Big Data and Internet of Things: The New Architecture Era for The Tech World
When we talk about technology Big Data and the Internet of things are considered to be the two major concepts that have been the talk of the town in the tech world. Worldwide and across the nations, we see Big Data and IoT beginning to blossom. While speaking about these two concepts there has been a doubt in the minds of the people as to whether these two concepts are the same or do they differ from each other? The answer to this is that though these two concepts share a close relationship they are not the same thing. So, what is Big Data and the Internet of Things (IoT)?
What is Big Data?
Big Data is the accumulation of data on a very large scale. It is all about data that is transmitted using devices. The task is executed when the centralized system assesses this data. It has been an existing player in the tech world much before IoT came into existence to perform analytics information.
Big Data: a worth value in today’s era, is a 4V model that refers to Variety, Volume, Veracity, and Velocity. ‘Volume’ and ‘Variety’ deal with a huge heap of data that could be both structured as well as unstructured. ‘Veracity’ brings up uncertainties and ‘Velocity’ points out the speed of data processing.
What is the Internet of Things (IoT)?
Internet of Things (IoT) is all about connectivity, intelligent command, devices, and control in an automated manner. Both big and small data are used by IoT but eventually, its main idea is to reach an endpoint. In simple terms, it can be said that IoT is all about devices and connectivity.
IoT aims at turning a wide range of ‘things’ into ‘smart objects'. They could range from watches to refrigerators to automobiles and train tracks. Products that were once thought could not be connected to the internet are now operated via sensors and computer chips for gathering data.
Welcome to the world of IoT which is eventually a source to collect and send data. The information from IoT devices is stored in big data and is then measured in a logical manner. IOT will soon touch upon various aspects of our lives be it transportation, manufacturing, smart homes, and of course not to forget consumer goods such as wearables, smartphones, and more.
The Internet of Things (IoT) is on its way to becoming the next technological revolution. According to Gartner, revenue generated from IoT products and services will exceed $300 billion in 2020, and that probably is just the tip of the iceberg.
Association between Big Data and IoT:
Both of these domains cover a tremendous amount of territory in the world of technology. However, one cannot ignore the fact that the two Big Data and IoT have an in-depth and collegial relationship. The heap of data produced by IoT would be futile without the analytical power of big data solutions. Contrarily without the help of IoT Big Data would not have been worthless as raw material would not have been there to create logical data based on which one could study and find out viable solutions that are expected of it.
We can say that Big Data and IoT ‘intersect’ at one point somewhere in the middle.
Wayne Adams, the senior technologist in the Corporate CTO Office of EMC Corporation states that “The intersection is where there is a need to process, transform, and analyze large sets of data on a high frequency” Big Data has been used by giant companies such as King of Maids to Microsoft for marketing purposes and that is the elegance of Big Data. Just as creating devices changes the way people live similarly all types of big data are pertinent to marketing.
Bringing the Two Practices Together:
This next big disruptive technology would entail requirements of new infrastructures that include both hardware and software applications as well as operating systems. The enterprises will have to deal with the entry of data that surges in as well as analyze it in real-time as it multiplies every minute. It’s over here where Big Data’s roll sets in. Big data analytics tools are competent enough of handling stacks of data that are transmitted from IoT devices that generate a persistent flow of information.
Based on the information delivered by IoT; big data can extract the information to generate the insights required of it.
Since the data is brought on a different echelon by the IoT, the analytics solution should cater to its needs of continuous intake and processing followed by a precise and speedy extraction.
Are Big Data and IoT Two Sides of the Same Coin?
Regardless of the connection, they have between them, they are both used for different purposes. Big Data is possibly the most malleable as it can be used for a whole lot of things ranging from marketing to the Internet of Things.
On the other hand, the Internet of Things has been outlined specifically for bringing Internet-enabled devices into the home. It is all about making homes able to forever connect to the Internet. In the coming years, these sectors are going to have advanced developments. In the tech world, they are going to be potential prospects.
Difference between Big Data and the Internet of Things (IoT):
|Big Data||Internet of Things (IoT)|
|What it revolves around||It revolves around data that is received and shared. It facilitates organizations to use more data.||It revolves around devices and connectivity. It is all about accumulating data, scrutinizing it in actual time, and making sure to incorporate a new insight into the business.|
|Source of the data||It involves examining the heaps of ‘human-generated data’. Sources of big data are photos that we upload, social media activity, emails, and more.||It involves collecting and compressing heaps of ‘machine-generated data’ coming from a wide range of sensors such as Virtual Reality Devices, Smart Air Purifiers, Fitness Trackers, and more.|
|Time constraints||Here the data can remain for a longer duration before it is used for any kind of analysis. In other words, it supports longer-duration use cases like revenue protection, capacity planning, predictive maintenance, and more.||Here time is of complete essence. In other words, it supports real-time use cases like fraud detection, security breach detection, operational optimization, and more.|
|The Big Picture||You can examine all the data you have and start to reveal the root causes and work on the failed areas.||It can stalk and monitor assets such as the engine, truck, pumps, and more. You can correct the problem as and when you detect them.|
The Internet of Things and Big Data share a ‘close intertwine future’. The two fields will generate new prospects and solutions that will have an extensive and enduring impact.
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