According to a recent report published by Gartner, by 2020 more than 26 billion devices (excluding smartphones, tablets and PCs) will have some sort of IoT functionality built into them. 26 billion – more than thrice of world’s population! Just think about it. Even if half of these figures come to life, it’ll still be huge. Pretty much everything that we’ll be using will have internet connectivity and other smart tools built into it.
But smart doesn’t become smart by itself. It becomes smart when it learns using data smartly. Usage of IoT can provide your enterprise an endless stream of data. But what will you do with it? Before you implement IoT in your products, you should have answer to this question.
Now, a number of things can be done with it. But arguably the smartest thing that you can do is ‘using it to predict the future’. Yes, IoT can help your company in predicting IOT future, and that too in a much more accurate manner than you ever could. All you need to do is combining it with Predictive Analytics.
IoT and Predictive Analytics: Possibilities and Challenges
The marriage of IoT and predictive analytics seems like a match made in heaven. If data collected through IoT based devices is combined with right type of predictive analytics systems, we can tap into a whole new world of possibilities. A world where pretty much everything can be predicted before taking place.
But of course, doing that is easier said than done. The biggest challenge that companies face while making such systems is combining data that comes from different sources in different forms. While simple systems are possible where a single type or source of data can do the trick, the most effective and magical systems can only be engineered by combining data of different types and sources. For example:
- IoT data with other real-time data: NCR Corporation, a leading manufacturer of ATMs, has done projects where it combined performance data about its ATMs with real-time weather data to determine if humidity, heat or any other environmental factors were hampering the performance of its machines.
- IoT data with historical data: A TV company uses streaming data collected from set-top boxes to determine who’s watching what. That data is then combined with historical data to build predictive models that can tell in advance about channels that any particular user will switch to during the breaks. This helps the company in determining channels most of its viewers can switch to during any break, so it can automatically scale its content delivery network to handle the sudden shift of load on to any particular channel.
These are just a couple of examples. Possibilities, as you may expect by now, are endless. The only barrier is that task of integrating data that comes from different sources sound a bit difficult as of now. It requires serious investment of time and money into developing systems that can combine data and make sense out of it. Things are indeed improving and advancing pretty quickly as better IoT companies are emerging in the market and actively researching in the field to address the upcoming needs.
AuroSys Solutions is a provider of end-to-end product engineering and continuously working towards innovation in the field of IoT. AuroSys helps enterprises reduce costs and maximize revenues with help of embedded engineering, connectivity solutions, data analytics, mobility and cloud solutions.
I really wish there were more articles like this on the web.
The data talked about inside the report are a number of the most effective out there.
“Really enjoyed this post.Thanks Again. Really Great.”
You should take part in a contest for one of the best blogs on the web. I will recommend this site!
Hello there, You have done an excellent job. I’ll certainly digg it and personally suggest to my friends. I am sure they will be benefited from this web site.
What¦s Happening i’m new to this, I stumbled upon this I have found It absolutely helpful and it has helped me out loads. I’m hoping to give a contribution & help other customers like its helped me. Great job.
My partner and I stumbled over here from a different website and thought I might as well check things out. I like what I see so now i’m following you. Look forward to looking over your web page yet again.
Major thankies for the post.Really thank you! Really Great.
I do consider all the concepts you may have announced with your write-up. These are truly convincing and might unquestionably function. Still, the particular content have become short to begin with, Might just you want prolong them a little bit coming from next occasion? Was looking for your next article.
just beneath, are quite a few entirely not associated web sites to ours, having said that, they’re certainly worth going over
we came across a cool internet site that you just could appreciate. Take a look for those who want
Here are a number of the sites we recommend for our visitors
although sites we backlink to beneath are considerably not connected to ours, we feel they are actually worth a go by, so possess a look
although web-sites we backlink to beneath are considerably not associated to ours, we feel they may be truly really worth a go as a result of, so have a look
below you will come across the link to some web-sites that we think you must visit
although sites we backlink to below are considerably not related to ours, we feel they are actually worth a go through, so have a look
Here are some of the web sites we advise for our visitors
here are some hyperlinks to web-sites that we link to since we believe they may be worth visiting
the time to read or go to the subject material or web pages we have linked to below the
we came across a cool web-site that you just could possibly get pleasure from. Take a search in case you want
Wonderful story, reckoned we could combine several unrelated data, nonetheless genuinely worth taking a appear, whoa did one particular find out about Mid East has got far more problerms too
that is the finish of this post. Here you will uncover some web pages that we think youll enjoy, just click the links over
that could be the finish of this post. Right here youll find some sites that we assume youll appreciate, just click the hyperlinks over
please visit the websites we stick to, including this one particular, because it represents our picks through the web
one of our guests not too long ago proposed the following website
Here are several of the web pages we advocate for our visitors
please pay a visit to the sites we comply with, which includes this 1, as it represents our picks from the web
we prefer to honor many other web web sites around the web, even if they arent linked to us, by linking to them. Under are some webpages really worth checking out
Always a massive fan of linking to bloggers that I love but really don’t get a great deal of link love from.
