more, these applications will
fuel capital investment in healthcare and contribute to the growth in industrial
applications of semiconductors. Furthermore, the emergence of the IoT and cloud
computing supporting machine-to-machine and digital terminals connecting
to the internet will drive sustainable growth in the industrial applications of
semiconductors.
The Global semiconductor market
21. The Internet of Things: The next growth engine for the semiconductor industry 21
The Internet of Things and wearables: the next growth engine for the semiconductor industry
D The Internet of Things and wearables: the
next growth engine for the semiconductor
industry
“Internet of Things will drive the demand, not only for
sensors, but also for microcontrollers, for actuators – with
power semiconductors inside – and for security chips. You can
find infinite possibilities and opportunities there. The success
of IoT will also depend on, how the cyber security challenges
will be solved – hardware based solutions are in our point of
view the right approach to address existing concerns.”
Dr. Reinhard Ploss, CEO Infineon Technologies
“Internet of Things will have a profound impact on the
number of units that we drive in the semiconductor
industry. We think it is going to be a lot more units, which
means also more unique types of devices that do not need
a lot of expensive features and are going to be cheap.”
Keith Jackson, President and CEO of ON Semiconductor
The IoT has indeed come a long way – from a futuristic concept just a few years
ago, to real products, services, and applications that are capturing customers’
imagination and driving their adoption of new services and devices. This is no
longer hype – the reality is evident in cool new applications being announced every
single day – smart watches, fitness bands and trackers, smart glasses to name just
a few. The IoT is manifesting itself in technologies beyond consumer electronics
in other markets and applications too. The rapid advances being demonstrated
through self-driving cars and drones are just the beginning of the endless
possibilities that a network of smart connected devices can bring to improving
human productivity, safety, and overall quality of life. Today, we can confidently
assert that the promise of the IoT is already being realized and its grand vision is just
around the corner. The IoT is also becoming more than a buzz word in the minds of
business leaders. A recent global study by the Economist Intelligence Unit revealed
that an overwhelming majority of C-suite execs expect to be using the IoT in the
next three to five years, and close to two-thirds of them believe that companies that
are slow to participate in this market will fall behind. This indicates that companies
intend to aggressively embrace and take advantage of IoT opportunities. As a
result, we’re likely to see them making big investments in defining, developing, and
bringing to market their IoT products and services.
22. 22 The Internet of Things: The next growth engine for the semiconductor industry
The Internet of Things and wearables: the next growth engine for the semiconductor industry
PCsInternet of Things TV SmartphonesTablets
Fig. 7 Connected devices by 2020
millions
2014 2020
30,000
5,400
3,200
4,100
3,300
5,500
6,000
5,000
Source: Industry Forecasts Compilation, 2020 forecast from IDC, PwC analysis.
Healthcare life sciences
Automotive
Consumer electronics
Industrial/Manufacturing
Construction/Infrastructure
Energy utilities
Retail
Fig. 8 IoT market by 2020
bn US$
2014 2020
890
890
890
890
1,335
1,780
8,900
3,462
2,225
1,150
850
Source: Industry Forecasts Compilation, 2020 forecast from IDC, PwC analysis.
1 The IoT is expected to drive a massive increase in connected
devices and revenue growth across multiple industries
520
472
23. The Internet of Things: The next growth engine for the semiconductor industry 23
While there are varying estimates and forecasts for the number of smart connected
devices, our study shows that we expect there to be anywhere between 30 to
50 billion connected devices by 2020. These 50B connected devices, according
to industry analysts at IDC, will drive the total IoT market to US$8.9 trillion by
2020, with three segments – consumer electronics, automotive and healthcare –
accounting for more than 50% of the total market in revenue terms. The breakdown
of the projected US$8.9 trillion IoT market by 2020 shows consumer electronics at
US$2.2 trillion to be the largest segment by size, followed by automotive (US$1.8
trillion) and healthcare (US$1.3 trillion). Other sectors like energy, industrials, and
construction that haven’t traditionally adopted many of the latest electronic systems
and technologies are expected to grow at faster rates as a result of the development
of the IoT.
