Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs

•

1 gefällt mir•1,221 views

This document discusses industry trends and architectural trade-offs for data analytics in IoT device deployments. It notes that without context, data is meaningless, and that creating smart connected products and services is a journey that begins with basic connectivity and enables increasingly complex data analysis. It recommends embracing IoT as a strategic decision, thinking big but starting small, crawling before walking and running, and embracing the emerging digital ecosystem. A case study is presented on a self-serve frozen yogurt machine that uses IoT for automated operations, remote monitoring and predictive maintenance.

Technologie

DATA ANALYTICS FOR IoT DEVICE
DEPLOYMENTS: INDUSTRY TRENDS
AND ARCHITECTURAL TRADE OFFS
Mark Benson, CTO, Exosite

“BIG DATA HAS ARRIVED, BUT BIG INSIGHTS HAVE NOT.”
– TIM HARFORD, FINANCIAL TIMES

“BEHIND EVERY BIG FAILURE AT OUR
COMPANY, THERE WAS A MARVELOUS
SPREADSHEET”
-SCOTT COOK, FOUNDER AT INTUIT

THE REALITY IS THAT WITHOUT
CONTEXT, DATA IS MEANINGLESS

ANALYSTS ARE FUELING THE HYPE WITH
BIG-TIME PREDICTIONS
30 billion IoT devices in service by 2020 - IDC, 2015
50 percent of new business products and services with IoT elements by 2020 - Gartner, 2016
$11 trillion of economic impact via IoT technologies by 2025 - McKinsey, 2015

THE TRUTH IS THAT IoT IS NOT A
TRENDING INDUSTRY

IoT IS A TREND AFFECTING ALL
INDUSTRIES TO VARYING DEGREES

CREATING SMART CONNECTED PRODUCTS AND
SERVICES IS A JOURNEY

THE JOURNEY BEGINS WITH BASIC
CONNECTIVITY
72
DEVICE USER

WHICH
ENABLES DATA
ANALYSIS AND
CLASSIFICATION

LEADING TO
MORE COMPLEX
(AND VALUABLE)
ANALYSIS

RESULTING IN A REFINED APPROACH THAT ALLOWS
US TO DO MORE WITH LESS

SUCCESS PATTERNS FOR
FUTURE-PROOFING YOUR IoT
ANALYTICS JOURNEY

SELF-SERVE SOFT
SERVE/FROZEN YOGURT
MACHINE
CASE STUDY

QUICK-SERVE FROZEN
YOGURT MACHINE
THAT DISPENSES A
CUSTOMIZABLE
FROZEN TREAT
WITHIN 30 SECONDS

AUTOMATED
OPERATION ENABLES
TRADITIONAL BRICK &
MORTAR STORES TO
EXTEND THEIR REACH
WITH EXISTING STAFF

EASY FOR OPERATORS
TO MAINTAIN AND
SERVICE WITH REAL-
TIME MONITORING,
REPORTING, AND
ALERTS

LOWERING THE
BARRIER OF ENTRY
FOR FROZEN DESSERT
ENTREPRENEURS TO
ENTER THE $42B US
MARKET

PAVING THE WAY FOR
PREDICTIVE
MAINTENANCE,
OPTIMIZED DEMAND
PLANNING, AND
TARGETED OFFERINGS

SUMMARY
Embrace IoT as
a strategic
decision
Think big, but
start small
Crawl, walk, then
run
Embrace the
emerging digital
ecosystem

THANK YOU
Mark Benson
https://twitter.com/markbenson
https://www.linkedin.com/in/markbenson
http://exosite.com/ http://markbenson.io/
https://twitter.com/exosite
https://www.linkedin.com/company/exosite

Weitere ähnliche Inhalte

Was ist angesagt?

CECA - Collaborative Approach for Decision Makers in Heterogeneous IoT Enviro...

Edson Barbosa

DISRUPTION IN ‘BUSINESS DIGITIZATION’ & FUTURE JOB PROSPECTS IN DIGITAL WORL...

CovidliveInfo

IoT Growth: A Forecast

InterQuest Group

COVID-19 has indeed demonstrated digital disruption in the way industries are creating value. The global crisis bought unprecedented risks which led to innovation and reimagining the future of business operations. Organizations, while adapting to the new normal, have accelerated their digital transformation journey at least by three to four years. It has been reported that at least 77% of the CEOs stated that the COVID-19 pandemic has accelerated their digital transformation plans. This has resulted in businesses implementing cutting-edge technologies to transform their business processes to stay competitive and generate new revenue streams.

Digital Transformation of industries post COVID-19

Hughes Systique Corporation

Abel Aguiar - Startups as an engine for IoT development - Productized16

Productized

Internet of Things Facts and Stats

Intelligentia IT Systems Pvt. Ltd.

InterDrone 2017 Las Vegas - Keynote Address

Biren Gandhi

Winning the Digital Disruption Game by Biren Gandhi

Biren Gandhi

A look at what is the Internet of Things from the minds at https://losant.com Truly, it's all about adding value to your life, business, and customers. Gartner projects more than 20 billion connected IoT devices by end of 2020, http://www.gartner.com/newsroom/id/3165317. My exact definition is: The Internet of Things Is a term that represents a collection of ideas, devices, and processes. Each thing is represented by a device or sensor. These things are usually working together to create larger solutions by sending and reacting to data from an eco-system.

