The art of creating rule-based prompts for ChatGPT is accelerating the development of apps and services for any industry, and in this article, I share how to do it.
In this detailed article, you will learn how to carry out data ingestion and analysis using Azure Synapse Serverless SQL Pool along with sample datasets.
As machine learning (ML) is revolutionizing an enterprise's digital transformation, the path to successful ML implementation comes with its own set of challenges.
Like the calculator, the spreadsheet, and the internet, AI-driven LLM tools are likely to change HOW we do our work, but not the fact that humans will still be the ones doing the work in the first place.
The third article of this series presents a deep-dive into how efficiently we can use Snowflake tables and warehouses and how data sharing occurs across accounts.
This guide explores how to auto-scale your Kinesis Data Streams consumer applications on Kubernetes so you can save on costs and improve resource efficiency.
Everybody's trying to get in on the big-money future of IoT, and now "everybody" includes Microsoft with Windows 10. Larry Dignan at ZDNet put together a look at Windows 10's role in IoT - as it's been described by Microsoft CEO Satya Nadella at the Gartner Symposium ITXpo, at least - which suggests that the new OS will be a central platform for IoT systems of all types. Specifically: Windows will be able to run on everything from sensors to wearables to whatever computing shift emerges. Or, as Patrick Thibodeau at ComputerWorld interpreted it: [Nadella] sees the company's upcoming operating system Windows 10 as integral in managing every aspect of the IoT, from the sensors, mechanical systems, to the applications and analytics that underlie it. Those are some pretty big promises, but as Nadella said, Windows 10 is "the first step in a new generation of Windows as opposed to just another release after Windows 8." After all, that would be Windows 9, right? Check out Dignan and Thibodeau's coverage of Nadella at the Gartner Symposium ITXpo for more details on Windows 10 in general. It looks like a promising future: Yo Ebola, I'ma let you finish but #Windows10 is gonna have the greatest virus of all time #WindowsTillIDie — Bill Gates (@BillKingGates) October 6, 2014
As the Internet of Things becomes a ubiquitous idea and a fact of life, what happens to all the aging and increasingly insecure Things? According to Wired's Robert Mcmillan, responding to a recent question on the security of IoT from Dan Geer, this may be a serious problem [1][2]. The solution, Mcmillan suggests, is to design these devices with an expiration date. In other words: they need to be programmed to die. The problem may not be too severe now, but the future of the Internet of Things will look different than it does now. Security will likely loosen, because software will be a part of everything, and it tends to be the case that things mass produced to that degree experience a bit of a drop in quality. That, Mcmillan argues, presents a problem: ...all code has bugs, and in the course of time, these bugs are going to be found and then exploited by a determined attacker. As we build more and more devices like thermostats and lightbulbs and smart trashcans that are expected to last much longer than a PC or a phone, maybe we need to design them to sign off at the point where they’re no longer supported with software patches. Otherwise, we’re in for a security nightmare. A similar argument came from Bruce Schneier's interview with Scott Berinato about how future bugs like Heartbleed could impact IoT [3]. Schneier's conclusion is that processes must be built into IoT devices and development to allow for regular patching and securing of embedded systems. How practical is that, though? Mcmillan points to some recent scenarios where these fears have already come true: the lack of support for Linksys routers infected with Moon Worm, for example. Long-term patching would solve these issues, but will the increasing number of organizations developing IoT products be forward-thinking enough to care? It's also not as if the problem will fade as the products become less popular, Mcmillan says: Researchers have studied the way that security vulnerabilities are discovered, and what they’ve found is that security bugs will keep cropping up, long after most software is released... in fact, they’ll only get worse. Open sourcing technology as it ages may also be a solution, Mcmillan says. However, even that is imperfect and requires a lot of cooperation from companies who may not be enthusiastic about such cooperation, as well as a base of developers interested enough in the technology to maintain it. So, creating devices with an expiration date may be one of the most practical solutions. Otherwise, what happens when IoT is everywhere? What happens when we stop taking care of the things that we build? [1] http://www.wired.com/2014/05/iot-death/ [2] http://geer.tinho.net/geer.secot.7v14.txt [3] https://dzone.com/articles/heartbleed-iot-how-much-worse
Sometimes you just have to track the sleep habits of the living things around you. For example, maybe your children wake up at mysterious and unexpected times. Otherwise, in the case of Ricky Robinett at Twilio, you might just be wondering how much your dog sleeps while you're away. One solution, as it turns out, is a sleep tracker built with Tessel and Twilio. Robinett has written a solid tutorial on how to build such a thing, and all it requires is a Twilio account (of course), along with a Tessel microcontroller and accelerometer module, a USB battery pack, and a somewhat cooperative dog. From there, Robinett walks you through everything you'll need to know: setting up Tessel and sending SMS, using Twilio libraries, interacting with the accelerometer, and so on. Then, once you're all set up, you're ready to take an action rarely described in technical circles: Deploy to Your Dog The end result (depending on your personal choices regarding dog-clothing) is something like this: (via Ricky Robinett at Twilio) It keeps you updated via text message on your dog's sleeping habits by generating an update after five minutes without movement. So, if your dog is just a particularly lazy creature who spends extended periods of time staring, stationary and wide-eyed, at a fixed point on the wall, it sounds like you might get some inaccurate numbers. In general, though, it's a cool idea: regular updates letting you know how long your dog has slept. So, as long as nobody hacks your dog and starts running Doom on it (as those pesky hackers are known to do these days), it looks like a fun project.