Artificial intelligence (AI) once seemed like a figment of science fiction, but as technology has evolved, many new and exciting applications have arisen. From national security to finance, healthcare, and beyond, AI has the capacity to improve the quality and quantity of data analytics and reduce costs. As the ubiquity of AI technology continues to grow, we see it moving closer to the edge, requiring specialized hardware to ensure that AI-enabled devices can operate and process data efficiently.
What is AI at the Edge?
AI at the edge relies on edge computing – a distributed network of computing devices that exist near the source of data, rather than in a data center. This includes Internet of Things (IoT) devices that could be sensors and smart devices that reside within a home, business, or other location. Because the Internet is a global network, the edge could exist anywhere.
Compared to AI algorithms that run inside of a data center, edge AI can offer a number of important benefits that include:
Reduced latency since data is processed locally.
Increased data security since data is processed at the edge and only results are transmitted , reducing the risk of a breach or interception.
Improved reliability since the AI can run even if connection to a data center goes down.
Real-time insights since data is processed locally instead of in a distant data center.
Figure 1 Let’s have better control and put AM335x based system in package into all these Air Conditioner units!
Some applications of IoT are still being debated. Does your refrigerator really need an operating system and be connected to the internet? Should it try to detect when you’re out of milk and automatically order more? What if there’s an error and 50 gallons shows up on your doorstep? Just like many others, I do not know the answers to all these questions. One thing I know for sure is that IoT does belong in air conditioning and the control systems of medium-to-large buildings. The OSD335x family of System-in-Package products featuring the AM335x, provides an excellent foundation for the design of an Open-Hardware Building Automation System Controller. This article introduces a series of technical application notes for building a reference design with the OSD335x-SM.
You have a great new design idea. Now that you’ve chosen your processor and the System-in-Package that meets your needs, you need to get up to speed on the device. You grab your cup of coffee and sit down at your computer to check out the resources, but there is so much information out there! Where to begin?
When starting a new embedded systems design, wouldn’t it be nice to have a technical support mentor? Could you use an embedded engineer with years of experience, at your elbow helping you navigate all the information on the web? It can be difficult to navigate through the hundreds of pages of information to find key pieces that can help you get a jump-start on your design:
“Internet-of-Things” or IoT and it’s challenges have been on my mind long before it became a popular term. I’ve just finished writing an 18 part blog series on the subject, hosted on an internationally respected news site, Embedded Computing Design. After reading this short article, I’d like to invite you to read the whole series, and engage in the discussion.
However, you may need motivation to go look for the series and actually read it. So, let me motivate you. I first heard the concept of “Cloud Computing” many years ago at a press conference in Beijing, China. My response to the question of “what do you think about Cloud Computing” surprised even me as the words came out of my mouth. Several months later I heard a better descriptor of the concept called the “Internet of Things”. What surprised me next was the apparent confusion of what the IoT was.
The Embedded World Conference in Nuremberg, Germany last week provided an opportunity for the Octavo Systems team to engage with dynamic and innovative companies from around the globe. In its 16th year, this leading exhibition for the international embedded community hosted over 32,000 engineers from 78 countries. With more than 2,000 sessions, the technical engagement level was at an all time high.
Embedded World (February 27, 2018) – Octavo Systems LLC (Octavo), the expert in System-In-Package (SiP) for mass-market applications, today announced the smallest system ready for Industrial applications with a temperature rating of -40°C to 85°C case. (Read More…)
Industry analysts predict billions of things will connect to the Internet by 20201. Whether it is your fitness tracker or a smart fridge, we are now able track, analyze and make healthier choices to improve our lives. We are able to make our homes more secure and energy efficient. Soon we will watch Netflix in self-driving vehicles on our way to work. Due to the potential and the ability to personalize information, the industry has pursued connecting all devices to the Internet with passion. Therefore, it is a given that your marketing department will come in asking you to update your product with IoT capabilities.
How Octavo Systems Helps Your IoT Design
Octavo Systems is leading the hardware effort to make IoT system development more accessible to everyone. Through System-in-Package (SiP) technology, it is possible to embed complex and powerful systems into tiny spaces while saving valuable time to market and cost.
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