What is the Internet of Things (IOT)

Losant

Sensing-as-a-Service: Prepare for the Next Business Model for Internet of Things Day 1 - Tuesday, April 21, 2015 9:50 - 10:15 am Once we are able to categorize the ownership of data on the Cloud, we will be able to offer "Sensing-as-a-service" -- that is, the ability to provide a free or chargeable service to any person who wishes to view or manipulate the data. This presentation discusses the benefits of IOT-as-a-Service, including harnessing the creativity of application developers, participatory sensing, reducing the cost of data acquisition, pay-per-use cloud computing, and more. It is also possible to aggregate different sensor data sources and create many innovative applications such as combining between parking sensor data and public transport data, between environmental data and flood detection data, between river quality data and fertility of soil data. An IOT service provider will be able to provide such services, thus opening many opportunities to generate new ways of monitoring and managing valuable assets. This seems to be the next wave of Cloud services where "Sensing-as-a-Service" will become the new IOT business model. The presentation will provide a different perspective on how to monetize IOT for business executives, who are interested in utilizing IoT applications to increase efficiency and build new business models.

IOT Global Innovation Forum 2015 Agenda - Invited Speaker

Dr. Mazlan Abbas

Intelen pitch v3

OESYNE

Security Everywhere in the Digital Economy

Connected Futures

IoT, new business models and digital agility 102116

Economic Strategy Institute

The Internet-of-Things (IoT) embeds sensors in everyday objects and connects them to the cloud to enable a whole range of new services in various markets. The 2014 Gartner hype cycle for emerging technologies ranked the Internet-of-Things (IoT) at the top of the hype cycle. Every day, the news is full of new product announcements about IoT. This presentation goes beyond the hype and reviews the business and technology drivers behind IoT.

The Internet-of-Things: Is 2015 the year of IoT

waylay

Internet of Things - Preparing Yourself for a Smart Nation

Dr. Mazlan Abbas

Foro Empresarial Perú 2017 - Tendencias impactando Ciudades & Negocios

Francesca Valente

Arrow Global Village IoT Summit (2016)

Marc Jadoul

Welkoop presentatie vincent everts 13oct

Vincent Everts

Presented on May 3rd, 2017 at the University of Wisconsin-Madison IoT Systems Research Center. ABSTRACT: Smart connected products will redefine entire markets and the very nature of competition over the coming decade. Organizations attempting to build smart connected products across divisions, product portfolios, and markets are being faced with a stark reality: creating IoT projects are hard and building a long-term organizational competency around doing IoT projects with excellence is even harder. Based on real-world experience, this presentation covers five key behaviors (and corresponding pitfalls) that successful organizations exhibit along their IoT journey.

IoT for Organizations: Avoiding Common Pitfalls

Mark Benson

How many "things" are there in the Internet of Things?

Swathi Young

Was ist angesagt? (20)

CECA - Collaborative Approach for Decision Makers in Heterogeneous IoT Enviro...

DISRUPTION IN ‘BUSINESS DIGITIZATION’ & FUTURE JOB PROSPECTS IN DIGITAL WORL...

IoT Growth: A Forecast

Digital Transformation of industries post COVID-19

Abel Aguiar - Startups as an engine for IoT development - Productized16

Internet of Things Facts and Stats

InterDrone 2017 Las Vegas - Keynote Address

Winning the Digital Disruption Game by Biren Gandhi

What is the Internet of Things (IOT)

IOT Global Innovation Forum 2015 Agenda - Invited Speaker

Intelen pitch v3

Security Everywhere in the Digital Economy

IoT, new business models and digital agility 102116

The Internet-of-Things: Is 2015 the year of IoT

Internet of Things - Preparing Yourself for a Smart Nation

Foro Empresarial Perú 2017 - Tendencias impactando Ciudades & Negocios

Arrow Global Village IoT Summit (2016)

Welkoop presentatie vincent everts 13oct

IoT for Organizations: Avoiding Common Pitfalls

How many "things" are there in the Internet of Things?

Andere mochten auch

AWS re:Invent 2016: Understanding IoT Data: How to Leverage Amazon Kinesis in...

Amazon Web Services

Hacking health: IoT, analytics and other trends

Jim Boland

Digital Energy | Energy IoT and Analytics Research

Hitachi America, Ltd.

The Internet of Things (IoT) is a growing network, supporting a wide variety of service types with specific network requirements that differ from traditional human type communications. This has led to emergence of dedicated IoT network standards. To optimize investments for dedicated network infrastructures, we’re investigating a dynamic approach in network capacity planning to accommodate multiple IoT traffic types over a cellular network, while maintaining their specific requirements. We studied models of IoT traffic and used machine learning in prediction and scheduling of future workload under heterogeneous and variable traffic conditions when human-type and machine-type communications are mixed. An integrated analytics framework including Hadoop and Spark were deployed for experimentation and a number of capacity planning use cases were implemented to verify the accuracy of the method.

Predictive Analytics for IoT Network Capacity Planning: Spark Summit East tal...

Spark Summit

IoT Analytics: Using Analytics to Generate High Value from IoT in the Real World

MIT Enterprise Forum Cambridge

Make Streaming IoT Analytics Work for You

Hortonworks

User and IoT Data Analytics

Ericsson

Enabling Real-Time Analytics for IoT

SingleStore

IoT Analytics Company Presentation

IoTAnalytics

Data Analytics for IoT

Muralidhar Somisetty

Iain Bennett DCMS - 13 04 30 ultra connected cities seminar

Independent Networks Co-operative Association

Rob Hamlin - CityFibre Holdings inca ultra connected cities - gigabit cities ...

