Computer hardware; computer peripherals; computer hardware peripherals, namely, computer cables, audio and video cables, audio and video cable connectors, electrical power cords, computer display screens, touch screens, projection screens for virtual reality visualization, manipulation, immersion and integration of audio, video, text, binary, still images, graphics and multimedia files, computer scanners, computer printers, computer audio speakers, computer stands specifically designed for holding a computer, printer and computer peripherals, joysticks for use with computers, microphones, webcams, digital cameras, blank USB flash drives, CD-ROM drives, digital disc drives, disk drives for computers, DVD drives, hard disk drives, electronic pens, touch screen pens, stylus pens for use with touch-screens; tablet computers; computer mice and wireless computer mice; computer keyboards; mobile phones; cellular telephones; mobile phone peripherals, namely, keyboards for mobile phones, mobile phone chargers, stands adapted for mobile phones, hands free kits for mobile phones, headsets for mobile telephones, dustproof plugs for jacks of mobile phones, in-car telephone handset cradles; mobile phone accessories, namely, cases adapted for mobile phones, straps for mobile phones; smart phones; network communication apparatus, namely, computer network adapters, computer network switches, computer network bridges, computer network server, network routers, network interface cards; electronic communication equipment, namely, modems, Ethernet adapters, Ethernet switches, video cable adapters, fiber-optic cables, fiber-optic light and image conduits; telephones; pedometers; downloadable software applications for mobile phones, smart phones, notebook computers, notebook computers, laptop computers, tablet computers, handheld computers for use in digital painting, drawing and sketching, for use in graphic arts design, for organizing and viewing digital images and photographs, for processing digital images, for digital animation, for creating, sending and receiving e-mail, for optical character recognition, for word processing, for computer aided mechanical design, for playing computer games, video games, virtual reality games, and interactive video games, for transmission of graphics and photographs to mobile telephones, smart phones, computers for predictive and corrective text entry for use with mobile phones, smart phones, and computers; and computer video control devices, namely, trackballs, joysticks and gamepads; computer programs, namely, recorded operating system programs; downloadable computer programs for playing games; downloadable computer programs, namely, game software for use on computers and video game players; recorded computer game software; downloadable video game software; recorded video and computer game programs; downloadable computer game programs; downloadable video game programs; recorded computer programs for controlling the display of television programs, delivered over global information networks; recorded computer programs for managing communications and data exchange between handheld computers and desktop computers; downloadable electronic publications, namely, computer user manuals featuring information and instructions regarding use of computer operating systems recorded on computer media; computers; computers, namely, computers for use in automobiles and recorded computer operating systems and recorded computer software programs for use in mapping, systems monitoring, and wireless communication in automobiles; wallet-sized personal computers and recorded computer operating systems and downloadable computer software programs for word processing, scheduling, e-mail administration, and Internet access and downloadable navigation software for wallet-sized personal computers; optical disc players and recorded computer operating system software for optical disc players; computer hardware, recorded computer operating systems and downloadable computer software programs for sending and receiving television and global communication network transmissions; telephones and downloadable computer programs for controlling the operation thereof; telephones for use in telecommunications over global communication networks and recorded computer programs for controlling the operation thereof; entertainment consoles comprising computer hardware and recorded software developed to provide audio, video and multimedia programs such as material from the Internet, and television programs; electronic pagers and recorded software for electronic paging; handheld computers; handheld computers for playing games and recorded operating system software for use therewith; microcomputers; downloadable computer software for word processing, spread sheets, database management, e-mail, scheduling, games, electronic reference materials, financial management, and Internet access and navigation; downloadable computer application programs and operating system programs for use with communications servers; downloadable computer application programs providing connectivity over wide area networks and local area networks for mobile phones, smart phones, computers, televisions, and video game consoles; downloadable computer application software to enable uploading, downloading, accessing, posting, displaying, tagging, blogging, streaming, linking, and sharing electronic media and information, namely, photographs, videos, graphical images, text and email messages, text documents, music, and audio recordings, all via the internet; recorded computer network operating software and utility programs for performing computer maintenance; downloadable computer network server software for managing user content on computer networks and global computer networks; downloadable computer software development tools for the creation and maintenance of network servers and applications; downloadable computer software for developing, managing and operating intranet sites; downloadable computer software for inventorying and monitoring computer hardware and software assets and use within an organization; downloadable computer software for use by computer network administrators to deploy and manage application software and network server software; downloadable computer software for wireless telecommunications for use with wireless devices, namely, software for enabling smart phone, portable computers, mobile phones to connect to wide area networks; recorded operating systems software for use in playing electronic