These numbers reflect the total value from all components – hardware, software,
products, and services – that will be delivered as part of the IoT solution. What
portion of this could be the opportunity for semiconductor devices? Our analysis of
a compilation of industry forecasts, suggests that around US$33 billion will come
from “IoT related opportunities” by 2019, which includes new product categories
as well as incremental revenue in existing categories that could be attributed to the
IoT. This accounts for almost 34% of the total increase in semiconductor revenues
forecasted across all applications – US$336 billion in 2014 to US$432 billion by
2019. The remainder of this article will focus on the market trends and outlook for
different types of semiconductor devices powering these IoT applications, focusing
specifically on the wearables market and the strategies that will be required to
capture market share.
2 The IoT ecosystem and the role of semiconductors
A recent PwC study –“A Strategist’s Guide to the Internet of Things”, s+b
publication, Winter 2014, PwC and Strategy – offers an elegant method for
viewing the IoT stack, consisting of Enablers, Engagers, and Enhancers.
The Internet of Things and wearables: the next growth engine for the semiconductor industry
• Sensing
• Connectivity
• Computing
Enabler: develop
and implement the
underlying technology
• Connected
devices
• loT services
• Networking
Enabler: design,
integrate and deliver
loT services to
customers • Value-added
services
• Integrating
services
Enabler: devices own
value-added services
provided by Engagers
24. 24 The Internet of Things: The next growth engine for the semiconductor industry
Semiconductor companies would be classified in this scheme as Enablers, because
they provide the technology building blocks for the “things” within the IoT. These
infrastructure components help collect, process, and transmit real world signals and
data for IoT products and applications.
THE ROLE OF SEMICONDUCTORS – ENABLERS
The underlying core capabilities – Sensing, Connectivity, and Computing – are essential for the
IoT ecosystem and convenient categories for analyzing market trends. Of the three categories, the
market for sensing in IoT applications is expected to grow the fastest, at a CAGR of 42%, followed
by computing and connectivity at 27% CAGR, between 2014 and 2019. Computing is expected to
approximately account for 60% of the total IoT semiconductor revenues, with the remainder of the
revenues being split almost equally between sensing and communications device types.
The Internet of Things and wearables: the next growth engine for the semiconductor industry
Sensing: Sensors are becoming ubiquitous
The growing popularity of smartphones and tablets in recent years saw touch
screens, proximity sensors, accelerometers, and camera modules as some of the
first sensors to hit consumer markets. The array of sensors is now rapidly expanding
beyond motion and image sensing to include those that measure humidity, altitude,
food calorie composition, and human health indicators as a result of the increase in
the variety of consumer IoT applications such as wearables.
As the adoption of sensors increases, the IoT semiconductor revenue from sensing
devices is expected to undergo rapid growth (42% CAGR from 2014 to 2019),
generating more than US$7 billion in revenues by 2019. This could be attributed
to two key trends: advances in sensor technologies and decreasing average selling
prices (ASPs). Advanced manufacturing technologies such as MEMS and NEMS
combine electronics and mechanical components at micro and nano scales by
integrating the functionality of sensors, actuators, and integrated circuits into small
form-factors, making them suitable for use in a variety of applications. In addition
to these technological advances, intense competition in the fragmented sensor
market, with many new entrants, has resulted in a steady decrease in ASPs, in turn
leading to increased adoption of sensors. While smartphones, tablets, and wearable
devices continue to be the primary drivers of growth in the MEMS sensors, other
IoT applications such as healthcare and automotive are also witnessing increased
adoption of miniaturized sensors. The overall number of sensing nodes or “end-
points” is expected to increase to the hundreds of billions when IoT-type devices
become all pervasive.
