Software-Defined Networking (SDN) breaks the barrier of traditional networks and upgrades the current network infrastructures. SDN eliminates the vertical bonding between the control plane from the data plane which forwards the data traffic. Moreover, SDN translates the traditional IP networks into programmable IP networks. However, one of the key research challenges in SDN is link failure that may lead to the disruption of network service and its performance. Link failure issues in SDN further lead toward data packet loss, recovery time delay, message overhead, backup resource consumption, and network congestion problems. This paper investigates single and multiple link failure recovery scenarios in SDN and reflects the SDN performance in reacting with such conditions. To monitor and control the behavior of the network traffic, Dijkstra based rerouting algorithm of the Floodlight controller will be used during the occurrence of single and multiple link failures. The Mininet tool along with the Java-based SDN Floodlight controller to analyze the single and multiple link failure scenarios for OpenFlow-based custom network topology. This work also measures and analyzes the performance of SDN without link failure scenarios in single, linear, and tree topologies. The performance of SDN for basic network topologies and OpenFlow based custom network topology is measured in terms of the average round-trip and the average throughput. © 2021 IEEE.