A distributed system consists of a number of computational nodes connected by a communication network. The nodes of a distributed system cooperate and communicate to achieve a common goal. We first describe the type of distributed systems, the communication and synchronization methods used in these systems. We then investigate few fundamental distributed algorithms including spanning tree construction, broadcast and convergecast operations over a spanning tree, and leader election.