Hi @Kaliappans ,
As @giri mentioned you’ll want to tune your reconnect retries to retry for a longer period of time to successfully reconnect and process messages after a failover. -1 will retry forever 
That said, the logging issue you’ve seen is also not ideal and I believe it’s captured to be worked here: [SOL-79061] Very verbose logging when connection to broker is interuppted: · Issue #174 · SolaceProducts/solace-spring-cloud · GitHub
(Edit) and Giri opened another issue here to capture what you ran into: [SOL-79061] Application spins into an infinite loop throwing com.solacesystems.jcsmp.StaleSessionException when reconnectRetries is set to a +ve number · Issue #179 · SolaceProducts/solace-spring-cloud · GitHub