{"id":66969,"date":"2018-08-01T08:24:24","date_gmt":"2018-08-01T08:24:24","guid":{"rendered":"https:\/\/www.whizlabs.com\/blog\/?p=66969"},"modified":"2018-08-01T08:24:24","modified_gmt":"2018-08-01T08:24:24","slug":"iot-and-big-data","status":"publish","type":"post","link":"https:\/\/www.whizlabs.com\/blog\/iot-and-big-data\/","title":{"rendered":"Internet of Things and Big Data – Better Together"},"content":{"rendered":"

IoT and Big Data are buzzing the technology world for quite a time now, and these are no longer a “nice to have”<\/em>\u00a0technology but a necessity. There is a drive to adopt big data within organizations which has triggered the use of big data analysis tremendously in the past few years. Hence, businesses are also rapidly catching on to what they need for it.<\/span><\/p>\n

New in the world of Big Data? Here is everything you need to know to\u00a0learn Big Data<\/a>.<\/p><\/blockquote>\n

At the same time, the Internet of Things (IoT) has sparked the world by showing what a fully interconnected world can offer us. <\/span>Though IoT and Big data evolved independently, they have become interrelated over the period. <\/span><\/p>\n

Furthermore, the <\/span>relation between big data and IoT has shown a<\/span> convergence of the two technologies which is aligning the technologies in the best possible way. Hence, if IoT big data combination separately gives plenty of reasons for excitement, then combining the two technologies multiplies the anticipation.<\/span><\/p>\n

In this blog, we will discuss how IoT and big data go hand in hand and how organizations are obtaining benefits by using <\/span>the internet of things big data together.<\/span><\/p>\n

IoT and Big Data in a Nutshell<\/span><\/h2>\n

Before we go into detail on the topic, let’s have an overview of the two technologies.<\/span><\/p>\n

What is IoT?<\/span><\/h4>\n

Internet of Things (IoT) refers to a system of connected physical objects via the internet. The \u2018thing\u2019 in IoT can refer to a person or any device which is assigned through an IP address. A \u2018thing\u2019 collects and transfers data over the internet without any manual intervention with the help of embedded technology. It helps them to interact with the external environment or internal states to take the decisions.<\/span><\/p>\n

What is Big data<\/span>?<\/span><\/h4>\n

Big data means a large set (petabytes or gigabytes) of structured, unstructured or semi-structured data and analyzing those data to get the insights of the business trend.<\/span><\/p>\n

Big Data is a broad spectrum. Expand your knowledge of Big Data with these 101\u00a0Big Data Terms<\/a>.<\/p><\/blockquote>\n

The Relation between Big Data and IoT<\/span><\/h2>\n

As per the study, around 4.4 trillion GB of data will be generated by the year 2020 through the Internet of Things. This is no doubt difficult to comprehend easily. However, with the growing number of connected devices it is not surprising that by 2020, more than ten billions of sensors and devices will be connected to the internet. Furthermore, all of these devices will gather, analyze, share, and transmit data in real time. Hence, without the data, IoT devices would not hold the functionalities and capabilities which have made them achieve so much worldwide attention.<\/span><\/p>\n

Role of Big Data in IoT<\/span><\/h4>\n

When organizations are grabbing hold of the data for analysis purpose, IoT is acting as a major source for that data, and this is the point where the role of big data in IoT comes into the picture. <\/span>Big data analytics is emerging as a key to analyzing IoT generated data from \u201cconnected devices\u201d which helps to take the initiative to improve decision making.<\/span><\/p>\n

The role of big data in IoT is to process a large amount of data on a real-time basis and storing them using different storage technologies. <\/span><\/p>\n

IoT big data processing follows four sequential steps \u2013<\/span><\/em><\/p>\n

    \n
  1. A large amount of unstructured data is generated by IoT devices which are collected in the big data system. This IoT generated big data largely depends on their 3V factors that are volume, velocity, and variety.<\/span><\/li>\n
  2. In the big data system which is basically a shared distributed database, the huge amount of data is stored in big data files.<\/span><\/li>\n
  3. Analyzing the stored IoT big data using analytic tools like Hadoop MapReduce or Spark <\/span><\/li>\n
  4. Generating the reports of analyzed data.<\/span><\/li>\n<\/ol>\n
    \"IOT
    IOT Big Data Processing<\/figcaption><\/figure>\n

    Since in IoT the unstructured data are collected via the internet, hence, big data for the internet of things need\u00a0lightning-fast analysis with large queries to gain rapid insights from data to make quick decisions. Hence the need for big data in IoT is compelling. <\/span><\/p>\n

    Hence, from the big data perspective, it is the fuel that drives Internet of Things run<\/span><\/p>\n

    How do IoT and Big Data Impact Each Other?<\/span><\/h4>\n

    It\u2019s not just that there is the only interdependent relation between big data and IoT. As they help each other, in addition to that they hugely impact each other. Fact is the more the IoT grows it will place more demand on businesses regarding big data capabilities. For example, as the IoT generated data is increasing at a huge rate, conventional data storage<\/span>\u00a0technology is already being pushed to its limits. As a result, it demands more advanced and innovative storage solutions to handle these growing workloads resulting in updating the infrastructure of an organization\u2019s big data storage.<\/span><\/p>\n

    Similarly, the IoT big data combined applications accelerate the scope of research in both the fields. So, IoT and big data both the technologies carry inter-dependency and need further development.<\/span><\/p>\n

    How are IoT and Big Data Together Beneficial for Companies?<\/span><\/h4>\n

    IoT big data analytics can be useful for a variety of IoT data to \u2013<\/span><\/p>\n