A method and system for analyzing impact of an event on resources of a network. A directed graph is generated and includes nodes and edges. Each node represents a resource. Each edge connects, and is directed from, a predecessor node to a successor node. The event impacts the resource at an event node. A propagation time (PT) is determined for each edge. The PT is a time interval for an impact of the event to travel along each edge from the predecessor node to the successor node. An initial estimated impact time (EIT) is set for each node. The EIT for each node is an estimated time at which the event impacts each node. The EIT of each node that is directly or indirectly connected to the event node by one or more edges is updated. A list of the updated nodes is sent to an output device.