79 results for “topic:network-optimization”
Self-hosted performance optimization and security audit tool for UniFi Networks. Includes Wi-Fi Optimizer for wireless health scoring and channel optimization, advanced DNS/VLAN/firewall security checks, config optimization suggestions, centralized WAN and LAN speed test server w/ Layer 2 tracing, U5G-Max modem stats, and more.
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.
This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.
Neural Network Hyper-parameter Tuning with Genetic Algorithms 🤖 🧬
🌐 Persistent MTU management for Tailscale across reboots and interface resets on Windows and Linux.
A simple guide to optimize your ping in CS2 through Windows Registry tweaks and in-game settings adjustments by @OhLasFar on Twitter.
A network diagnostics and TCP optimization tool with MCP (Model Context Protocol) integration for AI-assisted configuration.
🔍To choose the best CloudFront IPs for achieving fast⚡ and low-latency connections
A tool box for deploy time structure optimization for some modern CNN structures
GPU implementation of Floyd-Warshall and R-Kleene algorithms to solve the All-Pairs-Shortest-Paths(APSP) problem on Graphs. Code includes random graph generators and benchmarking/plotting scripts.
Supply chain network optimization for oilseed processing (bio-diesel application)
Routing and wavelength optimization models for a Communication Network Design Lab, including splittable/unsplittable flow formulations and wavelength path assignment.
Amaze Network is a high-performance system utility written in C#, designed for deep optimization of the Windows network stack and CPU resource management in real-time. It is specifically engineered for gamers and power users looking to minimize latency (ping) and maximize system responsiveness.
Constrained optimization problems, including linear,network, dynamic,integer, and nonlinear programming, decision trees, queueing theory and Markov decision processes.
Network flow-based optimisation model for the analysis of the evacuation plan for the Campi Flegrei red zone in Python, Gurobi and OSMnx.
Master's Thesis: Dynamic Quality Estimation of Wireless Links with Autonomous Agents
Network optimization problem solved using Gurobi Python
Formulate the network optimization problem as a discrete model, identifying mathematically the variables and constraints associated with the network. Formulate (mathematically) and solve a non-linear optimization problem based on real (or realistic) world data.
A synthetic digital twin of a retail supply chain network, simulating the optimization model annual refresh process used by large retailers (Home Depot, Walmart, Lowe’s, Amazon) to guide long-range supply chain investments and explore cost, service and scenario tradeoffs. [Website is frontend only, DB is stored locally in SQLite]
Solving linear programming using python optimizer interface. This repo allows you to add multiple decision vars and constraints etc. in a very easy way.
适用于Windows 10（1903+）/Windows 11（21H2+）笔记本的网络优化脚本集合，通过TCP/IP协议调优、网卡电源管理适配、服务缓存清理及双网卡协同优化，解决网页卡顿、视频缓冲、现代待机断连等问题。提供基础版（Win10）、完善版（Win10）、适配版（Win11）三个版本，支持配置备份恢复、故障日志生成及分级排查，适配家用、办公、云游戏等多场景。【非官方工具，操作前需备份系统】
A production-ready, end-to-end system for spare parts inventory management. This project combines advanced forecasting (TSB, Prophet, SARIMAX), mathematical optimization (CPLEX), and supply chain simulation (anyLogistix) to achieve 98.9% forecast accuracy and a 39% ROI improvement.
Routing and wavelength optimization models for Communication Network Design Lab. Includes Splittable/Unsplittable flow formulations and Wavelength Path assignment.
Network-flows: a c++ command line tool for network optimization problems
一键检测、修复、优化常见开发网络与环境问题的工具，支持 Linux/macOS/WSL
Flow Formulation (FF) • Route Formulation (RF) without wavelength continuity • Route Formulation (RF) • RF with Wavelength Continuity vs. RF without Wavelength Continuity
This repository explains Network Optimization in Supply chain management, visually represented using AI-generated illustrations powered by automated reasoning, structured decomposition, and text2image prompt engineering
In this project, I built several optimization models to determine production level, manage shipment, and maximize thesis points. I also built queueing models to analyze queueing systems in a hospital and made recommendations to meet the criteria, and simulation models to analyze system performance under uncertainty.
This repository represents Multi-Factory Network Scheduling MILP optimizer using Python language
🚀 Transform your internet speed without changing ISP. BBR-like TCP optimizations + intelligent network failover + DNS protection for Windows/Linux