Revolutionizing the utilization of computing resources to raise towards the exascale requires extensive research and development efforts in data parallel designs for several data processing techniques and scaled out to distributed computing integrating with High-Performance Computing (HPC) cluster and the new generation in-memory Big Data systems, building expertise in the area of Massively Parallel Computing to support the development of the computational science and engineering technology, apply the tool and libraries in the design of optimized large-scale parallel simulators, deep learning algorithms, and big data analytics to build numerous startups and venture capitals to positively support the country’s economy.