Description: Agent-based architecture is a system design approach that utilizes autonomous entities, known as agents, to perform specific tasks. These agents can operate independently or in collaboration with other agents, allowing them to adapt to different environments and situations. Each agent is designed to carry out particular functions, such as data collection, decision-making, or action execution, which provides them with a high degree of flexibility and scalability. This architecture is especially useful in complex systems where dynamic and real-time interaction among multiple components is required. Agents can communicate with each other and with the environment, enabling them to learn and improve their performance over time. In the context of various technologies, agent-based architecture can facilitate resource management and optimization, allowing for more efficient administration of applications and services deployed in cloud or virtualized environments.