The Centralized Infrastructure-Aware Reliable Data Transaction Model in IoT-Enabled MANET and Cloud Using ALOA and RBM

Data Transaction Model in IoT-Enabled MANET and Cloud Using ALOA and RBM

Abstract

For a secure and reliable communication to be established in a dynamic environment with limited resources, cloud computing
along with Internet of Things (IoT)-enabled MANETs is used for successful data transmission. The centralized model for
data routing, cluster head selection and also to secure the proposed algorithm introduces in this thesis by using Ant Lion
Optimization Algorithm (ALOA) and Restricted Boltzmann Machine (RBM). MANET is the self-organizing wireless
networks that mandatory devices communication for IoT applications such as in smart cities. Now, specifically for the
distributed ledgers and the blockchain technology space, traditional models used to have no centralized governance and be
susceptible to inefficiencies and security issues. While advancements in machine learning and optimization methods may
have improved the speed of recent developments, dual system security is still needed to provide a more reliable foundation.
Propose a centralized, rather dynamic infrastructure-aware model for reliable data transfer in any MANET systems integrated
with IoT features.