Independent Networks Co-operative Association

Research project presentation for Managing Global Sourcing

nipunhanda

The Impact of Machine Learning on Digital Commerce

Allan MacGregor

Title: Knowledge graph and inference: use cases in online financial market Abstract: While the knowledge graph is an active research field in machine learning community, this powerful tool is still less known to the people in the industry. In this talk, I will first introduce knowledge graph and inference techniques including the recent developments which combine with deep learning. Then I will talk about several use cases in online financial market: fraud/anomaly detection, lost contact discovery, intelligent search, name disambiguation and etc. I will also briefly mention how to build knowledge graph using neo4j from different data sources.

Bigdata and ai in p2 p industry: Knowledge graph and inference

sfbiganalytics

We present the design, implementation and evaluation of an enabling platform for locating and querying physical objects using existing WiFi network. We propose the use of WiFi management probes as a data transport mechanism for physical objects that are tagged with WiFi-enabled accelerometers and are capable of determining their state-of-use based on motion signatures. A local WiFi gateway captures these probes emitted from the connected objects and stores them locally after annotating them with a coarse grained location estimate using a proximity ranging algorithm. External applications can query the aggregated views of state-of-use and location traces of connected objects through a cloud-based query server. We present the technical architecture and algorithms of the proposed platform together with a prototype personal object analytics application and assess the feasibility of our different design decisions. This work makes important contributions by demonstrating that it is possible to build a pure network-based IoT analytics platform with only location and motion signatures of connected objects, and that the WiFi network is the key enabler for the future IoT applications.

Sensing WiFi Network for Personal IoT Analytics

Fahim Kawsar

Stephen Hilton - ND2012 Day 1, Plenary 2: Super-connected Cities

GoONND2012

Talks by Carmelo Floridia, Senior Engineer (Data Processing) at BaxEnergy, at the Big Data for You event "Recommendation Systems: Talks & Workshop" (Catania, Feb. 25th, 2017). Carmelo offers a panorama view of BaxEnergy activities, in particular about Solar power plants, on how they analyse power curves and on how they can provide a real-time monitoring service and forecasting. Carmelo also describes the primary characteristics of Big Data and Machine Learning, and mention the Microsoft Azure Technology as the one currently used at Bax Energy. Although one can't see this from the slides, Carmelo gave us a live demonstration of Human model learning (based on kinect)!

Big Data Analytics & IoT Challenges

Big Data for You

12.07.2012 T8 Connected Cities, Daniela Krautsack (Cows in Jackets) & Joanna ...

Werbeplanung.at Summit

"Blockchains for AI", Trent McConaghy, AI researcher, blockchain engineer. Fo...

Dataconomy Media

Andere mochten auch (20)

AWS re:Invent 2016: Understanding IoT Data: How to Leverage Amazon Kinesis in...

Hacking health: IoT, analytics and other trends

Digital Energy | Energy IoT and Analytics Research

Predictive Analytics for IoT Network Capacity Planning: Spark Summit East tal...

IoT Analytics: Using Analytics to Generate High Value from IoT in the Real World

Make Streaming IoT Analytics Work for You

User and IoT Data Analytics

Enabling Real-Time Analytics for IoT

IoT Analytics Company Presentation

Data Analytics for IoT

Iain Bennett DCMS - 13 04 30 ultra connected cities seminar

Rob Hamlin - CityFibre Holdings inca ultra connected cities - gigabit cities ...

Research project presentation for Managing Global Sourcing

The Impact of Machine Learning on Digital Commerce

Bigdata and ai in p2 p industry: Knowledge graph and inference

Sensing WiFi Network for Personal IoT Analytics

Stephen Hilton - ND2012 Day 1, Plenary 2: Super-connected Cities

Big Data Analytics & IoT Challenges

12.07.2012 T8 Connected Cities, Daniela Krautsack (Cows in Jackets) & Joanna ...

"Blockchains for AI", Trent McConaghy, AI researcher, blockchain engineer. Fo...

Ähnlich wie Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs

Internet of Things Corporate Presentation

MomentumPR

5G What it means for IoT

Mr Risman

Internet of Things

videos

Iot tunisia forum 2017 internet of things trends_directions and opportunit...

IoT Tunisia

Top 10 trends of internet of things in 2020

Claritus Consulting

Ss eb31

Edilberto Barrero Dávalos

By 2020, experts forecast that up to 28 billion devices will be connected to the Internet with only one third of them being computers, smartphones and tablets. The remaining two thirds will be other “devices” – sensors, terminals, household appliances, thermostats, televisions, automobiles, production machinery, urban infrastructure and many other “things”, which traditionally have not been Internet enabled. This “Internet of Things” (IoT) represents a remarkable transformation of the way in which our world will soon interact. Much like the World Wide Web connected computers to networks, and the next evolution connected people to the Internet and other people, IoT looks poised to interconnect devices, people, environments, virtual objects and machines in ways that only science fiction writers could have imagined. In a nutshell the Internet of Things (IoT) is the convergence of connecting people, things, data and processes is transforming our life, business and everything in between.

