Approach to component-based synthesis of fault-tolerant software
Behrooz Parhami · 2001
N-version programming (NVP) and acceptance testing (AT) are established methods for obtaining highly reliable results from imperfect software. In NVP, several program modules are executed independently and the final result is derived by voting on the module outputs. In AT (as embodied, for example, in the recovery-block construct), outputs of a program module are subjected to an acceptance test and in the event of failing the test, alternate modules are invoked, until a module produces results that pass the test. Various symmetric combinations of NVP and AT techniques have also been suggested. We have found that a more general view, allowing the insertion of ATs at arbitrary points within a suitably constructed multichannel computation graph can lead to higher reliability and/or greater costeffectiveness compared to the previously envisaged hybrid schemes such as consensus recovery blocks, recoverable N-version blocks, and N-self-checking programs. Accordingly, we introduce MTV graphs, and their simplified data-driven version called DD-MTV graphs, as component-based frameworks for the creation, representation, and analysis of hybrid NVP-AT schemes. MTV graphs model variations in fault-tolerant software architectures built of computation module (M), acceptance test (T), and voter (V) components. Following the definition of (DD-)MTV graphs, we present several examples of hybrid NVP-AT schemes, as instances of fault-tolerant software based on our component-based approach, and quantify the resulting reliability improvements. We show, for example, that certain, somewhat asymmetric, combinations of M, T, and V components lead to higher reliabilities and/or lower cost than previously proposed symmetric arrangements. We conclude that our component-based approach facilitates design space exploration for fault-tolerant software and leads to reliability improvements due to the double effect of architectural optimization and component refinement afforded by reuse. 1