IIoT Top News: Machine Learning
Machine-to-machine (M2M) learning is an integral apart of the expanding world of Industrial IoT. Over the past few months we have given attention to manufacturing and its current digital disruption, but have failed to show the direct impact smart M2M and IoT technology is having on the industry. So, this week we are diving deeper into the term machine learning and how it connects to manufacturing both today and in the future. Before we get to our news round up let’s start by re-defining M2M, to ensure we are all on the same page with its purpose and meaning. Gartner has defined machine-2-machine communications as “something used for automated data transmission and measurement between mechanical or electronic devices.” Now, that we have defined M2M, its time to check out our top news round up for the week on how M2M applies to both manufacturing and IoT. 10 ways machine learning is revolutionizing manufacturing Machine learning is poised to improve manufacturing by streamlining the process of OT and IT, thus increasing efficiency and lowering overall operation costs. Louis Columbus at Forbes believes that “Every manufacturer has the potential to integrate machine learning into their operations and become more competitive by gaining predictive insights into production.” IoT will recharge Machine Manufacturers Manufacturing can look to software companies as an example of how IoT can implement creating a smarter M2M network. Timothy Chou with CFO.com writes, “Today, manufacturers of machines — whether seed drills, chillers, or CT scanners — can leverage the path paved by the software product companies through three new business models: service and support; assisted services and machine-as-a-service.” Climbing the IoT Mountain–by adding M2M to manufacturing Manufacturing is only at the beginning of its ascent into IoT and M2M, so there are many more bumps and obstacles a long the way for the industry to fully integrate. Ronnie Garrett with Supply & Demand Chain Executive describes IoT and M2M manufacturing implementation as, “Standing at the foot of Mount Everest, ready to climb the world’s tallest mountain. You know you want to get to the top but you aren’t really sure how you will get there or what obstacles you’ll encounter along the way.” Cybersecurity is manufacturing’s biggest risk factor Manufacturing needs to continue to add M2M automation and big data analytics to the shop floor, but a threat to the overall industry is manifesting itself in the cybersecurity world. Ian Wright with Engineering.com informs writes, “A new report from BDO indicates that 92 percent of manufacturers cited cybersecurity concerns in their SEC disclosures this year. According to BDO, this represents a 44 percent increase compared to the first Manufacturing Risk Factor report in 2013.” As we wrap up our top news for the week, we realize the need to fully implement advanced machine learning across the manufacturing world will take more than a simple flick of the wrist. With that said, we leave you with a cautionary tale of when automation goes wrong. It was recently discovered an airport in India had an sign translated with automation software which read, “eating carpet strictly prohibited” — of course this was not the translation they had meant to display. Regardless, as we move towards a fully integrated M2M world, we will have to adjust our equations depending our our intended outcome, much like the world is finding with the love/hate of language automation. Hope you have enjoyed this week’s top news, as always tell us your thoughts on M2M and how it might impact your world!
Internet of Things Expo: What to expect this week
The Internet of Things (IoT) is essential for both enterprise and personal, everyday use. Leading research firms agree that IoT will experience an unbelievable boom, possibly into the tens of billion devices by 2020 as computers, smartphones and sensors all require connectivity. This week’s Things Expo is a SYS-CON Media annual event, designed to help make sure your enterprise is IoT-ready with 80 breakout sessions focusing on many aspects of IoT, including big data’s use with predictive analytics, smart grid and Industrial IoT (IIoT), wearables, identity in IoT and modem data centers, among many other tracks. Here is a sneak peek at keynote Internet of Things Expo speaker Chris Matthieu. Also…Check out this clip of a Things Expo Power Panel It is going to be an action-packed three days of IoT information dumps from the experts. If you have the chance to be in New York this week, be sure to check out this conference and soak up some knowledge. Scott Allen, CMO of FreeWave, will be presenting “Sensor-2-Server: Intelligent Communication at the Access Layer” at ThingsExpo on Tuesday, June 7th from 4:40 – 5:15p.m. EDT. (http://www.cloudcomputingexpo.com/event/session/3238). Sensor-2-Server™ (S2S™) intelligent communications for the access layer can collect and transport the data that supports higher-level analytics. As IoT becomes adopted by industrial markets, there is going to be an increased demand for video, voice, data and sensor data communication from the outermost layer of the network. Let us know what you think. Which aspects of IoT are most interesting to you? What needs more coverage and information?