Internet of Things (IoT): More than Smart “Things”

Ahmed Banafa

Slideshare451 eb31 test4

Edilberto Barrero Dávalos

Internet of things - Markaz Research - Jun 2014

Sudhakaran Jampala

IoT_analysis_Vishal_Kumar

Vishal Kumar

Iot

Tharun Bharadwaj Marla

Overview of the Internet of Things from Silicon Labs CEO Tyson Tuttle

Silicon Labs

Significance of IoT for Industries and consumers

Techliance

The Internet of Things (IoT) is actively shaping both the industrial and consumer worlds. Smart tech finds its way to every business and consumer domain there is — from retail to healthcare, from finances to logistics — and a missed opportunity strategically employed by a competitor can easily qualify as a long-term failure for companies who don’t innovate. Check out more articles at- https://insideaiml.com/articles

Ten trends of IoT in 2020 - InsideAIML

VijaySharma802

Introduction to the IIoT - Nevada - Sept 2017

Matthew Bailey

IoT_Evolution_or_Revolution_20160130

Francisco Maroto

MTBiz November 2014

Mutual Trust Bank Ltd.

Purpose: The slides provide an overview on the Internet of Things trend Content: Summary information about the Internet of Things marketplace, including trends drivers, spending trends, industry business cases, and adoption challenges. Also included are links to additional resources. How To Use This Report: This report is best read/studied and used as a learning document. You may want to view the slides in slideshow mode so you can easily follow the links Available on Slideshare: This presentation (and other HorizonWatch Trend Reports for 2016) will be available publically on Slideshare at http://www.slideshare.net/horizonwatching Please Note: This report is based on internal IBM analysis and is not meant to be a statement of direction by IBM nor is IBM committing to any particular technology or solution.

Internet of Things: Trends to Watch in 2016

Bill Chamberlin

"The State of IoT Security" Keynote by Shawn Henry at Inform[ED] IoT Security

CableLabs

Slideshare451 eb31b

Edilberto Barrero Dávalos

Ähnlich wie Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs (20)

Internet of Things Corporate Presentation

5G What it means for IoT

Internet of Things

Iot tunisia forum 2017 internet of things trends_directions and opportunit...

Top 10 trends of internet of things in 2020

Ss eb31

Internet of Things (IoT): More than Smart “Things”

Slideshare451 eb31 test4

Internet of things - Markaz Research - Jun 2014

IoT_analysis_Vishal_Kumar

Iot

Overview of the Internet of Things from Silicon Labs CEO Tyson Tuttle

Significance of IoT for Industries and consumers

Ten trends of IoT in 2020 - InsideAIML

Introduction to the IIoT - Nevada - Sept 2017

IoT_Evolution_or_Revolution_20160130

MTBiz November 2014

Internet of Things: Trends to Watch in 2016

"The State of IoT Security" Keynote by Shawn Henry at Inform[ED] IoT Security

Slideshare451 eb31b

Mehr von Mark Benson

ABSTRACT: Smart connected products will redefine entire markets and the very nature of competition over the coming decade. Organizations attempting to build smart connected products across divisions, product portfolios, and markets are being faced with a stark reality: creating IoT projects are hard and building a long-term organizational competency around doing IoT projects with excellence is even harder. Based on real-world experience, this presentation covers five key behaviors that successful organizations exhibit along their digital transformation journey as they employ IoT technology solutions to drive behavioral change.

The Organizational Psychology of the Internet of Things: How to Use Technolog...

Mark Benson

Organizations attempting to build smart connected products across divisions, product portfolios, and markets are being faced with a stark reality: creating IoT projects is hard, and building a long-term organizational competency around doing IoT projects with excellence is even harder. Based on real-world experience, this talk presents five key behaviors that successful organizations embrace when starting an IoT journey.

Building an Organizational IoT Competency: How to Prevent Disaster

Mark Benson

Presented at IoT Evolution 2016 in Las Vegas by Mark Benson on January 27th, 2016. ABSTRACT: The stickiness of a connected product brand is a combination of user experience UX relevance and the degree to which the product garners trust. As such, the product design process should carefully consider the UX to ensure that product features and usage modes are relevant, easy to understand, and enjoyable to use. By looking at a case study of an award-winning smart device enabled garage door controller by Genie called the Aladdin Connect as an illustration, we’ll examine how connected products are (A) becoming the new normal for consumers, (B) closing the intimacy gap between OEMs and consumers, and (C) enabling competitive interoperability in a way that is changing the competitive landscape and influencing consumer buying decisions.

Building Sticky Brand Loyalty with a Connected Product Strategy

Mark Benson

Presented at Internet of Things Developers Conference 2015 in San Jose by Mark Benson on May 1st, 2015. ABSTRACT: Connected products and services are becoming the new normal in our lives. Companies around the world are building bridges to their customers, reducing operational expenses, and improving the strength and resilience of their brand. However, with great opportunity comes great risk. Security is the foundation upon which all IoT products are built, and if that foundation is unsettled or is breached, user experience may suffer, data may be lost, partnerships may be rocked, and brand trust may plummet. This presentation addresses available best practices, processes, and tools that will enable us to understand and mitigate security hazards that are unique to connected product deployments.

Understanding and Mitigating IoT Security Hazards

Mark Benson

Presented at Internet of Things Stream Conference 2015 in San Francisco by Mark Benson on April 2nd, 2015. ABSTRACT: The growth of IoT is occurring at an incredible rate, justly raising alarms about security and privacy issues as we become increasingly reliant on these intelligent, interconnected devices in our lives and businesses. How are we to protect billions of devices from attacks and intrusions that could compromise our personal privacy, public safety, or business viability? Building an IoT solution involves securing sensors, devices, networks, cloud platforms, web applications, and mobile applications for diverse industries. This presentation examines the landscape of emerging security challenges posed by connected devices and offers a catalog of security deployment patterns that have been successfully used by some of the world’s most well known OEMs to deploy connected product fleets.

