Cloud-RAN (C-RAN) Baseband Pooling, Heterogeneous GPU/FPGA Clusters & Dynamic VNF Scaling

Pooling baseband processing from hundreds of remote radio heads onto centralized GPU data centers connected via low-latency optical fiber.

Heterogeneous GPU and FPGA Computing Pools

ISACHub deploys liquid-cooled server racks equipped with NVIDIA Grace Hopper superchips and AMD Versal adaptive SoCs. Baseband channel decoding and radar 2D-FFT matrices are scheduled dynamically across thousands of parallel tensor cores.

Elastic Virtual Network Function (VNF) Scaling

During major sports games or traffic jams, the orchestrator dynamically spins up additional radar processing containers, allocating 400% more GPU compute to congested intersections within 2 seconds.

Centralized Cloud-RAN architecture pooling compute across 200+ cell sites
NVIDIA Grace Hopper and AMD Versal heterogeneous hardware acceleration
Dynamic scaling of radar processing containers based on traffic density
40% reduction in overall network capital and electrical power costs

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