IIoT + S2S = Industrial Innovation at the Access Layer
The Industrial Internet of Things (IIoT) is moving at a rapid pace towards a higher intelligence platform to help collect, protect, transport and control data at scale from a myriad of sources. The access layer in the IT landscape is now particularly becoming an innovative technology environment with many new sensory solutions available to bring intelligence back to the core systems and analytics engines. Another area to consider when discussing IIoT are the individuals working with these technologies today, tomorrow and in the future. To start, the younger/millennial generation is entering the workforce in droves and is arguably the first generation open to big data integration and as part of IoT application solutions. Now that IT and Operations personnel work closer together than ever before, there is a need to be able to share the sensor data across the access layer. On the other hand, the older generation is trusting of the SCADA data systems they have been using for years, and are slow at first to adapt to the new intelligence created in the access layer. How Does an Enterprise Address this Transition? One strategy is IT/OT convergence, which promotes a single view of an enterprise’s information. Process-management tools help ensure that every person, machine, sensor, switch and device in an organization has accurate information in the best form and at the right time. As OT products—for example, programmable logic controllers (PLCs) and remote terminal units (RTUs)—become more aligned with IT infrastructure and applications, getting OT information integrated efficiently with IT systems at a process level is difficult enough for many companies. Getting IT and OT systems to work together to maximize business efficiency — while avoiding negative consequences, risks and pitfalls in the process —makes the task more challenging. However, thanks to new technologies, this process is becoming more practical and is creating the opportunities for huge economic benefits when these two disciplines are successfully integrated. Evolution of Sensor-2-Server (S2S) (As described by Brandon Lewis, Technology Editor for IoT Design) S2S architectures define a method for communicating data collected by sensor platforms at the access layer of an IoT network back to servers at other layers, including but not limited to centralized servers in the core network. This type of architecture allows sensor data to be transmitted to points in the network that are best suited to the specific type of analysis, decision making, and control, which in an industrial deployment could be a SCADA controller located at the aggregation layer rather than a mass dump of heterogeneous data from hundreds or thousands of endpoints back to the core network. For critical IoT systems that require real-time or near-real-time analysis of sensor data, this more localized communications can speed decision cycles using data in motion rather than waiting to parse data at rest. Want to Learn More about S2S and the Future of Industrial IoT? For more information and a full discussion on S2S and the future of IIoT, please check out this recent interview with the IoT Roadshow and Scott Allen. You can also listen to the SoundCloud recording below!
IoT Top News: M2M Propels Machines
Time and again, those keeping a pulse on the Internet of Things (IoT) space frequently hear about the “rise of the machines.” Humanity is not only discovering fascinating ways to integrate machines into our daily lives, but also finding new uses for machines as well. How? Machines are now “internet-connected” just like the smartphones we carry around in our pockets. And this isn’t just on the commercial side with the likes of smart thermostats or connected vehicles – even tractors and oil and gas machinery are industrial examples of where new “things” are now on the digital network. In fact, there are more M2M or “machine-to-machine” communication devices on this planet than humans. As GSMA Intelligence reported in 2014, there are 7.2bn M2M devices versus 7.19bn humans. Stuart Taylor from Cisco also wrote a prediction that “The Internet of Things (IoT) is a world where up to 50 billion things (or devices) will be connected to the Internet by 2020; or, the equivalent of 6 devices for every person on the planet.” Realizing the major role M2M devices continue to have in our connected world, specifically as it relates to the advent of machine learning, it’s only natural to highlight the impact of machines and M2M in the past, present and future. The Machines are Coming: How M2M Spawned the Internet of Things In the digital world, M2M wireless solutions will work for us quietly, in the background solving all our day-to-day needs. John Kennedy with Silicon Republic reports that, “M2M is at the heart of the industrial internet of things (IIoT), powering smart factories that can be run remotely from a tablet computer, and smart buildings that monitor their environment and feed data back to the cloud.” Is Machine Learning Over Hyped? In the now 24-hour news cycle, often the top news lingers around lighter topics. So how much hype should be given to machine learning (ML)? The Huffington Post respondent Scott Aaronson, theoretical computer scientist at MIT, seems to think that “There’s no doubt in my mind that people 30 years from now will agree with us about the central importance of ML, but which aspects of ML will they rage at us for ignoring, or laugh at us for obsessing about when we shouldn’t have? Machine Learning: Demystifying Linear Regression and Feature Selection Machine learning needs to integrate domain knowledge in order to improve the quality of data collected from analysts. Josh Lewis with Computerworld thinks that, “Business people need to demand more from machine learning so they can connect data scientists’ work to relevant action.” Machine Learning Examples Crop up for Data Center Management Data centers appear to be the perfect place for enterprises to implement machine learning to its fullest. Christopher Yetman, COO at Vantage Data said, “There are also sensors that generate data about air pressure, humidity, temperature and supply voltage and typically feed into a programmable logic controller.” M2M Technology Driving Agriculture’s Industrialization On a global front, M2M is driving agriculture’s industrialization in South Africa. IT News Africa informs us that, “Given the ability to automate many monitoring and control functions through intelligent devices, agriculture is a prime target for leveraging M2M capabilities.” We hope you have enjoyed this week’s roundup, and as M2M connections continue to pile-up, we urge you to consider the plethora of commercial and industrial use cases that can benefit from these innovations.