25. The Internet of Things: The next growth engine for the semiconductor industry 25
Connectivity: Connectivity capabilities are being integrated in an increasing
number of devices and applications
Connectivity is a key capability required in IoT applications, both for consumer and
enterprise infrastructure devices. The overall communications electronics market
for semiconductors is expected to continue growing at 4.8% to reach US$127 billion
by 2019. The smartphone devices sector is growing fastest, driven by the increased
digitalization of consumers’ lifestyles. The resulting explosion in mobile data traffic
is driving the growth in mobile infrastructure equipment, which is fast migrating
towards more 4G LTE deployments that promise increased network capacity and
provide faster data transmission. This is evident from the shift in the mix from
3G to 4G in many markets. 4G LTE equipment as a percentage of all wireless
infrastructure deployments is expected to double – from ~20% in 2013 to almost
40% in 2014.
Within the embedded device space, connectivity and network processing-
related functions are increasingly being combined with embedded processors in
applications beyond cell phones. For example, Qualcomm’s Snapdragon 602A
combines an application processor, GPU, DSP, GPS, 4G LTE, Wi-Fi, and Bluetooth
targeted for the automotive infotainment segment. This trend is clearly a threat to
pure-play compute-focused chip providers that do not have a robust connectivity
solution as part of their portfolio. Further, “Combo wireless” connectivity chipsets
with integrated NFC, Wi-Fi, and Bluetooth are expected to grow strongly in
smartphones and consumer electronic devices that are expected to support multiple
communication standards and protocols.
Computing: The IoT will drive higher growth in application-specific
microcontroller units (MCUs) and flexible Systen on Chip (SoC) type designs
It’s estimated that in the next five years, unit shipments of embedded processors
attributed to the IoT will grow five times faster than the rest of the embedded
processing market. Much of that growth will come from MCU-based devices,
especially 32-bit MCUs which are becoming increasingly popular owing to the
higher computing requirements of sophisticated real-time sensors for automotive,
industrial, and medical applications. Yet another trend is observed in the growth
of application specific MCUs that have integrated connectivity and/or sensors.
These application-specific MCUs, which allow many home appliances and industrial
devices to connect to the internet, are threatening the traditional, general purpose
MCUs.
IoT applications ideally require a single chip at an acceptable form-factor and
with very low power consumption suitable for battery operated devices. These
requirements have driven growth in the number of SoC-type designs, comprising
multiple embedded cores, embedded GPU, and integrated wireless connectivity in
a single package. In the mobile compute markets, smartphones and tablets continue
to disrupt traditional computing devices such as desktops and laptops, using their
low-power ARM-based designs.
The Internet of Things and wearables: the next growth engine for the semiconductor industry
26. Spotlight: The wearable electronic devices market
Spotlight: The wearable electronic devices
market
Today, the average US home has around
seven connected devices. This number
is expected to almost triple by 2019. It’s
not therefore surprising that much early
IoT activity is centered on the consumer
segment, focusing on wearable devices,
smart TVs, video game consoles, and
digital set-top-boxes. One of these
segments – wearables – has seen some
of the coolest innovations of the last few
years, and is now a booming consumer
market. There’s been a flood of wearable
personal health tracking products that
promise to improve overall health by
monitoring activity, exercise, sleep,
and heart rate. The sudden interest
in wearables has resulted in intense
competition, rapidly making this
market crowded and fragmented, while
waiting for a dominant design to take
hold. Many wearable devices come with
their own apps and by tethering to a
smartphone link to a social network. But
a growing number of standalone devices
is also beginning to emerge.
Most popular categories of wearables
based on application use cases:
• Healthcare Monitoring:
Fitness tracking (sleep, exercise,
heart rate), Training (sports,
personal coaching), and Personal
Medical Devices (pressure, glucose
monitoring, etc.)