Internet of Things Security Patterns

Mark Benson

Presented at Financial Executives International 2015 in Minneapolis by Mark Benson on April 1st, 2015. ABSTRACT: As the new connected device economy emerges, financial executives in healthcare, banking, industrial, manufacturing, energy, and consumer product companies are under increasing pressure to reduce expenses and create new revenue sources to remain competitive in the marketplace. With the Internet of Things, there are two kinds of companies: those that disrupt and those that will be disrupted. This talk explores ways that financial executives can lead their companies through transformational change to disrupt their industry by reducing costs, increasing operational efficiencies, and innovating new business models that connect better with customers, reduce business risks, and make it easier to comply with regulatory requirements.

Disruptive Innovation Through IoT

Mark Benson

Presented at the 2013 Design West conference in San Jose, CA, by Mark Benson on April 24th, 2013. ABSTRACT: In the last decade the race has been on to find the next peripheral to enable better embedded systems designs. In 2000, it was LCD integration, USB, and CF; in 2005, it was touchscreen integration, hardware acceleration, and SD; and in 2010, it was cellular radios, WiFi, and security. The next peripheral on the horizon is The Cloud. This presentation gives embedded designers a view of what The Cloud can do for their designs and how to think about it in both technical and business dimensions. To make this relevant, a real-world example is given on how to internet-enable a CNC lathe with off-the-shelf products, treating a broad range of topics such as embedded radio modules, short-range RF protocols, network aggregators, cellular gateways, mobile (virtual) network operators, and application enablement platforms (AEPs).

Cloud 101 for Embedded Designers

Mark Benson

Presented at the inaugural IoT Meetup in Minneapolis, MN, by Mark Benson on March 14th, 2013. ABSTRACT: The Internet of Things (IoT) movement makes grand promises to internet-enable everything from stop signs to kitchen appliances, each of which requires machine-to-machine (M2M) communication. However, the vocabulary has not been standardized, new product categories are emerging, and consensus standards are immature. This presentation offers three perspectives of what M2M means, how to think about and navigate the M2M ecosystem, and trends to watch for in the coming years.

Introduction to the M2M Ecosystem: Emerging Trends

Mark Benson

Presentation at Communications, Microsystems, Optoelectronics, and Sensors (CMOS) in Vancouver, BC, by Mark Benson on July 18th, 2012. ABSTRACT: In embedded systems there is a science to choosing the right processor for a given design. Usually processors are chosen based on objective factors such as peripheral support, physical packaging, memory, architecture family, and software tools available. This type of quantitative analysis lends itself well to spreadsheets and formulas that can help choose which processor is best. However, for small high-performance battery-powered devices that have heavy processing requirements, thermal performance quickly becomes an urgent design issue to overcome and is often viewed as an elusive and opinion-fraught black-art. Modeling, managing, and characterizing the efficient dissipation of heat in these types of devices is complex. Fortunately, there are new processors coming to the embedded marketplace that have advanced features for managing thermal performance. This, combined with new advances in software modeling techniques and algorithms gives us a fresh playground to innovate new ways to manage thermals in a way that was not previously possible.

Trading Power and Performance to Achieve Optimal Thermal Design for Battery-P...

Mark Benson

Presentation at the American Telemedicine Association (ATA) Conference, by Mark Benson on May 1st, 2012. ABSTRACT: Slow regulatory cycles combined with the reality of fast-moving technology curves can cause new homecare telemedicine products to feel old to users that have the latest consumer technology in their pocket. This presentation explores problems and potential solutions to combating this effect. Problems include (A) fast-moving consumer technology keeps setting the bar for user interaction and design standards, (B) keeping current with latest technology often requires the creation of non-standard proprietary solutions, and (C) the desire to exert control over the safety and efficacy of a medical product causes medical device companies to naturally trend towards vertical integration, and trend away from horizontal market relevance. This presentation presents possible solutions to each of these problems, but above all, argues that a careful and smart approach to interaction design is the key to wide-spread adoption and success.

Preparing For Future Health Technology Trends by Analyzing Current Consumer D...

Mark Benson

Presentation at Design West (was Embedded Systems Conference (ESC), by Mark Benson on March 27th, 2012. ABSTRACT: Thanks to the laws of physics and the practical limits on rates of thermal heat dissipation, CPU clock cycles in integrated circuits are no longer increasing year-over-year at the same rate that memory densities are. For this reason, we have seen a proliferation of multi-core CPUs for commercial desktop PCs, and are now beginning to see this trend impact embedded systems as well. This presentation explains intersecting variables of performance, power, and complexity, and how these variables change dynamically in a multi-core embedded environment. The primary focus of this presentation is to delineate tools and techniques for managing homogeneous and heterogeneous embedded cores through intelligent architectural decomposition, particularly when low-power design is a primary constraint.

Multi-Core Architectural Decomposition Methods for Low-Power Symmetric and As...

