The Centralized Cloud Model: A Foundation Under Pressure Cloud computing has fundamentally reshaped modern enterprise technology, offering unparalleled agility, scale, and operational efficiency through hyper-scale data centers. However, this centralized approach faces growing limitations. High network latency, particularly for real-time applications and edge devices, and complex data sovereignty regulations have become significant hurdles, demanding a