International Journal of Science, Engineering and TechnologyAuthors: Dr. Krishn Kumar,, bShristi Srivastava, Kriti Ramani, Tripti Srivastava
Abstract: – This paper presents a comprehensive study of optimization techniques applied to a Safe Learning Platform developed in Java. The platform's performance and scalability are significantly enhanced through the implementation of Java concurrency mechanisms , multithreading asynchronous processin, Web-Sockets for real-time communication , efficient data structures and algorithms (DSA) , GPU acceleration , and caching strategies . The system architecture integrates modern technologies, including Spring Boot , WebRTC , Redis , OpenCV , MySQL, and Hibernate [, to support robust, real-time, and scalable learning experiences. Performance testing and benchmarking results validate the effectiveness of these optimizations, demonstrating measurable improvements in task execution speed and overall system efficiency .
DOI: http://doi.org/
