@ThingsExpo Authors: Kevin Jackson, Liz McMillan, Elizabeth White, Yeshim Deniz, Ram Sonagara

Related Topics: Recurring Revenue, Java IoT, Linux Containers, Containers Expo Blog, Agile Computing, @CloudExpo, @BigDataExpo, @ThingsExpo

Recurring Revenue: Article

Big Data's Many Dimensions (IoT)

Urgency, Importance, Frequency, Consequences, Remedy & Cost

It occurred to me, as I'm sure it's occurred to most of you, that driving a car is a classic example of the IoT in action. In this case, my brain is the CPU, and all of my car's gauges are the things. 

I was making a routine 30-minute drive to raid a local vegetable stand. As I processed all the information coming in, I realized there were several dimensions to it. The same principle is at work with IoT projects, no matter what their scale.

One of the classic charts/concepts widely used in information management is determining urgency vs. importance. Urgent & important things are represented in the upper-right quadrant of a square, urgent but not important in the lower right, important but not urgent in the upper left, and that phone call from your old college friend asking for money in the not urgent and not important lower left.

Riding Along in My Automobile
In my car, my speedometer sends me a reading that is urgent and important. My gas gauge reading is not urgent but important, and becomes urgent and important once I start running low. My gearshift is important but not urgent. 

My car has a tachometer but also an automatic transmission, so the tach reading is not urgent and not important. I can go down through the checklist of everything from the odometer, water temp, battery, and oil pressure, to the heating/AC settings, the radio; to the stream of other info and alerts kept by the car's computer.

It's Not That Simple
But this simple classification misses a lot of important stuff. For one thing, as I note above, much of the information changes its nature depending on conditions. Not only am I in trouble if I run out of gas, I'm in big trouble if any of the water, battery, or oil gauges changes. They seldom do, but if they do, they become red-flag urgent and important.

So an IoT monitoring & analytical architecture must take into account the changing, sometimes fluid nature of the dataflows. 

Many Dimensions
It must also take into account frequency, consequences, remedies, and cost. Returning to the gas gauge, I need to look at it infrequently, the consequence is embarrassing but usually not life threatening, the remedy is generally easy, and the cost is not high. The speedometer, on the other hand, must be monitored in real time, whether I ignore it or not.

Should the engine throw a belt and cut my power while driving at night, the consequence is more severe, the remedy more difficult, and the cost higher. Should I ignore a low oil pressure warning, then I'm potentially getting into a dangerous, difficult, very costly situation.

I've had air conditioning systems conk out on me, something for which there is neither a gauge nor an alert. This problem is not urgent or important (as uncomfortable as driving without AC in the heat can be), has little consequence (unless you need to drive people somewhere who may be less tolerant of the heat than you), but can be very difficult and expensive to fix. 

I've also had wheels fall of my car--twice. The first time was when I was 19 years old, driving a decrepit used car, and speeding down the road in the manner of many teenagers who think they're going to live forever. I missed slamming into a bridge by inches, but ended up merely on the side of the road with nobody hurt. I also slowed my driving down forever. 

The second time I was going 5 miles per hour, and thought I had a flat tire. Even at this slow speed, the incident could have had very bad consequences. Losing control of the car is a terrifying thing. This car was not particularly old, but had these supremely annoying aluminum wheels that raise all sorts of Cain with tires and linkages. Again, no gauge here to help me out, but both times I was put in a potentially fatal situation. 

"Gaugeless IoT"
The "gaugeless IoT" of AC & wheel failures exists in many other aspects of driving my car. For example, even though a thermometer courteously tells me how hot or cold it is outside--something I had already nailed down as I was walking out to my car--it doesn't have an anemometer. I have to know and gauge the effect of wind myself. It doesn't let me know about traffic jams ahead, flooding, or perhaps a tornado coming my way. It doesn't warn me of kids on bicycles or dogs or deer darting out in front of me, or big trucks suddenly crowding me. It doesn't predict any of the other thousands of examples of atrocious driving I've encountered with my fellow Americans.

But wait a minute, that's why I have eyes and ears. And memory, my own organic expert system. 

