An application server provides business logic for application programs and supports the construction of dynamic web pages. It allows applications to run on multiple parallel servers for improved scalability and performance. Key features include clustering for load distribution, failover for automatic switching to redundant servers, and load balancing to optimize resource utilization. Application servers provide advantages like centralized configuration, data integrity, and security. Common application servers include Java Enterprise Edition servers and the Zend platform for PHP applications.