The present invention provides a configurable domain specific abstract core (DSAC) for implementing applications within any domain. The DSAC comprises at least one function specific abstract module (FSAM) configurable at a plurality of stages for implementing a predetermined function belonging to one or more applications in the domain. The FSAM comprises a function specific abstract logic (FSAL) for implementing functional logic and a micro state engine (MSE) for generating and monitoring one or more control signals, at least one of the control signals being generated by execution of a dynamic script for controlling the FSAL. The DSAC further comprises one or more buffer modules for data exchange among one or more FSAMs, and for temporary storage of data, one or more programmable data path connection maps comprising a set of interconnections, for configuring data paths among the one or more FSAMs and the one or more buffers, and a programmable hardware software interface module for coupling with one or more external computing devices. The DSAC may be configured at a design configuration stage, an application initialization configuration stage and a run time configuration stage. The DSAC implements a data driven control flow architecture.