What is Edge AI and How Does It Create a New Paradigm
Artificial intelligence and machine learning (AI/ML) have been around for a while now. Without knowing the intricacies, people still understand that it has powerful uses, such as analyzing data, understanding pictures, or chatting with Siri. The edge is a much newer concept, which I first heard of with the development of 5G.
The edge is data processing with round trip servicing under 20 milliseconds. What does this actually mean? A more practical definition is self-explanatory. The edge is literally the closest point you can put your processing to where you need the result. This leaves a broader concept of edge. If your processing must be done in the cloud, then your edge is simply the closest/fastest servers. If your processing can be done locally, then your edge should be your local processor (smartphone?).
But what do you get when you marry the AI and edge concepts? At one point of time, AI algorithms became practical to implement in the cloud, running on powerful server racks. Since AI was too complex for local devices, the cloud AI was also the edge AI. This is no longer true. Powerhouses such as #arm and #NVIDIA have been making massive breakthroughs in optimizing AI performance. Startup #Hailo has developed their own AI processor. #STM has even put ML cores on individual sensors. AI can now run on embedded processors, sensors, internet gateways, security cameras, etc. The new edge AI is essentially anywhere.
Believe it or not, this new reality is a great thing. Since data is generated and processed locally, the edge AI device does not need to be connected to the internet. This means you can have smart devices that protect your privacy. You can have security systems that cannot be taken down by cutting the internet. AI analytics in remote areas? Got it. Edge enables AI to be anywhere it is useful, when it is useful.
#Millspaw Electronics is launching an edge AI brand, Normal AI. Be sure to connect to learn what we can do for you.
Some truly fantastic blog posts on this web site , thankyou for contribution. Lizzie Cirillo Micah
Wow! At last I got a web site from where I know how to actually get helpful information regarding my study and knowledge. Brier Eduard Hudis
It is in point of fact a great and useful piece of info. Ninon Lon Alister
Everything is very open with a very clear description of the issues. It was truly informative. Your website is useful. Thank you for sharing! Dierdre Charley Norris
You made a number of good points there. I did a search on the matter and found a good number of persons will have the same opinion with your blog. Flory Raynard Hebert
Why users still make use of to read news papers when in this
technological world the whole thing is existing on net?
The internet is a place of shifting sands. Anything and everything is available, but it is increasingly hard for individuals to control what is presented to them. A physical newspaper can be a source of consistency, even if it is limited in scope.
I got this web site from my buddy who shared
with me on the topic of this web page and now this
time I am browsing this site and reading very informative articles here.
Thank you a lot for sharing this with all of us you actually understand what you are talking
about! Bookmarked. Kindly additionally discuss with my website =).
We may have a hyperlink alternate arrangement between us
Greetings from Colorado! I’m bored to death at work so I decided to check out your website on my iphone during lunch break.
I enjoy the info you provide here and can’t wait to take a look
when I get home. I’m amazed at how fast your blog loaded on my phone ..
I’m not even using WIFI, just 3G .. Anyhow, fantastic
site!
This piece of writing is actually a fastidious one it helps
new the web viewers, who are wishing for blogging.
This page definitely has all the information I wanted concerning this subject and
didn’t know who to ask.
Hi there! This blog post couldn’t be written any better! Looking at this
article reminds me of my previous roommate! He continually kept talking about this.
I’ll forward this post to him. Pretty sure he’ll have a good read.
Many thanks for sharing!