In modern terminology, these projects involved the creation of digital twins from IoT data. They began by collecting time series data around events such a change in operating speed. This is important because systems do not provide dynamically rich data under static operating conditions. Think of a lightbulb with a hairline crack in its filament. Unless you have incredible eyesight, it is impossible to tell if the lightbulb is work on not. However, if you gently tap the lightbulb, you will hear the filament vibrate. That is what reveals that the broken is bulb. In addition to the signal processing aspects, this diagnostic and testing process relies on our mental model of how filament lightbulbs work.
May 30, 2020
A Framework for AI and IoT
In modern terminology, these projects involved the creation of digital twins from IoT data. They began by collecting time series data around events such a change in operating speed. This is important because systems do not provide dynamically rich data under static operating conditions. Think of a lightbulb with a hairline crack in its filament. Unless you have incredible eyesight, it is impossible to tell if the lightbulb is work on not. However, if you gently tap the lightbulb, you will hear the filament vibrate. That is what reveals that the broken is bulb. In addition to the signal processing aspects, this diagnostic and testing process relies on our mental model of how filament lightbulbs work.
Mar 26, 2020
Regulation and Competitive Advantage
Our group was discussing the then emerging market for connected cars. I threw in a question about the impact of regulation on their business strategies. Regulation matters in relation to safety, liability and insurance solutions, and data management. Factors such as these matter more to commercial viability than technical innovations. The need to factor regulation into technology choices and business models was evident even then. The universal response I got from the group was that innovators needed to be given the leeway to develop the technology and novel services. Putting it explicitly, regulators needed to stay well out of the way.
The same issues are apparent as new markets develop on top of the foundations of mobile communications. One example is the sharing of consumer data derived from mobile phones [1]. Another is Facebook's difficulties in launching its Libra currency and payments initiative, ahead of regulatory buy-in.
Jan 10, 2020
2019 in Review: A changed IoT landscape
A more tightly knit IoT value-chain
A snapshot of the 2009 industry covers a relatively well defined mobile-industry ecosystem. This largely centered on mobile operator initiatives, driven by leading operators and supported by GSMA efforts to develop a new market for the mobile ecosystem.
Dec 30, 2019
Privacy payoffs in smart cities
A few weeks ago, I spoke at the Connected Cities Privacy Summit (CCPS) in Washington DC. This was a 'first of a kind' event focusing on data privacy issues. Other smart city events tend to feature pilot-projects and technology demonstrators.CCPS drew speakers from Google’s Sidewalk Labs and public-sector officials from Canada. US presenters came from a range of academic, consultancy, legal and technology organizations [1].
Many of the CCPS presentations took a cautious approach to privacy protections. To some extent, this reflected the nature of the audience. Roughly half of the attendees hailed from legal, compliance and policy professions. I took a somewhat different approach. My presentation covered the opportunities arising from data sharing. This drew on some of the lessons learned from oneTRANSPORT.io, one of my consulting projects over the past few years [2].
Sep 23, 2019
Telcos and Smart Cities
a backdrop of opportunities across the Internet of Things (IoT) industry. I was fortunate to attend and here are a few highlights from this year’s event which focused on the smart cities sector.
In broad terms, the supply-side of the industry is maturing. Businesses are focusing on the practicalities of closing commercial deals in contrast to launching exploratory pilot projects. There is a realization that the smart city proposition and sales process spans a wider set of parameters than telco connectivity. Telcos are talking about new commercial models and service solutions, such as data management, that map to higher levels of the IoT solutions stack and above the connectivity layer. However, based on what was presented it is going to take time to translate strategy into execution, at scale, and commercial success. The number of local government representatives attending the event reflected positively on the demand side of the equation. It validates a key theme throughout the event about the need to bridge the public-sector-to-telco knowledge gap.
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