games; security software, namely, downloadable computer software for managing secure communications over computer networks and global computer networks; downloadable computer software for use in browsing, accessing, searching, reviewing, purchasing, downloading, and providing ratings on digital content, namely, digital images, television shows, movies, computer games, and gift cards; downloadable computer software for use in searching and making purchases in online marketplaces for software applications; downloadable computer software for electronic transmission via the Internet and display of digital content, namely, digital images, television shows, computer games, movies; downloadable computer software, namely, computer operating system programs and utilities, namely, computer utility file compression and synchronization programs and downloadable backup software; downloadable computer software for viewing, searching and playing pre-recorded audio and Internet radio; downloadable computer software and downloadable computer programs for database management, data storage and backup, creating virtual reality and mixed reality environments on a computer network; downloadable computer software and downloadable computer programs for business and social networking, online business and social collaboration between individuals and organizations, remote Internet access, remote technical support, cloud computing, and data sharing; downloadable computer software and downloadable computer programs for use in data security; downloadable computer software and downloadable computer programs for the administration and management of other computer applications and computer hardware; downloadable computer software and downloadable computer programs for computer application distribution; downloadable computer software and downloadable computer programs for transmission of voice, text messages, emails, digital images and photographs, documents, publications, videos, comments and multimedia content among users downloadable computer software and downloadable computer programs for content management; downloadable computer software and downloadable computer programs for online project management, for web conferencing, for creating, offering, hosting and delivering online meetings, demonstrations, audiovisual presentations, and interactive discussions for others; downloadable computer operating system software and downloadable computer operating system programs; downloadable computer software for use in enterprise resource planning (ERP) and customer relationship management (CRM) in the fields of business operations, business management, accounting, marketing, ecommerce; downloadable computer e- commerce software to allow users to perform electronic business transactions via a global computer network; downloadable computer software for playing video games and computer games, computer network security, anti-virus protection, and intrusion detection and prevention; downloadable computer graphics and graphical user interface software; downloadable computer software for running development programs and application programs in a common development environment; downloadable website development software; downloadable computer software that provides web-based access to applications and services through a web operating system or portal interface; downloadable computer software for developing and operating cloud computer networks and applications; downloadable computer software for computer system and application development, deployment and management; hardware for telecommunications for connecting devices via in home phone and electrical wiring, namely, computer networks hubs, computer servers, set-top boxes, computer switches and computer routers designed to provide in-home voice over internet protocol (VOIP) communications; computer and video game systems devices, namely, motion sensors and biometric sensors, cameras, digital projectors, headphones, and microphones; electronic equipment, namely, display video screens adapted for video games, peripheral devices, namely, monitor stands, controller stands, glasses, headsets, headphones, microphones, floor mats, keypads, and styluses for communicating with a television or computer for playing electronic games; downloadable computer software for virtual reality visualization, manipulation, immersion and integration of audio, video, text, binary, still images, graphics and multimedia files; wearable computers, namely, smart rings, smartwatches, smart glasses, wearable video display monitors, wireless headsets for use with smartphones, wireless headsets for use with mobile phones, smart bands measuring instruments for measuring a user's activity, wearable activity trackers, virtual reality and mixed reality glasses and headsets; wearable computer peripherals, namely, wireless computer scanners, wireless computer mice, wireless keyboards for mobile telephones, wireless keyboards for computers; virtual reality headsets for use in visualization, manipulation, immersion and integration of audio, video, text, binary, still images, graphics and multimedia files; keyboards, mice, styluses, monitors, scanners, cameras, microphones, projectors, electric cables and cords for mobile devices for remotely accessing and transmitting data; computer display monitors; downloadable software platforms for employee communications, namely, software platforms featuring articles, education, engagement, wellbeing, health, insight, collaboration, communication, artificial intelligence, and deep learning components and functionality; downloadable computer software, namely, software for setting up, operating, configuring, and controlling wearable computer hardware and wearable computer peripherals; carrying cases and holders for use with virtual reality headsets; eyeglasses; optical devices, namely, eye pieces for helmet mounted displays; optical glasses; optical lenses; spectacles; 3d spectacles; hologram apparatus, namely, hologram projectors, headsets and glasses; holographic apparatus, namely, holographic projectors, screens, headsets and glasses, for projecting holographic video, still images, graphics and multimedia files; computer hardware and recorded software for automobiles, namely, recorded computer programs for monitoring automobile performance, for mapping and navigation, for electronic mail and wireless digital messaging, mobile phone communication, cellular phone communication for maintaining personal directories, contact lists, address and telephone