9 Data processing units; computer chips; semiconductor chips; multiprocessor chips; computer switches; ethernet switches; computer data center switches; computer networking hardware; computer networking peripherals; communication and computer network hubs; cards and microprocessors for computers; graphics processing units (GPUs); integrated circuits; integrated circuits, semiconductors and computer chipsets; system on chip processors; embedded processors; servers; accelerator cards; network accelerators for artificial intelligence computing; downloadable and recorded network software; downloadable and recorded software for use in relation to data processing units and computer networking hardware for facilitating data transmission, data processing, data collection, data analysis, and decision-making; downloadable and recorded software and computer hardware for digital signal processing, managing, configuring, customizing, updating, monitoring and connecting radio access networks; computer hardware and downloadable and recorded software and firmware featuring artificial intelligence for use in the fields of edge computing, high performance computing, distributed computing, machine learning, automation controls, data collection, data analytics and internet of things; downloadable and recorded software, firmware, and computer hardware for edge computing, high performance computing, distributed computing, machine learning, automation controls, data collection, data analytics, and the internet of things; computer hardware and downloadable and recorded software for virtual private cloud (VPC) networking; computer hardware and downloadable and recorded software for remote direct memory access over converged Ethernet (RoCE) networking; data processing units that consist of high-performance, software-programmable, multi-core central processing units (CPUs), network interfaces and programmable acceleration engines to accelerate and offload artificial intelligence networking; data processing units for processing, analyzing, storing, transferring, organizing and managing artificial intelligence compute data in data centers; data processing units for enhancing the performance of artificial intelligence and machine learning applications; data processing units for compute and network virtualization; data processing units for use in the fields of artificial intelligence, machine learning, high performance computing, scientific computing, data center operations, computer networking, cloud-native supercomputing; data processing units that enable the secure transmission of compute data between servers for artificial intelligence workloads