HybridQoS is an intelligent task scheduling and management platform designed to optimize resource allocation in cloud environments. Built using Java Spring Boot for the backend, React.js for the frontend, and MySQL for database management, the platform aims to enhance the efficiency of task execution by leveraging both human expertise and AI-driven scheduling algorithms. The system supports multiple user roles, including Admin, User, and Scheduler. Admins can manage user accounts and monitor system performance, while users can submit tasks and receive real-time updates on their status. The Scheduler utilizes advanced algorithms to allocate resources dynamically, ensuring optimal performance and reduced latency. Secure authentication mechanisms safeguard user data and ensure that only authorized personnel can access sensitive functionalities. The goal is to provide a robust, scalable, and efficient solution for task management in cloud computing environments.

Keywords: Task Scheduling, Resource Allocation, Cloud Computing, Spring Boot, React.js, Secure Authentication, AI Algorithms