Sensor-2-Server: Benefits & Security for IIoT Communications
*This is part of a series of blogs examining Sensor-2-Server (S2S) communications, development, security and implementation. For the past two weeks, we’ve taken an in-depth look at what Sensor-2-Server communications are, how to implement these systems, and some of the specific aspects of communication that these systems facilitate. This week, for our final installment, we’ll examine some of the benefits, as well as security considerations, for S2S communications. Benefits of Sensor-2-Server Communications From a technology partnership perspective, Big Data vendors face the challenge of comparing data in motion versus data at rest. If the data has already moved through a SCADA system and has been aggregated, changed, stalled, or is not quite granular enough, it can be difficult to deliver high-value predictive analytics. The concept of predictive analytics is that an operator can make an accurate estimate that certain things can happen during operations. However, the operator needs to determine what the drivers are for the predicted actions to happen and must look at active data to determine if this is, in fact, happening. Without insight into the active data in motion, they are lacking an essential piece of the predictive analytics. This ability to compare data in motion at the access layer could benefit Big Data vendors when it comes to predictive analytics because it allows them to give higher value to their customers, which drives additional revenue. With S2S technology, they can deploy a tiered application infrastructure that allows data to intelligently move from one point to another. S2S also enables operators to go beyond a legacy SCADA data network. To operate a SCADA network, it requires a lot of institutional knowledge to truly understand, manage and work within the environment. S2S expands beyond moving the data into SCADA systems and allows operators to leverage more advanced technology, like predictive analytics. Essentially, S2S communications provide the opportunity to take advantage of new advanced tools, but the operator doesn’t necessarily have to sacrifice the institutional knowledge built into the SCADA data systems. As new generations enter the workforce, it’s likely that there will be a shift and some of that institutional knowledge will be replaced with technology that will allow operators to do more than they ever could before. The addition of new technology and IoT networks is where operators are starting to see the functional lines blur between the IT and production groups. As more technology is leveraged, these two disparate groups will have to work together more often. There is now a drive for a more holistic picture of what is going on in IT, what is going on in the field, and whether the technology used will be compatible with future needs. SCADA will likely always have value for industrial communications but, going forward, there will be an increase in the use other technologies as well. Additionally, with more technology physically in the field, there is always going to be a focus on data security. Security Sensors at the access layer present interesting security challenges. For example, consider a data concentrator sitting on an oil pad that is collecting data. This device is collecting data from a number of sensors and has data logging capabilities, which also means the other devices sitting at the remote site contain historical data. Technology providers need to insure that the technology used is taking advantage of all the security features that are available to make sure their data is protected through a variety of means including encryption, authentication, virus and intrusion protection, and by being physically tamperproof. With the growing interest in IIoT, the system is providing a communication path with highly valuable information. These sensors may be running an application on the edge of the network, and many of these devices are using IP. When there are Ethernet and IP devices going out to edge devices in the field, each one of those devices has the potential to become a threat to the entire corporate network if they’re not secure. Operators in IIoT environments need to be concerned with everything that could be introduced to the network at every single connection point. Data protection data is a fundamental and extremely important element in determining the effectiveness of S2S communication. Technology vendors must be mindful of security in every step of the design and installation process, and operators must require security features that will protect their data and networks. In addition to data security, the threat to physical infrastructures in very remote locations is driving the need for new security solutions such as intelligent video surveillance designed to maximize security and minimize cost. S2S solutions need to be physically capable of delivering the bandwidth to enable these new solutions. Where Do We Go From Here? Industrial communication is changing in the sense that IIoT enables the possibility for every device in a network to be connected – including those in the outer access layer. This has created a convergence of OT and IT operations in many instances or – at the very least – has brought the two departments to a closer working capacity. IoT and technology at the access layer enable the option for Sensor-2-Server, a form of intelligent communications that can move the sensor data to a specific server for detailed analysis. New data and technology are allowing operators to do things they’ve never done before, such as predictive analytics. As this shift continues, SCADA is not becoming an obsolete technology; rather it will become a piece in the bigger technology picture. Any operator choosing S2S technology, or any technology for that matter, must carefully consider the options and keep security as a top priority.
