What exactly differentiates a standard cloud network interface from the AWS Elastic Fabric Adapter when handling extreme computational demands? Furthermore, this custom-built device bypasses the operating system kernel to establish direct, ultra-low latency communication between Amazon EC2 instances. Why does shifting away from traditional TCP transport toward this hardware-accelerated fabric remain the foundational step for successfully scaling large-scale high-performance computing and distributed machine learning workloads?