Transaction processing systems manage large databases with multiple concurrent users executing transactions, requiring high availability and fast response times. Concurrency control is essential to prevent issues such as lost updates and dirty reads that can occur when multiple transactions interfere with each other. The document also outlines the properties of transactions, the importance of recovery mechanisms, and the techniques used for concurrency control like two-phase locking.