just beneath, are numerous completely not associated sites to ours, even so, they may be surely worth going over
Here is a superb Blog You may Obtain Fascinating that we Encourage You
Here is a great Weblog You might Discover Fascinating that we Encourage You
Sites of interest we’ve a link to
The information mentioned in the article are several of the top available
please go to the sites we stick to, such as this 1, as it represents our picks through the web
whoah this blog is excellent i love reading your posts. Keep up the great work! You know, a lot of people are searching around for this info, you could aid them greatly.
although web sites we backlink to beneath are considerably not connected to ours, we feel they may be truly really worth a go via, so have a look
check beneath, are some totally unrelated internet websites to ours, having said that, they’re most trustworthy sources that we use
that is the finish of this post. Here youll obtain some web pages that we feel you will appreciate, just click the hyperlinks over
Below youll locate the link to some websites that we assume it is best to visit.
The time to read or check out the subject material or sites we’ve linked to below.
Below youll find the link to some web sites that we believe you’ll want to visit.
we like to honor many other web web-sites around the net, even if they arent linked to us, by linking to them. Under are some webpages really worth checking out
the time to study or stop by the material or internet sites we have linked to below the
Here are a few of the websites we suggest for our visitors
Wonderful story, reckoned we could combine some unrelated information, nevertheless truly worth taking a look, whoa did one understand about Mid East has got extra problerms as well
we came across a cool site that you just could possibly love. Take a look if you want
Every the moment inside a whilst we opt for blogs that we read. Listed below are the newest web sites that we select
Here are a number of the internet sites we advocate for our visitors
the time to study or visit the subject material or sites we’ve linked to beneath the
Here are a number of the web pages we advocate for our visitors
although websites we backlink to beneath are considerably not associated to ours, we feel they are truly really worth a go as a result of, so have a look
we prefer to honor lots of other net internet sites on the net, even though they arent linked to us, by linking to them. Under are some webpages really worth checking out
one of our visitors lately encouraged the following website
Although websites we backlink to beneath are considerably not connected to ours, we feel they are in fact really worth a go by way of, so have a look.
Wonderful story, reckoned we could combine a couple of unrelated information, nonetheless actually really worth taking a search, whoa did 1 study about Mid East has got more problerms as well
usually posts some pretty interesting stuff like this. If you are new to this site
that may be the end of this write-up. Here youll locate some websites that we assume youll value, just click the hyperlinks over
Wonderful story, reckoned we could combine a number of unrelated information, nonetheless really worth taking a appear, whoa did a single learn about Mid East has got more problerms too
always a huge fan of linking to bloggers that I really like but dont get a good deal of link enjoy from
Sites of interest we’ve a link to
please go to the web sites we comply with, such as this one particular, because it represents our picks through the web
although internet sites we backlink to below are considerably not associated to ours, we feel they are essentially worth a go by way of, so have a look
we like to honor several other net websites on the net, even if they arent linked to us, by linking to them. Below are some webpages really worth checking out
below you will come across the link to some sites that we assume you ought to visit
Here are several of the web-sites we suggest for our visitors
Wonderful story, reckoned we could combine some unrelated data, nevertheless truly worth taking a appear, whoa did 1 learn about Mid East has got extra problerms too
here are some links to sites that we link to due to the fact we consider they’re worth visiting
below you will obtain the link to some internet sites that we believe you need to visit
here are some links to web sites that we link to because we believe they are really worth visiting
here are some hyperlinks to web-sites that we link to simply because we feel they may be worth visiting
here are some links to web-sites that we link to for the reason that we feel they may be worth visiting
cYeYsB Inspiring story there. What occurred after? Take care!