number lists; downloadable computer software and computer programs for virtualization, networking, collaboration, remote access, creating, offering, hosting, and delivering online conferences, tours, presentations and interactive discussions; downloadable computer software, namely, computer software for increasing business productivity, specifically, software to measure, record, track, analyze, and manage data for the purpose of improving business productivity; downloadable computer software, namely, computer software for business IT service management; downloadable computer software, namely, downloadable computer software for business computer device management; downloadable computer software, namely, computer software for business IT security management, specifically, software for use in protecting and maintaining information, network access control, exclusion and removal of computer virus and malware, risk prevention, and encryption of sensitive data; downloadable computer software, namely, computer software for business administration and management, accounting; downloadable computer software, namely, computer software for marketing; downloadable computer software to facilitate e- commerce business transactions via a global computer network; recorded network access server operating software; downloadable computer programs for managing communications and data exchange between computers and electronic device; computer and video game systems devices, namely, electronic sensor devices for capturing gesture, facial, voice, and object recognition, cameras, projectors, headphones, and microphones; computer peripherals for mobile devices for remotely accessing and transmitting data; computer peripherals for displaying data and video; apparatus for recording, transmission or reproduction of sound, images, or data; electronic and optical communications instruments and components, namely, flat panel display screens, display video screens for video games, and touchscreens for virtual reality visualization, manipulation, immersion and integration of audio, video, text, binary, still images, graphics and multimedia files; downloadable computer software and mobile software applications for data storage and backup, database management, virtualization, networking, collaboration, remote access, remote support, data sharing, data security, access to applications and services through a web operating system or portal interface; downloadable cloud computing software for data storage and backup, database management, virtualization, networking, collaboration, remote access, remote support, data sharing, data security, access to applications and services through a web operating system or portal interface; downloadable computer software for monitoring cloud and application performance; downloadable computer software for use in automating the allocation of data processing and computing tasks between computer hardware resources and in private and public cloud environments; downloadable computer software for security information and event management (SIEM) employing artificial intelligence and machine learning to enable automated responses in real time to security vulnerabilities, threats and events; microcontrollers; computer chipsets for use in transmitting data to and from a central processing unit; microcontrollers and chipsets for the secure transmission of data; microcontrollers and chipsets optimized for use in access control, identification, authentication, security and safety; computer hardware modules for use in security and secure power management for internet connected devices; security processors, namely, computer hardware for protecting data against unauthorized access, disclosure, alteration, duplication and substitution; security subsystems comprised of a microprocessor core, memory, cryptographic hardware accelerators, electronic access controls, electronic security state controls, interfacing fabric constructed from electronic fabrics and conducting threads, and computer peripherals; computer hardware-based Roots of Trust (RoTs); Downloadable software for use in the field of cryptographic security services for microcontrollers, namely, software that provides secure boot processes; computer hardware for supporting remote attestation and certificate-based security; downloadable or recorded computer software for remote attestation and certificate-based security; downloadable or recorded computer software for use in network access control, identification, user authentication, security and safety, namely, software for use in protecting and maintaining information, network access control, exclusion and removal of computer virus and malware, risk prevention, and encryption of sensitive data; downloadable or recorded authenticating application software for cloud computing services; computer hardware modules for use with the internet of things (IoT); downloadable or recorded computer software and telecommunications apparatus to enable a data connection between internet of things (IoT) devices, mobile connected computing devices, the internet and secure networks; downloadable software application platform for connecting people, services and devices to the internet; downloadable home and industrial process automation software, namely, downloadable software for the automation of lighting, appliances, HVAC, security and related safety monitoring, and internet of things (IoT) devices; downloadable mobile application software for home and industrial process automation, namely, downloadable software for the automation of lighting, appliances, HVAC, security and related safety monitoring, and internet of things (IoT) devices; recorded operating system software for cloud computing services and internet of things (IoT) devices; downloadable cloud computing software for managing virtual machines on a cloud computing platform; downloadable application software for cloud computing services; downloadable operating software for cloud computing devices and the control and secure management of cloud computing devices; downloadable computer software for artificial intelligence (AI) processing; computer chips for artificial intelligence (AI) processing; computers and computer servers for artificial intelligence (AI) processing; recorded computer operating system software that may be embedded in other software; downloadable computer software development tools, for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; downloadable computer software for