• Human Computer Interfaces:
Smart Glasses, Smart Watch, Head
Mounted Displays (VR headsets)
The semiconductor revenues from these two wearable
categories is expected to grow from a combined US$15
million in 2013 to more than US$7 billion in 2019. When
combined with software and services, the value according
to some estimates could be around US$11 billion to US$15
billion a year in 2019. Both categories are expected to
grow at 100%–115% CAGR for the next five years.
26 The Internet of Things: The next growth engine for the semiconductor industry
27. The Internet of Things: The next growth engine for the semiconductor industry 27
“The biggest challenge for wearables comes from consumers.
Wearables need to reflect fashion trend of users. However,
consumers usually have different tastes which change all the
time. It is an arduous task to figure out the right combination of
things that get people excited and really take off.”
Keith Jackson, President and CEO of ON Semiconductor
Challenges and market trends
Several aspects of wearable devices – from the underlying physics to the end-
user experience – play a crucial role in driving increased consumer adoption and
acceptance. Semiconductor companies will benefit from being cognizant of the
challenges and market trends as they go about designing products to compete in
these IoT segments.
Sensor technology:
Much of the magic surrounding wearables centers on the sensor technology.
Advances in sensor technology and miniaturization using MEMS and NEMS are
reducing prices and driving increased adoption. What began as health and fitness
monitoring for the casual user is now expanding to personal medical devices that
are able to more accurately measure health indicators, including oxygen saturation,
UV exposure, calorie consumption, and skin temperature. Smart glasses, smart
watches, and gaming headsets will continue to drive the need for cost effective
image sensors that provide good enough image quality in a small form factor.
The wearable sensor market is set to explode, reaching more than half a billion
shipments by 2019. While CMOS image sensors and inertial sensors are expected to
account for more than a third of the IoT sensor market (Dollars) by 2019, the highest
growth rate is expected for magnetic and pressure sensors.
Increased intelligence:
As the IoT evolves, wearable devices will transition from just performing
monitoring and reporting functions into more sophisticated functions such as
remotely controlling other things in the IoT, automatically triggering actions,
and learning and adapting to situations, e.g. location-aware augmented reality.
Increased processing capabilities will be needed to cope with the increasing levels
of intelligence required to process complex stimuli in real-time, e.g., voice-control
or gesture recognition. The percentage of semiconductor revenue represented
by compute devices is expected to increase by 6–10% between 2015 and 2019
depending on the type of wearable product.
Design considerations:
Many wearable devices have stringent design constraints demanding ultra-low
power consumption that can extend battery life and require only very infrequent
recharging. To address these requirements specialized processors are being
developed that are more configurable than the typical 32 bit embedded processor
and consume far less power. Low-power design techniques such as multi-threshold
CMOS are also being explored to optimize the design for power.
The Internet of Things and wearables: the next growth engine for the semiconductor industry
28. 28 The Internet of Things: The next growth engine for the semiconductor industry
User-centric design:
Other design factors that might not be obvious are around aesthetics, usability, and
style, driving a heavy emphasis on human-centered design, given that wearables
are the human’s direct, personal experience of the IoT. These design factors could
translate into the need for innovation in semiconductor packaging technologies that
allow for unobtrusive form-factors and increased durability to interact with bodily
(e.g., sweat, saliva) and other fluids (e.g., water, soda, milk) with which the device
might come into contact, without compromising device performance or reliability.
The design of the wearable devices should also minimize the amount of ‘training’
that consumers need before they can begin using the device.
Connectivity:
Most wearables anchor on the smartphone platform, since that is viewed as a
defacto wearable. This has led to the creation of a personal area network, centered
on the user’s smartphone, on which all wearable devices typically talk to each other
using cheap, energy efficient protocols such as Bluetooth Smart or ZigBee. As the
IoT evolves, wearables might begin communicating with other “things” in their
environment, such as machines or equipment at workplaces, retail aisle displays,
and digital signage in a shop window. These use cases and applications may require
the support of additional communication standards in the future.
