1. A method for implementing partial fault tolerance in a stream processing application comprising a plurality of stream operators, the method comprising: defining a quality score function that expresses how well the application is performing quantitatively; injecting a fault into at least one of the plurality of operators; assessing an impact of the fault on the quality score function; and selecting at least one partial fault-tolerant technique for implementation in the application based on the assessing.