Computer hardware; semiconductors; semiconductor chips and chip sets; Integrated circuits, electronic integrated circuit chips for the manufacture of integrated circuits, and integrated circuit chip sets consisting of electronic integrated circuit chips for the manufacture of integrated circuits; integrated circuits in the nature of application specific standard products (ASSPs), application specific integrated circuits (ASICs), and system-on-chips (SoCs); data communication circuits; circuit boards; computer accelerator boards; computer interface boards; computer hardware in the nature of processors, namely, artificial intelligence processors, server processors, general purpose computer processors, high compute processors, digital signal processors, data processors, programmable processors, audio and video processors; microprocessors; computer hardware in the nature of embedded microprocessors, embedded processors and multi-core processors; micro controllers, and computer hardware and downloadable software and firmware used for controlling and interfacing with the aforesaid goods; computer hardware and downloadable computer software and firmware using artificial intelligence for use in text analysis, data processing, text processing, model training, inference, machine learning, and deep learning processing; computer hardware and downloadable computer software and firmware for use in signal processing; computer hardware and peripheral devices for data communication; computer servers; network servers; transceivers; personal computers; network telecommunication cables; network interface cards for data processing equipment in the form of printed circuits; computer network adapters; Ethernet and fibre-channel adapters; electronic computer network switches; computer network switches; Ethernet and fibre-channel switches; electronic telephony circuits; modems; network gateways and routers in the nature of computer control hardware, and downloadable computer software and firmware used for controlling and interfacing with the aforesaid goods; data processing equipment; data storage devices, components, or circuits, namely, disk drives, blank magnetic disks, blank USB flash drives, computer hardware in the nature of drive controllers, preamplifiers, and computer hardware in the nature of read channels; computer hardware and downloadable computer software and firmware for setting up, configuring, managing, operating, and securing local and wide-area computer networks and network products; computer hardware and downloadable computer software and firmware for use in enabling autonomous driving vehicles, connected vehicles, and components of autonomous driving vehicles and connected vehicles; computer hardware and downloadable computer software and firmware for use in storing, monitoring, and managing data in network attached storage devices and systems; computer hardware and downloadable computer software and firmware for use in operating cameras, printers, dongles, handsets and video conferencing systems, and components of the aforesaid goods; computer hardware and downloadable computer software and firmware for use in operating and managing wireless network devices; wireless communication devices for the transmission of voice, data, images, audio, video, and multimedia content; communication hardware for digital electronic devices capable of providing access to the internet and for the sending, receiving, and storing telephone calls, electronic mail, audio and video media, and other digital data, namely, amplifiers, power amplifiers, demo boards, PCIe switches and bridges, fiber optic modules, storage adapters, controllers, transmitters, receivers and processors; computer hardware for playing, organizing, downloading, transmitting, manipulating and reviewing audio files and media files; television setup boxes in the nature of set-top boxes; data storage devices, namely, hard disk drives, blank USB flash drives, and solid state drives; printer devices, namely, document printers in the nature of ink jet printers and toner printers; audio- and video receivers; digital audio and video recorders and players; network switching devices in the nature of computer network switches, and downloadable computer software and firmware used for controlling and interfacing with the aforesaid goods; computer hardware and downloadable computer software and firmware for use in computer and network security, data and identity verification, and encryption; computer hardware and downloadable computer software and firmware for use in monitoring, transmitting and receiving telecommunications from base stations, cellular towers, and radio network controllers; computer hardware and downloadable computer software and firmware for use in managing and monitoring data centers; computer hardware and downloadable computer software and firmware for providing cloud computing services; computer hardware and downloadable computer software and firmware for connecting, operating, controlling, and managing networked devices and systems in the internet of things (IoT)