DistribuTECH 2016 Day 1 Recap: People, Places and Things
Each year, we attend a wide variety of trade shows for many different vertical industries. These shows present several opportunities: we get to go talk about ourselves a little bit, we get to see what other companies and thought leaders are doing, and we get to talk with some very interesting folks who have varying perspectives on the industry, the trends and the technologies that drive growth. This year, at DistribuTECH 2016 in Orlando, Fla., we wanted to jot down some brief, daily thoughts on some of the things that we saw both around our booth and at the show in general. Record number of attendees! We were pretty excited to hear that there were a record number of attendees at this year’s show. It’s an exciting time to be a part of the utilities and energy industries. Lots of changes, some really great and innovative new technology, and a bevy of thoughtful people makes for a good trade show! Wearables?! Where are we, CES? No! Wearables are not just for the consumer-driven recreational technology market. Wearable technology has the chance to change the way our boots on the ground and in the field work. The adage about working ‘smarter, not harder’ certainly applies to some of the companies developing wearable technology for the industrial sector. Great speakers abound! With a huge portion of the journalism industry in shambles, publications like PowerGrid International (one of several from PennWell) really stand out for its consistently solid and informative material. It’s always great to see the ‘Ink-Stained Wretches’ get their due, and Teresa Hansen, editor in chief of PowerGrid International and Electric Light & Power, gave an excellent keynote on the first day. Hey, look at us! It’s always a little uncomfortable talking about yourself, but we are incredibly excited about the future at FreeWave, and many of the people we talked with who came through our booth – attendees, media, analysts, customers, etc. – were excited as well, namely about our new WavePro WP201 wireless shorthaul Wi-Fi solution. There are some features that we’re especially proud of, including the high-speed Voice, Video, Data and Sensor Data (VVDS) transmission capabilities, the self-healing one-mile industrial Wi-Fi hotspot and the ability to achieve maximum throughput. We’re excited for day 2 – keep an eye out for us!
IIoT Top News: The Future of Utilities
As utility companies continue to track usage, consumers are growing equally cognizant of individual energy use as well, especially with the growth of private alternative energy practices such as home solar panels or wind power. That’s why this week’s IIoT top news is focused on the utility technology of tomorrow. This practice of selling privately generated energy back to the smart grid is in its infancy, but consumers now expect device connectivity to track, say, the amount of energy used by lights or the refrigerator during nighttime, off-peak hours. Because of that, the onus lies on utility companies to gather data and deploy advanced analytics that can be translated into relevant information for the average user. Now, February may have started out cold for some of us, but it is about to heat up down south with the Distributech conference in Orlando, Fla. This annual utility conference attracts over 11,773 attendees from 67 countries with 400 utilities, 480 plus exhibitors, 81 conference sessions and over 350 speakers. In lieu of this conference next week, we have decided to focus this week’s IIoT top news round-up on utility technology. Hope you enjoy this week’s round-up, and as always tell us what we missed! 2016 Power and Utilities Industry Outlook (WSJ) In the 2016 industry outlook for the power and utilities, it is clear automation and optimization will sprout more technologies for the industry advancement. John McCue, the U.S. Energy & Resources leader at Deloitte LLP believes that “Exponential technologies are accelerating the transformation of the power and utilities industry. Sector companies can respond by being open to change, assessing the potential benefits, and considering where and how to apply these emerging technologies.” Ten Energy Efficiency Predictions (Energy Digital) This list of top ten energy efficiency predictions has been gathered together by a team of experts to clearly forecast the future of energy and utilities. Energy Digital reports, “Digital marketing and