Is GPU Always Better? An Impact Assessment on AI Deployment Performance

In AI deployment, choosing between GPU and CPU directly impacts performance, latency, and cost. While GPUs excel in large-scale, parallel workloads, CPUs remain essential for orchestration and low-lat