The depth of behavioral analysis using a hypothetical case study on Software-Defined Networking (SDN) Parameters provides solution for better functioning and performance improvements [1]. In the present time in world of Information Technology Industry, the leading container technology is Docker [2]. Further, this case study helps to characterize their alterations or variations for container based SDN setup and non-container based SDN setup. In this paper, we have performed hypothetical case study focusing on Software-Defined Networking (SDN) parameters implemented container setups on Raspberry Pi devices. A hypothetical case study was carried out typically in two network states: one at healthy operating condition without any impacts in the network and another at Congested Network condition. In a Software-Defined Networking (SDN) environment, understanding the variations in performance metrics under different conditions is crucial. In this paper, a hypothetical study was performed on the network-based container setup on raspberry Pi using the statistical methods by understanding the p-value and confidence interval. The hypothesis testing results shows that SDN performance metrics over time or different level of interactions (i.e., throughput, jitter and latency) vary from Normal Operating condition to congested condition.