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Research Paper | Mechatronic Engineering | India | Volume 11 Issue 1, January 2022
Challenges and Opportunities in Mobile Cloud Computing for Big Data Analytics
Abstract: Large-scale distributed systems, such as cloud and mobile cloud deployments, offer valuable services that enhance people's quality of life and increase organizational efficiency. Cloud computing addresses the challenges of peer-to-peer (P2P) computing and introduces P2P cloud systems as an extension of federated cloud. These decentralized systems, composed of independent nodes and resources without central control, can efficiently provision resources at a low cost. As a result, there is a wide range of mobile applications and services designed to effortlessly scale to billions of mobile devices. Data-driven applications are particularly prominent in this context. In this research paper, we begin by examining current layered cloud architectures and offering a solution for managing large amounts of data. Next, we investigate the potential of using a P2P Cloud System (P2PCS) for data processing and analysis on a large scale. We then suggest an effective hybrid mobile cloud computing model based on the concept of cloudlets. Finally, we strengthen our recommendations by introducing and evaluating security and privacy measures to protect against potential attacks.
Keywords: Cloud Computing, Mobile Cloud Computing, Big Data, P2P Cloud System, Data Analytics, Security, Cloudlet
Edition: Volume 11 Issue 1, January 2022,
Pages: 1611 - 1615