Published on: July 2026
ADAPTIVE LOAD BALANCING IN COMPUTER NETWORKS USING AI
Mohit Kumar Saini Dhanna Ram Pooja Verma
Government Polytechnic College,
Churu, Rajasthan, India
Article Status
Available Documents
Abstract
This work proposes an Adaptive Load Balancing approach using Artificial Intelligence (AI) to dynamically distribute network traffic across multiple servers or network nodes. By continuously learning from network conditions such as traffic load, response time, and bandwidth usage, the AI-based system makes intelligent routing decisions in real time. The proposed system is implemented using Python, simulating network environments and applying machine learning algorithms to achieve efficient, scalable, and self-adaptive load balancing in computer networks.
Keywords— Adaptive Load Balancing, Artificial Intelligence in Networking, AI-Based Load Balancing,Computer Network Optimization
How to Cite this Paper
Saini, M. K., Ram, D. & Verma, P. (2026). Adaptive Load Balancing in Computer Networks Using AI. International Journal of Creative and Open Research in Engineering and Management, <i>02</i>(7). https://doi.org/10.55041/ijcope.v2i7.025
Saini, Mohit, et al.. "Adaptive Load Balancing in Computer Networks Using AI." International Journal of Creative and Open Research in Engineering and Management, vol. 02, no. 7, 2026, pp. . doi:https://doi.org/10.55041/ijcope.v2i7.025.
Saini, Mohit,Dhanna Ram, and Pooja Verma. "Adaptive Load Balancing in Computer Networks Using AI." International Journal of Creative and Open Research in Engineering and Management 02, no. 7 (2026). https://doi.org/https://doi.org/10.55041/ijcope.v2i7.025.
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References
- Cristina L. Abad “Load Balancing through Automated Replication in Unstructured P2P File Sharing Systems” SBRC 2007.
- Aashish kumara and Darpan Anand “Load balancing for Software Defined Network using Machine learning” Turkish Journal of Computer and Mathematics Education 2021.
- Zhihong Qian, M. A. Jabbar , Xiaolong Li “Lecture Notes in Electrical Engineering” Proceeding of 2021 International Conference on Wireless Communications, Networking and Applications.
- Omid Homaee, Arsalan Najafi, Mohammad Dehghanian “A practical approach for distribution network load balancing by optimal re‐phasing of single phase customers using discrete genetic algorithm” Int Trans Electr Energ Syst. 2019.
- Zhiyuan Yao, Zihan Ding “Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game” Conference on Neural Information Processing Systems (NeurIPS 2022).
- Lingfang Huang, Yi Shu “A Network Load Balancing Algorithm Design Based on Big Data” Association for Computing Machinery 2021.
- Zhi-hong Wang and A-liang Dong “Research on Load Balancing and Caching Strategy for Central Network” Journal of Electrical and Computer Engineering 2022.
- Cristina L. Abad “Load Balancing through Automated Replication in Unstructured P2P File Sharing Systems” SBRC 2007.
- Aashish kumara and Darpan Anand “Load balancing for Software Defined Network using Machine learning” Turkish Journal of Computer and Mathematics Education 2021.
- Zhihong Qian, M. A. Jabbar , Xiaolong Li “Lecture Notes in Electrical Engineering” Proceeding of 2021 International Conference on Wireless Communications, Networking and Applications.
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- •Published on: Jul 06 2026
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