Middleware facilitates interactions between applications across different computing platforms by providing programming abstractions. Common types of middleware include RPC-based systems, transaction processing (TP) monitors, object brokers, and message-oriented middleware. RPC extends procedure calls to work remotely, while TP monitors add transaction management to distributed RPC calls. Object brokers like CORBA standardize object distribution, and message queues in message-oriented middleware enable asynchronous communication.