Description: Java Edge Frameworks are tools designed to facilitate the development of applications that operate in the edge computing environment. This concept refers to the practice of processing data close to the source of generation, rather than sending it to a centralized server. These frameworks enable developers to create applications that can perform processing, analysis, and decision-making tasks on local devices, such as Internet of Things (IoT) devices, gateways, and other peripheral devices. By using Java, a language known for its portability and robustness, these frameworks offer a range of features including resource management, connectivity with various devices, and the ability to operate in environments with intermittent connectivity. Additionally, they provide libraries and tools that simplify the implementation of machine learning algorithms and real-time data analysis, which are crucial for applications requiring quick and efficient responses. In a world where latency and bandwidth are constant concerns, Java Edge Frameworks have become essential for developing innovative solutions that optimize the performance and efficiency of distributed applications.