Bo Wang
Senior Software Technology Consultant.
Focus on large-scale system software domain modeling design, refactoring, continuous delivery and service-oriented, intelligent architecture evolution and other fields, in the process of technical consultation and cooperation to help enterprises improve the skills and development efficiency of software personnel. He has been deeply involved in large-scale embedded software platform, wireless communication 4G, 5G core system, automatic driving, cloud storage, artificial intelligence dialogue platform and other technical consulting projects.
Topic
Programming Paradigm Shift from CPU to NPU, from Object to Tensor
With the accelerated penetration of GPU/NPU in ICT infrastructure, traditional system-level software is experiencing programming paradigm migration from control flow to data flow, and from object thinking to tensor thinking. This session analyzes the differences in programming models under heterogeneous computing power, analyzes the technology transition path from CPU-oriented to GPU/NPU-oriented software design and implementation, discusses the decoupling strategy of AI infrastructure-oriented software architecture, builds a dual-track system architecture that takes into account both human logic and AI computation, and provides the best practices of CPU/GPU/NPU co-computation in software design, so as to provide the best practices from Software 1.1 to Software 2.0 for system architects and developers. It provides system architects and developers with a guide for technology transformation from Software 1.0 to 2.0/3.0 era.