Every after in a even though we select blogs that we read. Listed below are the newest sites that we opt for.
please stop by the web-sites we comply with, such as this a single, as it represents our picks through the web
Very handful of internet websites that occur to be in depth below, from our point of view are undoubtedly very well worth checking out.
Wonderful story, reckoned we could combine a handful of unrelated data, nevertheless really worth taking a search, whoa did 1 understand about Mid East has got more problerms as well
The data talked about in the article are a number of the ideal obtainable
Here are some of the sites we recommend for our visitors
Every as soon as in a when we select blogs that we read. Listed below would be the most recent websites that we opt for
Every once inside a though we decide on blogs that we read. Listed beneath are the most up-to-date sites that we pick
below youll discover the link to some sites that we believe you need to visit
The information mentioned within the post are some of the most effective accessible
we came across a cool web-site that you may enjoy. Take a appear when you want
although sites we backlink to beneath are considerably not connected to ours, we feel they may be essentially really worth a go through, so possess a look
here are some links to websites that we link to mainly because we assume they’re really worth visiting
Here are a number of the web-sites we recommend for our visitors
Here is a superb Blog You may Obtain Fascinating that we Encourage You
we came across a cool web-site that you might take pleasure in. Take a search for those who want
below you will come across the link to some websites that we assume you’ll want to visit
Etjp8H Your style is really unique in comparison to other people I ave read stuff from. Thank you for posting when you have the opportunity, Guess I will just book mark this web site.
85yAVw You certainly know how to bring a problem to light and make it important.
What would be your subsequent topic subsequent week in your weblog.*:* a-
It as wonderful that you are getting ideas from this article as well as from our discussion made here.
Really enjoyed this blog.Really looking forward to read more. Want more.
I was suggested this blog by my cousin. I am not sure whether this post
Utterly written subject material, appreciate it for selective information.
It as hard to find knowledgeable individuals inside this topic, however you be understood as guess what occurs you are discussing! Thanks
This unique blog is without a doubt interesting and besides informative. I have picked a lot of interesting tips out of it. I ad love to return every once in a while. Cheers!
marc jacobs outlet store ??????30????????????????5??????????????? | ????????
We like to honor many other world-wide-web sites on the internet, even when they arent linked to us, by linking to them. Underneath are some webpages really worth checking out.
Loving the weblog.. thanks! So pleased to possess located this submit.. Truly appreciate the posting you made available.. Take pleasure in the admission you delivered..
magnificent issues altogether, you simply won a emblem new reader. What may you recommend in regards to your post that you just made a few days in the past? Any sure?
I was suggested this website by my cousin. I am not sure whether this post is written by him as no one else know such detailed about my trouble. You are wonderful! Thanks!
This blog is without a doubt interesting as well as diverting. I have found a lot of helpful things out of this source. I ad love to come back again soon. Thanks!
Way cool! Some very valid points! I appreciate you writing this write-up and the rest of the site is also really good.
It as not that I want to copy your web-site, but I really like the layout. Could you let me know which design are you using? Or was it custom made?
This blog is without a doubt awesome and besides factual. I have picked helluva helpful advices out of this blog. I ad love to come back again soon. Cheers!
I value the article.Much thanks again. Keep writing.
Some genuinely fantastic articles on this website , regards for contribution.
This awesome blog is definitely cool and diverting. I have chosen helluva interesting things out of this blog. I ad love to come back again soon. Thanks!
I value the blog article.Really looking forward to read more. Fantastic.
The data mentioned in the article are a number of the best offered
Very good article. I am facing a few of these issues as well..
I value the blog article.Really looking forward to read more. Really Great.
There is noticeably a bundle to know about this. I feel you made some good points in features also.
Merely a smiling visitant here to share the love (:, btw great design and style.
This text is priceless. When can I find out more?
This can be a list of phrases, not an essay. you are incompetent
Well, with only three games left in the tank and that this could turn out to
Wow, great article post.Really looking forward to read more. Awesome.
Wow! Thank you! I permanently wanted to write on my site something like that. Can I include a portion of your post to my blog?
Pretty nice post. I just stumbled upon your weblog and wished to say that I have truly enjoyed browsing your blog posts. In any case I all be subscribing to your feed and I hope you write again soon!
always a significant fan of linking to bloggers that I adore but do not get quite a bit of link really like from