Pagoda is a new analytical framework that extends roofline models to optimize energy and time for DNN workloads on edge accelerators like Nvidia's Jetson AGX Orin. By analyzing power modes, it reveals up to 30% energy savings with minimal latency trade-offs, transforming efficiency in autonomous vehicles, IoT, and mobile AI applications.
The global robotics market is projected to grow from $73.64 billion in 2025 to $185.37 billion by 2030 at a 20.28% CAGR, driven by AI, machine learning, and sensor innovations in manufacturing, healthcare, and logistics. Key players like ABB and Tesla lead in cobots and humanoids, amid challenges like regulatory hurdles and job displacement.
|
