Hello Abhishek,
Such issues could also be caused by incorrect load balancing (e.g., when the user logged on, his session was sent to the Portal instance X, but a few requests later it was sent to the Portal instance Y).
If there is any load balancer "in front" of SAP, you could involve the load balancer team so they analyze the issue from this perspective.
Regards,
Isaías