general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modelling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; downloadable computer software runtime systems, namely, computer software systems comprised of computer software for general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modelling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; downloadable computer software, namely, application programming interface (API) software for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; downloadable computer software, namely, software for implementing a computer programming language, and computer software development tools, for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; integrated circuit modules; integrated circuit cards and components; computer hardware for processing math; computer chips; silicon chips; application data processors; computer central processing units; software programmable microprocessors; downloadable computer software for collection, storage, analysis and presentation of data for forensic analysis of security events and for security compliance; downloadable computer software for use in data storage and management; downloadable computer software, namely, computer software for real-time analytics and debugging, computer software for user authentication, customer engagement, customer relationship management, computer software for providing messages, push notifications and information in the field of video games, computer software for user data capture, storage, and analysis, computer software for allowing users to perform electronic business transactions via a global computer network, computer software for generating coupon codes, payment processing, payment fraud detection, and computer software for creating, using and managing virtual currency; downloadable computer programs for connecting computers to one another and for enabling activities via the internet; downloadable computer programs that provide web-based access to applications and services through a web operating system or portal interface; downloadable computer software for use in assessing, monitoring, administration and management of data centers and datacenter devices, and public and private cloud computing IT and application systems and resources; downloadable cloud-computing software for managing cloud computing resources; downloadable software for creating and managing cloud, high performance computing, cluster or grid computing resources, hybrid operating system environment and computing networks; downloadable software interface for accessing cloud, high performance computing, cluster or grid computing resources, hybrid operating system environment and computing networks for workload management by administrators, managers and end-users; downloadable software for policy-based governance, workload scheduling, resource and energy monitoring, control, management and provisioning by administrators, managers, and end users in the nature of automated allocation of computing resources, analysis of computing resource availability and status information, installation of software and provisioning operating system changes, power management, software upgrades management, accounting and usage management for reporting and billing, third-party application integration management, workload policy management, and job scheduling for both batch and interactive jobs across cloud, high-performance computing, cluster or grid computing resources, hybrid operating system environments, and computing networks; downloadable software for governance, monitoring, managing, profiling, and indicating available computing and associated resources, namely, for intelligent automation and management of multiple resources, scheduling, operating system provisioning, power management, and computing resource policy implementation that enables administrators, managers, and end users to automate, control, and utilize multiple computing resources across cloud, high-performance computing, cluster or grid computing resources, hybrid operating system environments and computing networks; downloadable software for statistical diagnostic and performance monitoring, namely, analysis of utilization of computing resources, analysis of efficiency of use of computer resources, analysis of optimization of computing resources, analysis of fair sharing of computing resources, analysis of load balancing of computer systems, analysis of hybrid operating system environments, and analysis of power consumption in compute environments by organizations, entities, individuals, classifications of quality of service, queues, and computing nodes; downloadable software for providing a quality of service for submitted jobs; downloadable software for scheduling guarantees and job reservations for users, groups, classes, accounts, and levels of quality of service; downloadable software for command-line and graphical resource and workload simulation, including simulation of simultaneous instances to explore the effects of configurations and policies on clusters, grids, high-performance computing environments, and computing networks; downloadable software for dynamic command-line and graphical management of computing resources, namely, management of software licenses within a single computer administrative domain or across multiple heterogeneous computer administrative domains, hybrid operating system environments, file spaces, network-attached storage media, tape drives, processors, memory, disks, network bandwidth, and other hardware resources; downloadable software for interface with and collection of end-user commands for job, queue, operating system, power consumption, and system management, for internal diagnostic and logging facilities, and for integration of provisioning managers, billing systems, identity and security managers and databases, and translation of resource manager job submissions; downloadable software for peer-to-peer collaboration of multiple instances to provide domain-specific policies and to provide native resource management support; downloadable software development kits (SDK); downloadable computer programs for assisting developers in creating program code for use in internal computer networks and global communication networks; downloadable computer software development tools; downloadable computer programs for running development programs and application programs in a common development environment; downloadable computer programs for assisting developers in creating program code for use in multiple application