Towards Next-Generation Supercomputing: A Reconfigurable Architecture Leveraging Wireless Networks

Abstract

As data-intensive applications and real-time computing demands rapidly evolve, traditional supercomputing architectures are being pushed to their limits. Wired interconnects and fixed hardware configurations struggle to keep pace with the performance, adaptability, and scalability requirements of next-generation workloads. This paper explores a new direction in high-performance computing by introducing a reconfigurable architecture that leverages wireless networks to enhance flexibility, communication speed, and system scalability. By integrating reconfigurable processing elements with high-frequency wireless communication technologies, this architecture supports dynamic adaptation to varying computational loads, while overcoming the latency and congestion challenges associated with wired systems. The proposed design aims to create a foundation for supercomputers that are not only faster and more efficient, but also more resilient and future-proof. This paper examines the principles, design considerations, and potential of such an architecture, positioning it as a transformative step toward next-generation supercomputing.