Bandwidth optimization in multi-access point networks using adaptive load balancing based on user distribution

The research project "Bandwidth Optimization in Multi-Access Point Networks using Adaptive Load Balancing Based on User Distribution" establishes a dynamic bandwidth allocation system that depends on user numbers per access point (AP). The bandwidth distribution process will follow a ratio which splits 30% to AP1 and 70% to AP2 to achieve equitable resource distribution. The method works to solve wireless network bottlenecks along with fixing uneven bandwidth distribution. The project achieves its performance optimization through its implementation of weighted load balancing and dynamic bandwidth allocation methods. Network automation tasks run on Python but the web-based network data visualization relies on HTML. This system creates essential foundations that lead to improved bandwidth distribution stability in high-demand network environments through real-time monitoring and adaptive load balancing mechanisms.