New materials:
Smart garments are yet another exciting application for wearables. Applications
such as smart shirts track athletes’ performance in real-time, using sensors
integrated in the fabric, ideally in a non-obtrusive way to minimize any adverse
impact on the wearer. Other applications for smart clothing include fabric that can
moisturize, release medicines, and protect against environmental hazards. All these
exciting new applications pose requirements for new materials. For example, smart
fabrics based on phase change materials that can self-cool and thus regulate the
wearer’s temperature.
Security and privacy:
Privacy and security will be glaring concerns for people using wearable technology.
According to a PwC survey (“The wearable future”, Oct 2014), more than 80% of
respondents indicated that they were worried that wearable technology would
invade their privacy or make them more prone to security breaches. Typical
concerns include ownership and usage of private data and restrictions on when
and where certain wearable devices could be used. The former would be especially
concerning for health-related data that is collected and analyzed at multiple “nodes”
(the wearable devices themselves, hubs, or the cloud) by multiple entities (device
makers, service providers, and third parties). An example of the latter could be
prohibiting the use of certain devices while driving or operating machinery at work,
to ensure personal and public safety. Overcoming these challenges will require
a mix of regulation and innovation (e.g., advanced encryption technologies) as
wearable devices become ubiquitous.
The Internet of Things and wearables: the next growth engine for the semiconductor industry
29. The Internet of Things: The next growth engine for the semiconductor industry 29
The Internet of Things and wearables: the next growth engine for the semiconductor industry
“We realize two important implications for the semiconductor
industry:
1. Collaboration to an increased degree will benefit both the IoT
market for taking off and companies in order to participate.
2. The IoT market is governed by cheap sensors. Semiconductor
companies have to find their way to play into this situation.”
Keith Jackson, President and CEO of ON Semiconductor
3 What should semiconductor companies do to capture value
from the IoT?
The markets and applications potentially arising from the IoT arguably represent
the greatest opportunity for semiconductor growth since the internet boom. How
ever, the accompanying risks cannot be overlooked. Many of these nascent markets
bring unique technical challenges and considerable uncertainty as a result of
constantly changing customer requirements. Many technology standards are still in
development, and use cases continue to evolve. Semiconductor companies should
not only focus on these markets, but also be prepared to rapidly adapt to changing
conditions. One way to achieve that is to develop a comprehensive approach to the
IoT that spans strategy through execution, taking into account how to deal with new
business and operating models as they emerge. Our top three recommendations are to:
• Develop a clear IoT strategy spanning both applications and solutions
A fundamental first step for all semiconductor companies is to identify the target
market segments they will compete in. They then need to prioritize their product
and portfolio roadmap accordingly, and identify any capability gaps and how
they’ll close them, whether that involves organic growth, acquisitions, joint
partnerships or a combination of all these.
One option is to become a capability-focused player, offering select capabilities
(e.g., sensors or connectivity solutions) across one or more applications. However,
for wearable type applications, a more suitable option might be to adopt an
application focus, offering a comprehensive set of capabilities (compute and
connectivity, for example) for specific industry “verticals”.
30. 30 The Internet of Things: The next growth engine for the semiconductor industry
More importantly, many of the opportunities from the IoT, especially in the
consumer and wearables space, are expected to be high-volume, low ASP
(and hence low profit margin) devices. To make their efforts worthwhile,
semiconductor companies need to move up the stack to capture addition value –
by starting to think beyond the device. Success in these markets depends on
the ability not only to develop compelling products, but also to offer complete
solution and service offerings, beyond the device – by having a strong software
and applications strategy. This could involve creating a SolidWorks Application
Programming Interface (SW API) on which developers can easily write apps
for the product, or distributing high-quality developer tools, design tool-kits,
and integrated development environments (IDEs) that will make the product
development process smooth and seamless for partners. While not many chip
makers have the expertise in system software, there is a growing trend amongst
leading companies to provide not just silicon, but also middleware, e.g., protocol
stacks and accelerators in firmware.