So, So Early
This brings me to my overall point: Even as the IoT will generate trillions of dollars within the global economy very soon, we're still in the very early days. I'm tempted to say that we're only now in Act I of the Information Age. All previous progress has been mere prologue.

There's been a golden quest for decades to smarten computers up by attaching sensors to them. Sure, our wondrous machines have been able to crunch numbers better than us forever, and can perform all manner of brute-force tasks. Today they can even play a nice song or movie at a very high quality. 

But the IoT will bring sensory to our systems in a big way for the first time. They will need to measure all the new incoming data in several dimensions, with built-in decision points that assess remedies and consequences. Even so, it will be decades before IoT applications can "see" and "hear" with anywhere near the ability of people. As always, let's not get too arrogant about the power of our machines, and remember that human beings are sometimes the weak link but sometimes the salvation of the systems we build.

Contact Me on Twitter

More Stories By Roger Strukhoff

Roger Strukhoff (@IoT2040) is Executive Director of the Tau Institute for Global ICT Research, with offices in Illinois and Manila. He is Conference Chair of @CloudExpo & @ThingsExpo, and Editor of SYS-CON Media's CloudComputing BigData & IoT Journals. He holds a BA from Knox College & conducted MBA studies at CSU-East Bay.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.

@ThingsExpo Stories
The Internet of Things (IoT), in all its myriad manifestations, has great potential. Much of that potential comes from the evolving data management and analytic (DMA) technologies and processes that allow us to gain insight from all of the IoT data that can be generated and gathered. This potential may never be met as those data sets are tied to specific industry verticals and single markets, with no clear way to use IoT data and sensor analytics to fulfill the hype being given the IoT today.
For basic one-to-one voice or video calling solutions, WebRTC has proven to be a very powerful technology. Although WebRTC’s core functionality is to provide secure, real-time p2p media streaming, leveraging native platform features and server-side components brings up new communication capabilities for web and native mobile applications, allowing for advanced multi-user use cases such as video broadcasting, conferencing, and media recording.
Established in 1998, Calsoft is a leading software product engineering Services Company specializing in Storage, Networking, Virtualization and Cloud business verticals. Calsoft provides End-to-End Product Development, Quality Assurance Sustenance, Solution Engineering and Professional Services expertise to assist customers in achieving their product development and business goals. The company's deep domain knowledge of Storage, Virtualization, Networking and Cloud verticals helps in delivering ...
SYS-CON Events announced today that Enzu will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Enzu’s mission is to be the leading provider of enterprise cloud solutions worldwide. Enzu enables online businesses to use its IT infrastructure to their competitive advantage. By offering a suite of proven hosting and management services, Enzu wants companies to focus on the core of their online busine...
In the next five to ten years, millions, if not billions of things will become smarter. This smartness goes beyond connected things in our homes like the fridge, thermostat and fancy lighting, and into heavily regulated industries including aerospace, pharmaceutical/medical devices and energy. “Smartness” will embed itself within individual products that are part of our daily lives. We will engage with smart products - learning from them, informing them, and communicating with them. Smart produc...
November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Penta Security is a leading vendor for data security solutions, including its encryption solution, D’Amo. By using FPE technology, D’Amo allows for the implementation of encryption technology to sensitive data fields without modification to schema in the database environment. With businesses having their data become increasingly more complicated in their mission-critical applications (such as ERP, CRM, HRM), continued ...
OnProcess Technology has announced it will be a featured speaker at @ThingsExpo, taking place November 1 - 3, 2016, in Santa Clara, California. Dan Gettens, OnProcess’ Chief Analytics Officer, will discuss how Internet of Things (IoT) data can be leveraged to predict product failures, improve uptime and slash costly inventory stock. @ThingsExpo is an annual gathering of IoT and cloud developers, practitioners and thought-leaders who exchange ideas and insights on topics ranging from Big Data in...
SYS-CON Events announced today that SoftNet Solutions will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. SoftNet Solutions specializes in Enterprise Solutions for Hadoop and Big Data. It offers customers the most open, robust, and value-conscious portfolio of solutions, services, and tools for the shortest route to success with Big Data. The unique differentiator is the ability to architect and ...