Mark Benson

Keynote presentation at the Real-Time & Embedded Computing Conference (RTECC) in Minneapolis, MN, by Mark Benson on March 22nd, 2011. ABSTRACT: Due to the recent increased rate of Android adoption for mobile computing platforms, a natural question arises for embedded product developers and leaders regarding how to engage with the movement and leverage its success. By using the economic model of Cross-Elasticity of Demand (XED), we can come up with a framework that guides our thinking about how the changing price point for one product family (i.e. the adoption of Android), affects the demand for another (i.e. a given corporate software product roadmap). This presentation attempts to introduce such a framework by analyzing (A) independent products in the marketplace, (B) substitute products in the marketplace, and (C) complementary products in the market place, with the goal of enabling intelligent and timely business decisions within a dynamic technical climate.

Android Adoption and its Economic Impacts to Software Strategy

Mark Benson

Mehr von Mark Benson (12)

The Organizational Psychology of the Internet of Things: How to Use Technolog...

Building an Organizational IoT Competency: How to Prevent Disaster

Building Sticky Brand Loyalty with a Connected Product Strategy

Understanding and Mitigating IoT Security Hazards

Internet of Things Security Patterns

Disruptive Innovation Through IoT

Cloud 101 for Embedded Designers

Introduction to the M2M Ecosystem: Emerging Trends

Trading Power and Performance to Achieve Optimal Thermal Design for Battery-P...

Preparing For Future Health Technology Trends by Analyzing Current Consumer D...

Multi-Core Architectural Decomposition Methods for Low-Power Symmetric and As...

Android Adoption and its Economic Impacts to Software Strategy

Kürzlich hochgeladen

Advantages of Hiring UIUX Design Service Providers for Your Business

Pixlogix Infotech

Boost Fertility New Invention Ups Success Rates.pdf

sudhanshuwaghmare1

Slack Application Development 101 Slides

praypatel2

Microsoft's Threat Matrix for Kubernetes helps organizations understand the attack surface a Kubernetes deployment introduces to their environments. This ensures that adequate detections and mitigations are in place. By covering over 40 different attacker techniques, defenders can learn about Kubernetes-specific mitigations and controls to deploy to their environments. In this session, we will explore the MS-TA9013 Host Path Mount technique, which is commonly used by attackers to perform privilege escalation in a Kubernetes cluster. Attendees will learn how attackers and defenders can: * Escape the container's host volume mount to gain persistence on an underlying node * Move laterally from the underlying node into the customer's cloud environment * Analyze Kubernetes audit logs to detect pods deployed with a hostPath mount * Deploy an admission controller that prevents new pods from using a hostPath mount

Breaking the Kubernetes Kill Chain: Host Path Mount

Puma Security, LLC

Axa Assurance Maroc - Insurer Innovation Award 2024

The Digital Insurer

The presentation explores the development and application of artificial intelligence (AI) from its inception to its current status in the modern world. The term "artificial intelligence" was first coined by John McCarthy in 1956 to describe efforts to develop computer programs capable of performing tasks that typically require human intelligence. This concept was first introduced at a conference held at Dartmouth College, where programs demonstrated capabilities such as playing chess, proving theorems, and interpreting texts. In the early stages, Alan Turing contributed to the field by defining intelligence as the ability of a being to respond to certain questions intelligently, proposing what is now known as the Turing Test to evaluate the presence of intelligent behavior in machines. As the decades progressed, AI evolved significantly. The 1980s focused on machine learning, teaching computers to learn from data, leading to the development of models that could improve their performance based on their experiences. The 1990s and 2000s saw further advances in algorithms and computational power, which allowed for more sophisticated data analysis techniques, including data mining. By the 2010s, the proliferation of big data and the refinement of deep learning techniques enabled AI to become mainstream. Notable milestones included the success of Google's AlphaGo and advancements in autonomous vehicles by companies like Tesla and Waymo. A major theme of the presentation is the application of generative AI, which has been used for tasks such as natural language text generation, translation, and question answering. Generative AI uses large datasets to train models that can then produce new, coherent pieces of text or other media. The presentation also discusses the ethical implications and the need for regulation in AI, highlighting issues such as privacy, bias, and the potential for misuse. These concerns have prompted calls for comprehensive regulations to ensure the safe and equitable use of AI technologies. Artificial intelligence has also played a significant role in healthcare, particularly highlighted during the COVID-19 pandemic, where it was used in drug discovery, vaccine development, and analyzing the spread of the virus. The capabilities of AI in healthcare are vast, ranging from medical diagnostics to personalized medicine, demonstrating the technology's potential to revolutionize fields beyond just technical or consumer applications. In conclusion, AI continues to be a rapidly evolving field with significant implications for various aspects of society. The development from theoretical concepts to real-world applications illustrates both the potential benefits and the challenges that come with integrating advanced technologies into everyday life. The ongoing discussion about AI ethics and regulation underscores the importance of managing these technologies responsibly to maximize their their benefits while minimizing potential harms.

Artificial Intelligence: Facts and Myths

Joaquim Jorge

MySQL Webinar, presented on the 25th of April, 2024. Summary: MySQL solutions enable the deployment of diverse Database Architectures tailored to specific needs, including High Availability, Disaster Recovery, and Read Scale-Out. With MySQL Shell's AdminAPI, administrators can seamlessly set up, manage, and monitor these solutions, ensuring efficiency and ease of use in their administration. MySQL Router, on the other hand, provides transparent routing from the application traffic to the backend servers in the architectures, requiring minimal configuration. Completely built in-house and supported by Oracle, these solutions have been adopted by enterprises of all sizes for their business-critical applications. In this presentation, we'll delve into various database architecture solutions to help you choose the right one based on your business requirements. Focusing on technical details and the latest features to maximize the potential of these solutions.