After finalizing their IoT product and portfolio strategy, leaders should pay
special attention to closing gaps in their portfolio through either developing or
acquiring key IP. For example, wearables, given the amount of personal health
data they process, might require increased security features such as biometric
identification and advanced encryption. Other examples might include acquiring
specific connectivity IP that could be integrated into a System on Chip (SoC)
to reduce footprint and power requirements, while lowering chip cost. In
cases where complex technology is involved or is outside of the company’s core
capabilities, acquisition might be the best way forward. For example, Qualcomm’s
acquisition of Cambridge Silicon Radio (CSR), Microchip Technology’s acquisition
of ISSC Tech Corp., etc. are all examples of companies closing portfolio gaps to
successfully compete in IoT markets.
• Define a comprehensive ecosystem strategy
The IoT has many moving parts, and all players – Engagers and Enhancers –
across the value chain are closely eyeing revenue opportunities. Developing a
comprehensive ecosystem strategy is key to success in this diverse environment.
This consists of both a technology and development ecosystem.
Solving the technology ecosystem piece of the puzzle means first defining the
company’s role in setting standards and creating new platforms. Should it invest
in creating a new platform and rally other players to adopt it? What will be the
investment required to do that and is it justified? If the answer to that question
is negative, businesses should strategically choose the most appropriate existing
platforms and standards around which they can build the product or solution. An
example would be a technology platform such as ARM’s mbed OS, device server,
and development tools that are specifically optimized for power efficient, secure
connectivity for IoT device applications. Another is ARM’s and Cadence’s deal to
use TSMC’s new ultra-low power platform for IoT and wearables.
The Internet of Things and wearables: the next growth engine for the semiconductor industry
31. The Internet of Things: The next growth engine for the semiconductor industry 31
The Internet of Things and wearables: the next growth engine for the semiconductor industry
Addressing the second aspect, the development ecosystem, requires companies
to investigate the appropriate partner(s) (e.g., original design manufacturers
(ODMs) and distributors) they’ll need to work with to build out IoT capabilities.
Designing a chip for wearable products might require collaborating jointly with
fashion houses and fabric designers or, in other cases, sports brands and sports
equipment makers. For example, Intel has announced its collaboration with
Opening Ceremony to design a fashion bracelet called MICA (“My Intelligent
Communication Accessory”), that helps women stay connected through SMS
messages and meeting alerts. In other cases, collaboration might be to address
specific challenges such as navigating regulatory hurdles (for personal medical
devices). Choosing the right design, manufacturing, and channel partners will
ensure that the best overall solution is created for the end customer through
effective collaboration across the value chain.
• Develop an operational strategy to ensure flawless execution
Last but not the least, is plotting the path to operationalize the company’s IoT
strategy. This aspect is frequently overlooked, but failing to address it may result
in unexpected outcomes that are directly attributable for failed execution. Many
of the IoT applications might require new business and/or operating models that
steer companies into uncharted territory. Collaborating across the value chain
with a variety of participants from unfamiliar industries will require changes
to go-to-market strategy, as well as sales and channel management practices.
This is especially true of the wearables market, which has the most diverse set of
potential value chain participants manufacturing items such as fashion garments
and footwear, jewelry, sports equipment, and medical devices. Some wearable
applications might involve both high volumes and a considerable variety of
products. Managing these variables effectively means rethinking how best to
organize the supply chain to meet customer requirements and then optimize it for
competitive advantage.
32. 32 The Internet of Things: The next growth engine for the semiconductor industry
E Summary and conclusion
PwC’s forecast for the global semiconductor market suggests that between 2014
and 2019 billings will increase by US$96 billion, representing a compound annual
growth rate (CAGR) of 5.2%. Data processing will be the largest single segment,
with a total of US$162 billion in 2019, followed by the communications segment
with a total of US$127 billion in 2019. The strongest growth will be in the smaller
segments: industrial (forecasted CAGR of 9.7%) and automotive (forecasted CAGR
of 8.2%).
