In this paper we propose and evaluate the performance of concurrency control strategies for a parallel search engine that is able to cope efficiently with concurrent read/write operations. Read operations come in the usual form of queries submitted to the search engine and write operations come in the form of new documents added to the text collection in an on-line manner. namely the insertions are embedded into the main stream of user queries in an unpredictable arrival order but with query results respecting causality.