SCALABILITY ISSUES IN DISTRIBUTED DATA PROCESSING FOR FOGGY IT INFRASTRUCTURES
DOI:
https://doi.org/10.34185/1991-7848.itmm.2024.01.076Keywords:
distributed data processing, fog computing, scalability issues, network congestion, resource management, heterogeneous devices, network instability, data collection challenges, innovative solutions, technology advancements, collaborative research, IT infrastructure optimization.Abstract
This paper addresses scalability issues in distributed data processing for fog IT infrastructures. The analysis identified large data volumes, network congestion, device heterogeneity, and network instability as key issues. Possible next steps are considered, such as implementing effective strategies and using the latest technologies to address these issues. Proposals are made to improve fog IT infrastructures through the introduction of innovative solutions and research in this area. The abstract emphasizes the need for an integrated approach and cooperation between scientists and practitioners to overcome scalability issues in fog IT infrastructures. In addition, attention is drawn to the importance of data security in the context of fog IT infrastructures and the need to develop appropriate measures to ensure it.
References
R. Mayer, L. Graser, H. Gupta, E. Saurez and U. Ramachandran, "EmuFog: Extensible and scalable emulation of large-scale fog computing infrastructures," 2017 IEEE Fog World Congress (FWC), Santa Clara, CA, USA, 2017, pp. 1-6
Charles C. Byers and Patrick Wetterwald. 2015. Fog Computing Distributing Data and Intelligence for Resiliency and Scale Necessary for IoT: The Internet of Things
(Ubiquity symposium). Ubiquity 2015, 12 pages.
F. Bonomi, R. Milito, J. Zhu, S. Addepalli. 2012. Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing (MCC '12). Association for Computing Machinery, New York, USA, 13–16.
R. Mayer, H. Gupta, E. Saurez and U. Ramachandran, "FogStore: Toward a distributed data store for Fog computing," 2017 IEEE Fog World Congress (FWC), Santa Clara, CA,
USA, 2017, pp. 1-6
Shanhe Yi, Cheng Li, and Qun Li. A Survey of Fog Computing: Concepts, Applications and Issues. In Proceedings of the 2015 Workshop on Mobile Big Data (Mobidata '15). Association for Computing Machinery, New York, USA, 2015, pp. 37–42.
S. Yi, Z. Hao, Z. Qin and Q. Li, "Fog Computing: Platform and Applications," 2015 Third IEEE Workshop on Hot Topics in Web Systems and Technologies (HotWeb), Washington, DC,
USA, 2015, pp. 73-78,
I. Stojmenovic and S. Wen, "The Fog computing paradigm: Scenarios and security issues," 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, 2014, pp. 1-8.
