Compute Continuum​

From low-end edge devices to ​high-performance cloud platforms​

The compute continuum represents a conceptual framework that categorizes computing devices and systems based on their capabilities, ranging from low-end devices to high-performance systems. It encompasses a spectrum of computing power, from simple and lightweight devices to complex and powerful machines.

Edge Devices. On one end of the continuum are devices like smartphones, tablets, and IoT devices with limited processing power, memory, and storage. These devices are designed for lightweight tasks, emphasizing energy efficiency and mobility.

HPC and Hardware Accelerators. Moving along the continuum, we encounter high-performance computing (HPC) systems and supercomputers. Hardware accelerators such as FPGAs and GPUs enhance computational performance and efficiency. FPGAs offer customizable, high-throughput, and low-latency data processing, while GPUs excel in parallel processing for tasks like deep learning and simulations. They expand CPU capabilities and enable efficient processing across diverse computational tasks.

Cloud Computing Platforms. Cloud platforms provide scalable computing resources, services, and storage via the internet. They optimize performance and reduce costs by adjusting resources based on demand. Cloud computing enables innovation, accelerates time-to-market, and leverages advanced technologies like AI and big data analytics for business growth.