Research Overview of Intelligent Computing Platform Technology

With the explosive growth of data and the increasing complexity of computing tasks, traditional computing models can no longer meet the demands. Parallel and distributed processing technologies have become key forces driving innovation in information technology. This paper reviews the research progress of intelligent computing platform technologies, focusing on parallel processing and distributed processing technologies. It primarily examines the basic principles and applications of multi-core processor technology, large-scale parallel algorithms, parallel programming, industrial computer networks, multi-agent systems, and cloud-edge-end architectures. Looking ahead, research on optimizing multi-core processors, innovating parallel algorithms, enhancing the intelligence and security of distributed systems, the deep integration of cloud-edge-end architectures with specific computing tasks, and the collaboration and planning of multi-agent systems will further improve the computational capacity, flexibility, and scalability of intelligent computing platforms.