Updated Methodology for Task Knowledge Based Development of Parallel Programs

The updated methodology for task knowledge based development (tkb-development) of parallel programs includes our updated methods for tkb-construction of non-parallel program systems (nps) and automatic parallelizing. TKB-system of parallel program systems construction (pps-construction) consists of five components: the pps-construction task knowledge base, the tkb-constructor of parallel programs with automatic parallelizer embedded, the tkb-constructor of runtime support and graphic tools. PPS-construction system produces pps to be run in a specified runtime environment. The foundations of updated methodology for pps-construction, task knowledge representation language OBRAZ, automatic parallelizing method MPM and cooperative problem solver (CPS) based on digital twins are presented in short.