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Miguel Araújo

Created by Mozilla Research in 2012 and now part of Linux Foundation Europe, the Servo project is an experimental rendering engine written in Rust. It combines memory safety and concurrency to create an independent, modular, and embeddable rendering engine that adheres to web standards. Stewardship of Servo moved from Mozilla Research to the Linux Foundation in 2020, where its mission remains unchanged. After some slow years, in 2023 there has been renewed activity on the project, with a roadmap now focused on improving the engine’s CSS 2 conformance, exploring Android support, and making Servo a practical embeddable rendering engine. In this presentation, Rakhi Sharma reviews the status of the project, our recent developments in 2023, our collaboration with Tauri to make Servo an easy-to-use embeddable rendering engine, and our plans for the future to make Servo an alternative web rendering engine for the embedded devices industry. (c) Embedded Open Source Summit 2024 April 16-18, 2024 Seattle, Washington (US) https://events.linuxfoundation.org/embedded-open-source-summit/ https://ossna2024.sched.com/event/1aBNF/a-year-of-servo-reboot-where-are-we-now-rakhi-sharma-igalia

A Year of the Servo Reboot: Where Are We Now?

Igalia

What is a good lead in your organisation? Which leads are priority? What happens to leads? When sales and marketing give different answers to these questions, or perhaps aren't sure of the answers at all, frustrations build and opportunities are left on the table. Join us for an illuminating session with Cian McLoughlin, HubSpot Principal Customer Success Manager, as we look at that crucial piece of the customer journey in which leads are transferred from marketing to sales.

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx

HampshireHUG

Real Time Object Detection Using Open CV

Khem

🐬 The future of MySQL is Postgres 🐘

RTylerCroy

Data Cloud, More than a CDP by Matt Robison

Anna Loughnan Colquhoun

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

debabhi2

[2024]Digital Global Overview Report 2024 Meltwater.pdf

hans926745

Discord is a free app offering voice, video, and text chat functionalities, primarily catering to the gaming community. It serves as a hub for users to create and join servers tailored to their interests. Discord’s ecosystem comprises servers, each functioning as a distinct online community with its own channels dedicated to specific topics or activities. Users can engage in text-based discussions, voice calls, or video chats within these channels. Understanding Discord Servers Discord servers are virtual spaces where users congregate to interact, share content, and build communities. Servers may revolve around gaming, hobbies, interests, or fandoms, providing a platform for like-minded individuals to connect. Communication Features Discord offers a range of communication tools, including text channels for messaging, voice channels for real-time audio conversations, and video channels for face-to-face interactions. These features facilitate seamless communication and collaboration. What Does NSFW Mean? The acronym NSFW stands for “Not Safe For Work,” indicating content that may be inappropriate for professional or public settings. NSFW Content NSFW content encompasses material that is sexually explicit, violent, or otherwise graphic in nature. It often includes nudity, profanity, or depictions of sensitive topics.

Understanding Discord NSFW Servers A Guide for Responsible Users.pdf

UK Journal

Histor y of HAM Radio presentation slide

vu2urc

Heather Hedden, Senior Consultant at Enterprise Knowledge, presented “The Role of Taxonomy and Ontology in Semantic Layers” at a webinar hosted by Progress Semaphore on April 16, 2024. Taxonomies at their core enable effective tagging and retrieval of content, and combined with ontologies they extend to the management and understanding of related data. There are even greater benefits of taxonomies and ontologies to enhance your enterprise information architecture when applying them to a semantic layer. A survey by DBP-Institute found that enterprises using a semantic layer see their business outcomes improve by four times, while reducing their data and analytics costs. Extending taxonomies to a semantic layer can be a game-changing solution, allowing you to connect information silos, alleviate knowledge gaps, and derive new insights. Hedden, who specializes in taxonomy design and implementation, presented how the value of taxonomies shouldn’t reside in silos but be integrated with ontologies into a semantic layer. Learn about: - The essence and purpose of taxonomies and ontologies in information and knowledge management; - Advantages of semantic layers leveraging organizational taxonomies; and - Components and approaches to creating a semantic layer, including the integration of taxonomies and ontologies

The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf

Enterprise Knowledge

BooK Now Call us at +918448380779 to hire a gorgeous and seductive call girl for sex. Take a Delhi Escort Service. The help of our escort agency is mostly meant for men who want sexual Indian Escorts In Delhi NCR. It should be noted that any impersonator will get 100 attention from our Young Girls Escorts in Delhi. They will assume the position of reliable allies. VIP Call Girl With Original Photos Book Tonight +918448380779 Our Cheap Price 1 Hour not available 2 Hours 5000 Full Night 8000 TAG: Call Girls in Delhi, Noida, Gurgaon, Ghaziabad, Connaught Place, Greater Kailash Delhi, Lajpat Nagar Delhi, Mayur Vihar Delhi, Chanakyapuri Delhi, New Friends Colony Delhi, Majnu Ka Tilla, Karol Bagh, Malviya Nagar, Saket, Khan Market, Noida Sector 18, Noida Sector 76, Noida Sector 51, Gurgaon Mg Road, Iffco Chowk Gurgaon, Rajiv Chowk Gurgaon All Delhi Ncr Free Home Deliver

08448380779 Call Girls In Civil Lines Women Seeking Men

Delhi Call girls

In this session, we will delve into strategic approaches for optimizing knowledge management within Microsoft 365, amidst the evolving landscape of Copilot. From leveraging automatic metadata classification and permission governance with SharePoint Premium, to unlocking Viva Engage for the cultivation of knowledge and communities, you will gain actionable insights to bolster your organization's knowledge-sharing initiatives. In this session, we will also explore how to facilitate solutions to enable your employees to find answers and expertise within Microsoft 365. You will leave equipped with practical techniques and a deeper understanding of how there is more to effective knowledge management than just enabling Copilot, but building actual solutions to prepare the knowledge that Copilot and your employees can use.

