Most likely this issue is caused by the applcaition not opening and closing connections to the DB , you can also check you conenction pool setting in IIS. Rarely this issue occurs when the ram is out of space too. Check the number of connections to SQL Server and the Ram utlization just to be sure.

Max number of connection should be 0 and if your sure this is a minor issue you can timeout session after x minutes