An example method includes identifying a transport layer security (TLS) session between a client and a server, parsing one or more TLS messages to identify a session ticket associated with the session, transforming the session ticket into a fixed size session token, and managing the session using the session token to identify the session. The transforming may include computing a hash value of the session ticket using a hashing algorithm. If any of the TLS messages is spread across more than one TLS protocol record, the method can include computing a hash value of a portion of the session ticket encountered in a TLS protocol record using a hashing algorithm, incrementally computing another hash value of another portion of the session ticket encountered in a subsequent TLS protocol record from the previously computed hash value, and repeating the incremental computing until portions of the session ticket have been processed.