marketing technology means utilities can do more with less and deliver tailored messaging based on the their consumer’s past experience with them, specifically past engagement with energy efficiency.” Tech Trends That Will Impact the Utility Sectore in 2016 (Huffington Post) The tech trends impacting utility in 2016, will be based on reliability and proven technology that will move them into the next era without missing a beat. Seyi Fabode with Asha Labs thinks that the utility industry is unmatched in it’s reticence “in adopting innovative technology. Despite its reluctance, the industry inevitably adopts the technology it resists.” As Water Utilities Move Online, Hackers Take Note (Governing.com) A recent report by the Department of Homeland Security indicates hackers are moving into the digital water utilities world. Tod Newcombe with Governing states, “Water utilities have in recent years — like pretty much everything else — become more reliant on the Internet to operate its networks of pipes and pumps.” Driving Battery Storage IoT, Electric Transportation Mainstream (Green Biz) The forecast of the next five years shows and increase in the use of the Internet of Things (IoT), which in turn is driving more battery storage for electric transportation in the energy industry. According to Barbara Grady with Green Biz, “Battery storage is changing the utility sphere by enabling solar plus battery systems to replace grid supplied power on residential and commercial buildings and by enabling micro-grids as a substitute to grid connection.”
Remote Wi-Fi: Enabling Wireless Video Transport
(Image courtesy Flickr Creative Commons) The topic is not new, but it is increasingly common in conversations with customers and potential users of wireless networks for M2M and IIoT applications. In fact, this topic now occurs in almost every conversation regarding networks and their wireless video transmission capabilities. Our topic is the transport of video and the applications it enables. As reference, a few areas where wireless video is being used are: Security operations, such as facility assess control and perimeter monitoring Work safety to monitor hazardous areas Deterrence of vandalism and theft Process monitoring for improved quality and efficiency For these video integrated systems, they perform several functions: Capture video of the area or process being monitored Transport the video stream to the video analytics, which typically resides in the enterprise network and not at the remote site with the video camera Analysis of the video stream to derive actionable information or data from the real-time feed, and Act upon the information or data extracted from the video where the system may or may not be collocated with the video camera. High-speed wireless networks are well suited for transporting data from remote sites to centralized locations, and again transporting information from the centralized location to remote or other sites where it is acted upon. These high-speed networks require high data rates, low latency and quality of services (QoS) capabilities. Application Examples An example of an integrated wireless video system employing a high-speed wireless network is remote facility access control. The video stream is transported from a remote site to the analytics engine located in the enterprise network where facial or license plate recognition is performed on the video stream. If the person or vehicle is to be on site, the on-site assess control system locks or unlocks a gate or door. In this example, the integrated system has the video source and assess the control system collocated. Another example is improving worker safety through transporting video and analytics where the analytics detects worker presence and activity. If the activity stops, the worker can be contacted through an emergency management system. If the worker does not respond to the contact, an emergency response team can be dispatched. In this example, video transported from the remote site is analyzed and drives inputs into emergency response systems that are not collocated. Video analytics is promising with a wide range of possible applications. However, it is the wireless high-speed network that makes these services viable and cost effective since the wireless network has the bandwidth to be used for multiple applications (voice, video, data and sensor) across multiple departments within the enterprise.