SYS-CON Events announced today that Cloudbric, a leading website security provider, will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Cloudbric is an elite full service website protection solution specifically designed for IT novices, entrepreneurs, and small and medium businesses. First launched in 2015, Cloudbric is based on the enterprise level Web Application Firewall by Penta Security Sys...
SYS-CON Events announced today that Transparent Cloud Computing (T-Cloud) Consortium will exhibit at the 19th International Cloud Expo®, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. The Transparent Cloud Computing Consortium (T-Cloud Consortium) will conduct research activities into changes in the computing model as a result of collaboration between "device" and "cloud" and the creation of new value and markets through organic data proces...
SYS-CON Events announced today that Roundee / LinearHub will exhibit at the WebRTC Summit at @ThingsExpo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. LinearHub provides Roundee Service, a smart platform for enterprise video conferencing with enhanced features such as automatic recording and transcription service. Slack users can integrate Roundee to their team via Slack’s App Directory, and '/roundee' command lets your video conference ...
Successful digital transformation requires new organizational competencies and capabilities. Research tells us that the biggest impediment to successful transformation is human; consequently, the biggest enabler is a properly skilled and empowered workforce. In the digital age, new individual and collective competencies are required. In his session at 19th Cloud Expo, Bob Newhouse, CEO and founder of Agilitiv, will draw together recent research and lessons learned from emerging and established ...
SYS-CON Events announced today that Coalfire will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Coalfire is the trusted leader in cybersecurity risk management and compliance services. Coalfire integrates advisory and technical assessments and recommendations to the corporate directors, executives, boards, and IT organizations for global brands and organizations in the technology, cloud, health...
As ridesharing competitors and enhanced services increase, notable changes are occurring in the transportation model. Despite the cost-effective means and flexibility of ridesharing, both drivers and users will need to be aware of the connected environment and how it will impact the ridesharing experience. In his session at @ThingsExpo, Timothy Evavold, Executive Director Automotive at Covisint, will discuss key challenges and solutions to powering a ride sharing and/or multimodal model in the a...
In his general session at 19th Cloud Expo, Manish Dixit, VP of Product and Engineering at Dice, will discuss how Dice leverages data insights and tools to help both tech professionals and recruiters better understand how skills relate to each other and which skills are in high demand using interactive visualizations and salary indicator tools to maximize earning potential. Manish Dixit is VP of Product and Engineering at Dice. As the leader of the Product, Engineering and Data Sciences team a...
A completely new computing platform is on the horizon. They’re called Microservers by some, ARM Servers by others, and sometimes even ARM-based Servers. No matter what you call them, Microservers will have a huge impact on the data center and on server computing in general. Although few people are familiar with Microservers today, their impact will be felt very soon. This is a new category of computing platform that is available today and is predicted to have triple-digit growth rates for some ...
DevOps is being widely accepted (if not fully adopted) as essential in enterprise IT. But as Enterprise DevOps gains maturity, expands scope, and increases velocity, the need for data-driven decisions across teams becomes more acute. DevOps teams in any modern business must wrangle the ‘digital exhaust’ from the delivery toolchain, "pervasive" and "cognitive" computing, APIs and services, mobile devices and applications, the Internet of Things, and now even blockchain. In this power panel at @...
SYS-CON Events announced today that Numerex Corp, a leading provider of managed enterprise solutions enabling the Internet of Things (IoT), will exhibit at the 19th International Cloud Expo | @ThingsExpo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Numerex Corp. (NASDAQ:NMRX) is a leading provider of managed enterprise solutions enabling the Internet of Things (IoT). The Company's solutions produce new revenue streams or create operating...
SYS-CON Events announced today that MathFreeOn will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. MathFreeOn is Software as a Service (SaaS) used in Engineering and Math education. Write scripts and solve math problems online. MathFreeOn provides online courses for beginners or amateurs who have difficulties in writing scripts. In accordance with various mathematical topics, there are more tha...
The best way to leverage your Cloud Expo presence as a sponsor and exhibitor is to plan your news announcements around our events. The press covering Cloud Expo and @ThingsExpo will have access to these releases and will amplify your news announcements. More than two dozen Cloud companies either set deals at our shows or have announced their mergers and acquisitions at Cloud Expo. Product announcements during our show provide your company with the most reach through our targeted audiences.