Various applications that could be positively impacted by the IoT will drive rapid
growth in the semiconductor industry over the next few years. While markets such
as wearables, smart TVs, and autonomous vehicles offer huge opportunities to
semiconductor companies, they are also fraught with many unresolved challenges
such as privacy and security. Semiconductor companies, as Enablers of the IoT
ecosystem, will play a critical role in providing the foundational capabilities
required to develop innovative solutions. As they do so, they’ll need to carefully
consider how to capture value from the IoT and win in the IoT battleground. A
necessary first step for semiconductor companies to emerge on top will be to
formulate a comprehensive IoT strategy. But that alone will not be enough. Working
out a solid execution plan – exploring paths to close portfolio gaps and subsequently
engaging with partners across the entire value chain – will be essential if
semiconductor companies are to emerge victorious.
Summary and conclusion
33. The Internet of Things: The next growth engine for the semiconductor industry 33
For more information – PwC can help
F For more information – PwC can help
Global
Raman Chitkara
Global Technology Leader
Tel: +1 408 817-3746
raman.chitkara@us.pwc.com
Australia
Rod Dring
Tel: +61 2 8266-7865
rod.dring@au.pwc.com
Brazil
Estela Vieira
Tel: +55 1 3674-3802
estela.vieira@br.pwc.com
Canada
Christopher Dulny
Tel: +1 416 869-2355
christopher.dulny@ca.pwc.com
China
Jianbin Gao
Tel: +86 21 2323-3362
gao.jianbin@cn.pwc.com
France
Pierre Marty
Tel: +33 1 5657-5815
pierre.marty@fr.pwc.com
Germany
Werner Ballhaus
Tel: +49 211 981-5848
werner.ballhaus@de.pwc.com
India
Sandeep Ladda
Tel: +91 22 6689-1444
hari.rajagopalachari@in.pwc.com
Japan
Masahiro Ozaki
Tel: +81 3 5326-9090
masahiro.ozaki@jp.pwc.com
Korea
Hoonsoo Yoon
Tel: +82 2 709-0201
hoonsoo.yoon@kr.pwc.com
Netherlands
Ilja Linnemeijer
Tel: +31 88 792-4956
ilja.linnemeijer@nl.pwc.com
Russia
Yury Pukha
Tel: +7 495 223-5177
yury.pukha@ru.pwc.com
Singapore
Greg Unsworth
Tel: +65 6236-3738
greg.unsworth@sg.pwc.com
Taiwan
Andy Chang
Tel: +886 2729-6666 ext. 25216
andy.chang@tw.pwc.com
United Arab Emirates
Philip Shepherd
Tel: +97 1 4304-3501
philip.shepherd@ae.pwc.com
United Kindom
Jass Sarai
Tel: +44 0 1895 52-2206
jass.sarai@uk.pwc.com
United States
Pierre-Alain Sur
Tel: +1 646 471-6973
pierre-alain.sur@us.pwc.com
If your company is facing challenges doing business in the global semiconductor
industry, or you just want to have a deeper discussion about what’s happening in
the sector and how we can help, please reach out to one of the technology industry
leaders listed below.
34. 34 The Internet of Things: The next growth engine for the semiconductor industry
Contacts
Contacts
Raman Chitkara
Tel: +1 408 817-3746
raman.chitkara@us.pwc.com
Olaf Acker
Tel: +49 170 2238-453
olaf.acker@strategyand.pwc.com
Anand Sundaram
Tel: +1 480 319-1931
anand.sundaram@us.pwc.com
Werner Ballhaus
Tel: +49 211 981-5848
werner.ballhaus@de.pwc.com
Dr. Bin Song
Tel: +49 211 981-4361
bin.song@de.pwc.com
Maria Popova
Tel: +49 89 579-6060
popova.maria@de.pwc.com
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