International Journal for Research in Applied Science and Engineering TechnologyPosted by Ijraset on December 21st, 2020 International Journal for Research in Applied Science and Engineering Technology (IJRASET) is an international peer reviewed, online journal published for the enhancement of research in various disciplines of Applied Science & Engineering Technologies.
Role of IoT in Big Data Abstract: Although, Big Data and Internet of Things (IoT) are two very different technologies but on another hand Interdependency of these technologies is today's trend despite them being from distinct disciples having applications in different areas. The convergence of big data, IoT, and cloud will create a massive shift for interconnected opportunities and easy applications are some of the pros as it keeps the potential to revolutionize many aspects of our society. Some technical challenges, security issues, and infrastructure need to be worked on to realize its full potential. The presence of various sources like social media, smart watch, smart sensors, and other IoT devices has made organizations eager to use new data available and make their presence a success through the platforms mentioned. In order to explore the potential benefits, the vastly disparate systems need to be integrated. The data has to be collected, stored and processed and it has to be done safely, economically, and within real-time. In this paper we concentrate on trending technologies in Cloud Computing and IoT Application and we have also provided benefits, issues and threats that need to be migrated. Keywords: Big data, Internet of Things (IOT), Cloud Computing, HFS (Hadoop File System), Hadoop Yarn INTRODUCTION The number of devices and computers that are connected to the internet to relay information for analysis is rising exponentially with each passing day. Data analysis is conducted to recognise patterns that allow companies and organisations to anticipate future results and be ready for future challenges. The Internet of Things ( IoT) and Big Data are the most spoken-about innovations these days when it comes to data and its study. In this paper, we will address how our lifestyle has been revolutionised by IoT and Big Data, how IoT devices operate, how Big Data works, the relationship between IoT and Big Data, the purpose of Big Data, what most businesses do with Big Data, how it affects us and much more. Most of the devices we use today are online with its unique IDs. In order to communicate with each other, the physical device and the internet need to be connected to establish communication between them. It is revolutionary that entire organizations will upgrade their tools and technologies to accommodate the data generated by IoT products. This lot will have a great impact on Big Data. Available resources on the cloud can be beneficial for the IoT Devices. The vastness of big data spreads with an increase in IoT and these two being widely used, welcomes cloud technology for convenience and an organized database. All organizations are intended to analyze this data and make use of it to make decisions and use the gathered information to target better service delivery, improve operational efficiency, improve business processes, and eventually grow revenue. IoT helps to interconnect computing devices from systems and mobiles to smart devices and sensors. Like it? Share it! |