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Drew Madelung

The 7 Things I Know About Cyber Security After 25 Years | April 2024

Rafal Los

Kürzlich hochgeladen (20)

Advantages of Hiring UIUX Design Service Providers for Your Business

Boost Fertility New Invention Ups Success Rates.pdf

Slack Application Development 101 Slides

Breaking the Kubernetes Kill Chain: Host Path Mount

Axa Assurance Maroc - Insurer Innovation Award 2024

Artificial Intelligence: Facts and Myths

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

A Year of the Servo Reboot: Where Are We Now?

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx

Real Time Object Detection Using Open CV

🐬 The future of MySQL is Postgres 🐘

Data Cloud, More than a CDP by Matt Robison

Exploring the Future Potential of AI-Enabled Smartphone Processors

[2024]Digital Global Overview Report 2024 Meltwater.pdf

Understanding Discord NSFW Servers A Guide for Responsible Users.pdf

Histor y of HAM Radio presentation slide

The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf

08448380779 Call Girls In Civil Lines Women Seeking Men

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

The 7 Things I Know About Cyber Security After 25 Years | April 2024

Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs

1. DATA ANALYTICS FOR IoT DEVICE DEPLOYMENTS: INDUSTRY TRENDS AND ARCHITECTURAL TRADE OFFS Mark Benson, CTO, Exosite

2. “BIG DATA HAS ARRIVED, BUT BIG INSIGHTS HAVE NOT.” – TIM HARFORD, FINANCIAL TIMES

3. “BEHIND EVERY BIG FAILURE AT OUR COMPANY, THERE WAS A MARVELOUS SPREADSHEET” -SCOTT COOK, FOUNDER AT INTUIT

4. THE REALITY IS THAT WITHOUT CONTEXT, DATA IS MEANINGLESS

5. ANALYSTS ARE FUELING THE HYPE WITH BIG-TIME PREDICTIONS 30 billion IoT devices in service by 2020 - IDC, 2015 50 percent of new business products and services with IoT elements by 2020 - Gartner, 2016 $11 trillion of economic impact via IoT technologies by 2025 - McKinsey, 2015

6. THE TRUTH IS THAT IoT IS NOT A TRENDING INDUSTRY

7. IoT IS A TREND AFFECTING ALL INDUSTRIES TO VARYING DEGREES

8. CREATING SMART CONNECTED PRODUCTS AND SERVICES IS A JOURNEY

9. THE JOURNEY BEGINS WITH BASIC CONNECTIVITY 72 DEVICE USER

10. WHICH ENABLES DATA ANALYSIS AND CLASSIFICATION

11. LEADING TO MORE COMPLEX (AND VALUABLE) ANALYSIS

12. RESULTING IN A REFINED APPROACH THAT ALLOWS US TO DO MORE WITH LESS

13. SUCCESS PATTERNS FOR FUTURE-PROOFING YOUR IoT ANALYTICS JOURNEY

14. EMBRACE IoT AS A STRATEGIC DECISION

15. THINK BIG BUT START SMALL

16. CRAWL, WALK, THEN RUN

17. EMBRACE THE EMERGING DIGITAL ECOSYSTEM

18. SELF-SERVE SOFT SERVE/FROZEN YOGURT MACHINE CASE STUDY

19. QUICK-SERVE FROZEN YOGURT MACHINE THAT DISPENSES A CUSTOMIZABLE FROZEN TREAT WITHIN 30 SECONDS

20. AUTOMATED OPERATION ENABLES TRADITIONAL BRICK & MORTAR STORES TO EXTEND THEIR REACH WITH EXISTING STAFF

21. EASY FOR OPERATORS TO MAINTAIN AND SERVICE WITH REAL- TIME MONITORING, REPORTING, AND ALERTS

22. LOWERING THE BARRIER OF ENTRY FOR FROZEN DESSERT ENTREPRENEURS TO ENTER THE $42B US MARKET

23. PAVING THE WAY FOR PREDICTIVE MAINTENANCE, OPTIMIZED DEMAND PLANNING, AND TARGETED OFFERINGS

24. SUMMARY Embrace IoT as a strategic decision Think big, but start small Crawl, walk, then run Embrace the emerging digital ecosystem

25. THANK YOU Mark Benson https://twitter.com/markbenson https://www.linkedin.com/in/markbenson http://exosite.com/ http://markbenson.io/ https://twitter.com/exosite https://www.linkedin.com/company/exosite

Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs

Empfohlen

Empfohlen

Weitere ähnliche Inhalte

Was ist angesagt?

Was ist angesagt? (20)

Andere mochten auch

Andere mochten auch (20)

Ähnlich wie Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs

Ähnlich wie Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs (20)

Mehr von Mark Benson

Mehr von Mark Benson (12)

Kürzlich hochgeladen

Kürzlich hochgeladen (20)

Data Analytics for IoT Device Deployments: Industry Trends and Architectural Trade Offs