Computer Network Design and Network Security System Development Computers in the Age of Big Data
DOI:
https://doi.org/10.59890/ijels.v2i11.2708Keywords:
Network, Big Data, System, Network Security, ComputerAbstract
The proliferation of big data has raised new challenges in terms of network security. This research proposes a network architecture inspired by the concept of software-defined networking (SDN) to provide high flexibility and scalability in the face of exponential data growth. In addition, an artificial intelligence-based security system is developed to detect increasingly sophisticated threats. The test results show that the designed network architecture is able to improve system performance and reliability, while the security system succeeds in reducing the false detection rate and increasing the intrusion detection rate. This research is expected to serve as a foundation for the development of a more secure and efficient network infrastructure in the big data era.
References
Adam, Khalid, Mohammed Adam, Ibrahim Fakharaldien, and Jasni Mohamed Zain. 2017. "BigData: Issues, Challenges, Technologies and Methods BigData: Issues, Challenges, Technologies and Methods," no. March.
B. Duncan, M. Whittington and V. Chang. 2018. "Enterprise Security and Privacy: Why Adding IoT and Big Data Makes It So Much More Difficult." International Conference Engineering Technollogy, ICET 2017, 1-7.
Gandomi, Amir, and Murtaza Haider. 2015. "Beyond the Hype: Big Data Concepts, Methods, and Analytics." International Journal of Information Management 35 (2): 137–44. https://doi.org/10.1016/j.ijinfomgt.2014.10.007.
You, Israel, Mario Tulenan Parinsi, Meikel Wolter Kuhu, and Arther Valentino Mananggel.
"Computer Network Design in Vocational School Using Network Simulator." International Journal of Information Technology and Education 2 (1): 22–31. https://doi.org/10.62711/ijite.v2i1.86.
Lee, In. 2017. "Big Data: Dimensions, Evolution, Impacts, and Challenges." Business Horizons
(3): 293–303. https://doi.org/10.1016/j.bushor.2017.01.004.
Loukaka, Alain, and Shawon S.M. Rahman. 2017. "Discovering New Cyber Protection Approaches from a Security Professional Prospective." International Journal of Computer Networks and Communications 9 (4): 13–25. https://doi.org/10.5121/ijcnc.2017.9402.
Mennecke, Brian, Heng Xu, Chuan Hoo Tan, H. Jeff Smith, Malcolm Crompton, Marie Shroff, and Joey F. George. 2014. "Privacy in the Age of Big Data: The Challenges and Opportunities for Privacy Research." 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014, 1-5.
Moorthy, Janakiraman, Rangin Lahiri, Neelanjan Biswas, Dipyaman Sanyal, Jayanthi Ranjan, Krishnadas Nanath, and Pulak Ghosh. 2015. "Big Data: Prospects and Challenges." Vikalpa 40 (1): 74–96. https://doi.org/10.1177/0256090915575450.
Okafor, Chika Lilian, Uchenna Paulinus Onwuka, and O R Okonkwor. 2021. "Security Issues and Its Management in Network." Idosr Journal of Experimental Sciences 6 (1): 111-17. www.idosr.orgOkaforetal.
Pelealu, Ray R A, Djafar Wonggo, and Olivia Kembuan. 2020. "Design and Implementation of Smk Negeri 1 Tahuna Computer Network." Jointer 1 (1): 6. http://jointer.id/index.php/jointer/article/view/4.
Saraladevi, B., N. Pazhaniraja, P. Victer Paul, M. S. Saleem Basha, and P. Dhavachelvan. 2015. "Big Data and Hadoop-A Study in Security Perspective." Procedia Computer Science 50: 596-601. https://doi.org/10.1016/j.procs.2015.04.091.
Tomi Tristono, Santi Dwi Nurhumam. 2013. "Computer Network and Internet Design in School." Agri-Tek 14 (1): 42-49.
Vavilapalli, VK, and C Douglas Murthy, AC. 2013. "Apache Hadoop Yarn: Yet Another Resource Negotiator Big Data Resources Scheduling." The 4th Annual Symposium on Cloud Computing, 1-16. https://dl.acm.org/citation.cfm?id=2523633.
Zaharia, Matei, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, et al. 2016. "Apache Spark: A Unified Engine for Big Data Processing." Communications of the ACM 59 (11): 56–65. https://doi.org/10.1145/2934664.
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