Skip to main content

How does AI & machine learning together unlock the true potential of IoT

Image
By
AI and machine learning in IoT

The Internet of Things in Our Everyday Life

IoT(Internet of things),  something that is very fast emerging to be the next big thing in our world. When many would be not familiar with the concept of IoT, a lot will be familiar with their applications. For Example, when you can control your AC by your smartphone or using a smartwatch that gives you real-time biometric readings.


IoT is all about making all the devices in your everyday life to act smart. IoT provides a super platform for the devices to get connected. All the devices can send and receive messages through this connection with the help of sensors in the devices. According to business insider intelligence, 24 billion IoT devices will be installed by the year 2020.

Can Artificial Intelligence & machine learning give a boost to the growth of IoT?
AI and machine learning in IoT

Artificial Intelligence is no longer confined to the Sci-fiction movies but has indeed become a reality now. Artificial intelligence is a broad concept that is loosely defined, it is something that makes the computers behave like they have human intelligence. It gives the machine the ability to learn, solve the problem and think logically.

Many people still doubt where is AI used (remove the pictures of Roberts from your head when say AI), you have used it while watching Netflix, web searching through Google Assistant, Mobile banking & filters used in Email etc. Now that's the tricky part, we didn't even realize its the machine that is giving the shots here. 

Machine learning is a part of AI where the machine is trained in the same way as a child or a pet to have human intelligence. It is an application of AI that provides machine the ability to automatically learn and improve from their experience.

Now you know that AI and machine learning will aid you in problem-solving and you can do a lot more work in less time. Then why not utilize AI and machine learning to bring out the true potential of IoT.

Achieving financial benefits through IoT has become difficult. And the reason is that we cannot minimize the cost without affecting its performance. For example, industrial companies produce a massive amount of data on a daily basis. However large, companies fail to systematically collect, store, analyze and use such data to improve process efficiency or meet other goals. We need to find a more effective method to organize the data.


Real-time decision-making in IoT systems is still challenging due to cost, form factor limitations, latency, power consumption, and other considerations. We use AI, Big Data & Machine learning to overcome this issue and optimize the performance per dollar and performance per power consumption. 


For Example, Edge TPU is Google’s purpose-built ASIC chip designed to run machine learning (ML) models for edge computing which was announced in July 2018. It uses the Cloud IoT Edge software stack, which combines gateway functions using the Edge IoT Core software, with Edge ML, a machine learning runtime based on TensorFlowLite.


What that really changes with IoT with the implementation of AI and Machine learning is that we are moving from connectivity of the devices to intelligence. Without real intelligence or insights on the data that is generated by those devices, it is really hard to get the investments in return. According to the study, the data generated by the IoT devices will be 40 billion Zettabyte by the year 2025, which is a huge amount of data which is mostly real-time data, and decision making here will become difficult.

Based on previous experiences, Cloud IoT core was introduced, which is a fully managed service that provides us with an easy and secure connection with millions of different devices in different areas and thus manage their data easily.

So in the future, many real-time applications will emerge in IoT by combining AI and machine learning that gives the computing power to analyze the huge data generated by IoT devices.

"Imagine a future where the ambiance in our house will be preset daily according to our mental and physical comforts automatically."
















Labels

Labels:

Comments

Post a Comment

Popular posts from this blog

10 URLs to Find Out What Google Knows About You

By
Google is much more than just a search giant. It is also home to many of your favorite products: Gmail, YouTube, and Chrome, just to name a few. Apart from that, it also offers many products to help you  keep track of your data . Most of these are  hidden deep  inside the My Account dashboard, which many users don’t really know of. These hidden tools  may reveal interesting details  about your usage of Google’s many services. We’ve compiled a list of important Google URLs of some  hidden tools  that carry information of what you did with Google, mostly from the searches that you have made on their many products, the voice searches and typed out Google searches that you have made. Are you ready to  find out what how Google knows about you ? 1.  Google Dashboard Google Dashboard offers  transparency and control over the personal data stored with your Google Account. You can  view  and  manage the data gener...
Post a Comment
Read more

Nine government sites hit by cyber attacks: NIC

By
The National Informatics Center (NIC) has revealed that as many as nine government websites were defaced by recent cyber attacks. The center further said that the servers, which hosts these government sites, suffer a number of hacking attempts on a daily basis. The websites www.kumbh2010haridwar.gov.in, www.ueppcb.uk.gov.in, www.gov.ua.nic.in/ujn, www.cdodoon.gov.in, www.arunachal.nic.in,www.bee-india.nic.in, www.civilsupplieskerala.gov.in, www.mpcb.gov.in and www.informatics.nic.in were  defaced , prompting authorities to  ramp up  the cyber security safeguards. In an RTI reply, the NIC, which reports to the Ministry of Communications and Information Technology, said that it was impossible for the body to accurately quantify these attacks but they are usually blocked by security controls put in place. The Ministry was asked to provide details of hacking attempts made on the governments websites in the last ten years (2001-11) along with url names of the portal...
1 comment
Read more

Solar car hits U.S. in round-the-world jaunt

By
Last October, the SolarWorld GT solar-powered car set out from Darwin, Australia on a drive around the world. It has since driven 3,001 kilometers (1,865 miles) across Australia, logged 1,947 km (1,210 miles) crossing New Zealand and been shipped across the Pacific Ocean. This Friday, it will embark on the U.S. leg of its journey, as it sets out across America from the University of California, Santa Barbara.   The SolarWorld GT is the result of a collaboration between solar panel manufacturer SolarWorld, and Bochum University of Applied Sciences in Germany. The four-wheeled, two-door, two-seat car gathers solar energy through photovoltaic panels built into its roof, with its solar generator offering a peak performance of 823 watts. Custom hub motors are located in both of the front wheels. The vehicle manages an average speed of 50 km/h (31 mph), with a claimed top speed of 100 km/h (62 mph). In order to demonstrate that solar powered cars needn't be a radical...
Post a Comment
Read more