Clustered systems combine hardware and software clusters to enhance performance and reliability, allowing multiple nodes to collaborate and share resources. There are two main types of clustered systems: asymmetric, where one node is a hot standby, and symmetric, where all nodes share the operational load. These systems offer benefits such as high performance, fault tolerance, and scalability, making them suitable for various applications like scientific calculations and web support.