Big data analytics for 6G-enabled massive internet of things

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Tarih

2024

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CRC Press

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Özet

The objectives tend to be strong efficiency, cheap energy, and widespread technical assistance for endpoints and to allow massive Internet of Things (IoT) gadgets to analyze input more efficiently. The routing approach and loss of energy approach, which depends on big data analytics gadgets, analyze the equipment’s accessibility achievement, communication route interruption, IoT power use, and massive amounts of connectivity to devices in the mobile limited bandwidth IoT (NBIoT). The opportunity achievement rate has an inverse relationship with the constraint parameter. Local information also speeds up data processing and transfer. Lack of regional information, time spent searching is increased, and the associated strength of power is likewise greater. With the sixgeneration (6G) gadgets, unique disruption boundaries result in the various effects of knowledge transfer in the evaluation of power usage. The power effectiveness increases as the disruption limit increases. The ability of the network to achieve its objectives of minimal energy use as well as high accessible accuracy is made possible by the 6G-based big data processing gadgets, which is crucial for the investigation of additional gadgets’ access to information processing. This chapter provides the concept of big data analytics and its various applications in the field of working with the mass IoT and its devices. Research and development in this area is still ongoing, and further work is needed to address these challenges and fully realize the potential benefits by introducing it to the real world where it can be accessible to everyone. © 2024 selection and editorial matter, Mariyam Ouaissa, Mariya Ouaissa, Inam Ullah Khan, Zakaria Boulouard and Junaid Rashid; individual chapters, the contributors.

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Low-Power Wide Area Network for Large Scale Internet of Things: Architectures, Communication Protocols and Recent Trends

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