IIoT Top News: Wireless and Wi-Fi
Gone are the days of limited connectivity—at least that’s the plan this year. According to Wireless Design Magazine, The Broadband Alliance has announced plans to hosts a world Wi-Fi-day. This global initiative has teamed up with more than 135 technology companies to help encourage all utilize the IoT and IIoT to its fullest, by taking steps to help business, industry and neighborhoods have access to quality wireless. Now as you reach for your smart device, smart machine or connected thing, hold on tight wireless is taking you to the deep end. Don’t worry you can handle it. Enjoy this week’s reading, and as always tell us what we missed! Army Command Post Gets Secure Gigabit Wi-Fi (GCN) The army is hoping to save countless hours tearing down wired battle systems networks with a new secure gigabit Wi-Fi. Mark Pomerleau with GCN reports that “Wireless capability speeds that configuration, improves troop mobility and provides greater flexibility for commanders.” Subsea Fiber Optic Networks: Past, Present and Future (RCR Wireless News) In this interconnected world, it is amazing to think about the amount of subsea fiber optic networks connecting the planet today, tomorrow and yesterday. Joey Jackson with RCR Wireless News reminds us all that “Subsea fiber optic networks are responsible for the transmission of 90% of the world’s international data.” Type With Your Brain: Future Tech Ditches Keyboard (Discovery News) The future of wireless could allow you to get rid of the keyboard all together and simply type with your brain. Eric Niiler, with Discovery News, tells us that “Scientists are already working on technology that connects the brain to electronic gadgets and two new devices unveiled this week could help usher in a future without keyboards: a wireless brainwave headset and a brain sensor that dissolves in the body after completing its job.” The Future of Wireless Technology is Coming at Light Speed (The Telegraph) One hundred times faster than Wi-Fi, the future of wireless is expected to reach light speed. Rob Waugh with the Telegraph believes that “The speed boost will come from an unlikely source: the lighting above your head. Instead of Wi-Fi radio aerials beaming data through buildings to your laptop, computer-controlled LED bulbs will flicker above your head, beaming out signals like a super-fast Morse code.” The Future of Public Wi-Fi: What To Do Before Using Free, Fast Hot Spots (Wall Street Journal) Setting up an office on the sidewalk isn’t a realistic option year-round, but change is coming. It is good to know what to do before you jump on that free public Wi-Fi.Joanna Stern with the Wall Street Journal informs us, “Wi-Fi networks with widespread coverage and new standards are popping up to allow us to cut back on paying the carriers an arm and a leg for cellular data.”
Can You Hear Me Now? Remote Wi-Fi in the Connected World
(Image courtesy of Tony Webster, via Flickr Creative Commons) One of the more fascinating aspects of our eternal march toward ‘the future’ is the occasional, but impacting, intersection of our critical infrastructure and the general consumer. Like a sine wave across the axis, our connected world meets at points in time that catalyze technological explosions. The transition of computers from behemoth industrial-sized calculators into the first iteration of the personal computer is a good, somewhat recent example. So is the Internet. Each of those began as a fairly raw tool used for enterprise industrial services before intersecting with the consumer and birthing new innovations and applications.Today, the connected world on the horizon, envisioned by dreamers and pragmatists alike, is taking form on the backbone of wireless connectivity in a way that has the ability to impact our critical industries, our smart cities, our homes and our daily lives like never before. Remote Wi-Fi is a tool that has enabled connectivity and data transport for industries like oil and gas, precision agriculture, utilities and seismic monitoring, leading to a boom in the use of predictive analytics to better streamline the work processes in the field for these traditionally remote areas. However, two of the main problems with traditional remote wi-fi network deployment are the security of these networks, as well as the latency of the data transmission. To combat this, these industries have turned to the use of shorthaul (between 1-5 miles) wi-fi hotspots to utilize built-in security measures and decrease latency for data-intensive applications like voice, video, data and sensor connectivity. As a result, these industries have been better able to collect and transport data throughout an entire smart ecosystem, affecting everything from decision-making in the field, to the way the consumer can track personalized utility usage. Our smart cities and municipalities depend on data collected remotely to anticipate infrastructure-related resiliency issues, like grid outages, seismic events and disaster preparedness. Companies in these industries depend on remote data to solve production, maintenance and transport problems. Wi-Fi Will Save the Connected World In early January, the Wi-Fi Alliance, a worldwide network of companies trying to standardize global Wi-Fi provision, announced a new protocol that promises to trigger changes throughout the industrial landscape. Wi-Fi HaLow, as it is called, is an addendum to the IEEE 802.11ah protocol that is set to be finalized later in 2016. HaLow operates in frequencies below 1 GHz and can potentially provide a longer range than Wi-Fi has traditionally offered. The implications for remote Wi-Fi and the Industrial Internet of Things are huge. The addendum means more efficient battery usage due to operating on a lower frequency and with a lower data rate, which, in turn means a greater range and lower transmission power. This standard is still awaiting a final vote, so before we anoint HaLow as the magic bullet for which the Internet of Things has been waiting, the IEEE standards committee will have its say. To come full circle, the potential advent of better long-range Wi-Fi in remote settings could be the next intersection of the axis and the sine wave, enabling innovation and growth at both the industrial and consumer levels of connected-world technology.