program; recorded computer software development tools for network servers and applications; downloadable software that enables users to share and collaboratively develop software, computer code and user-generated content; downloadable computer programs for developing server applications; computer servers; downloadable computer software, namely, software development tools for the creation of mobile internet applications and client interfaces; downloadable computer software for browsing the internet; downloadable computer search engine software; downloadable computer browsing software, namely, software for browsing the global computer network and private networks; downloadable graphical user interface software; downloadable voice recognition software; downloadable software for designing business processes in a visual form; downloadable software for accessing and integrating data from multiple databases, business software applications, and software as a service (SaaS) services; downloadable software for designing and automating workflows within and between business software applications and business software as a service (SaaS) services; downloadable graphical user interface software, namely, toolbar software for use with search engine software and websites; downloadable computer software, namely, downloadable computer software featuring software in the field of advertising; downloadable computer software featuring software for managing and controlling product display on websites and on-line retail stores; downloadable computer software featuring software for product merchandising; downloadable computer application software for advertisers, marketers, and content providers to reach, engage, and interact with online users for the purposes of promotion or advertising; downloadable computer software for the design, and management of advertising and marketing campaigns; downloadable computer software for the execution of advertising and marketing campaigns, namely, software for use in developing, designing, planning, improving, integrating, and implementing advertising and marketing campaigns; downloadable computer software for generating reports and analytics for advertising and marketing campaigns; Data processors; data processing apparatus; memories for data processing equipment; mobile data terminal (MDT); downloadable computer software for creating searchable databases of information and data; computer chipset for use in transmitting data to and from a central processing unit; downloadable enterprise software in the nature of a database for non-transactional data and a search engine for database content; Network servers; internet servers; intranet servers; video servers; digital media servers; IP video servers; servers for web hosting; communications servers; downloadable computer software for managing and validating cryptocurrency transactions using blockchain-based smart contracts; downloadable computer software for managing cryptocurrency transactions using blockchain technology; downloadable computer software for managing and verifying cryptocurrency transactions on a blockchain; transceivers for television and global communication network transmissions that transmit them to a television or other display device, and downloadable computer operating programs for use therewith; entertainment system comprising a computer, multiple image display screen and multiple input devices; hand held computers; recorded computer operating system software for use with electronic equipment for playing games; downloadable computer programs for managing communications and data exchange between hand held computers and desktop computers; downloadable computer software for the transmission, recording, reproduction, display, organization, management, manipulation and review of messages, text, images, files, audio, video and audio-visual content for the facilitation of communications between multiple users via computer networks, communication networks and the Internet; downloadable computer software for task management and tracking workflow and business information; downloadable communications software for connecting peer professionals on computer networks or the Internet; downloadable computer software for use as an application programming interface (API) for facilitating voice over internet protocol (VOIP) calls, phone calls, video calls, text messages, instant messages and online social networking services; downloadable software for collaborating, communicating, and sharing information, documents, text, conversation, audio, video, photographs, and multimedia content; downloadable computer communication software which enables multiple users to post messages and memoranda, share files, and synchronize calendars; downloadable application programming interface (API) software which facilitates online social networking; electronic devices for communications, namely, telephones, handsets, headsets, speakers, microphones, earphones, webcams and video cameras; headphones; downloadable computer software for computers, mobile phones, computer tablets, and other personal electronic devices, namely, for use in accessing, monitoring, tracking, searching, saving, and sharing information in the fields of health, fitness, food, beverages, wine, spirits, travel, entertainment, weather, news, sports, maps, language translation, and finance; telecommunications hardware, namely, devices for transporting and aggregating voice, data, and video communications across multiple network infrastructures and communications protocols; downloadable computer software for use in connection with buying, selling, sharing, searching, downloading, customizing, integrating and reviewing information, data, images, and digital files; downloadable and recorded computer security and authentication software for controlling access to and communications with computers; downloadable software for tracking, monitoring, sending alerts, and sending notifications regarding consumer safety and security; downloadable and recorded computer software for computer network security, anti-virus protection, and intrusion detection and prevention; downloadable computer software for parental control of computer and internet usage; downloadable computer software for managing, filtering, and monitoring access to mobile devices, console and portable gaming devices, applications, games software and internet usage; downloadable computer software for remotely managing device and application settings; downloadable computer software for finding and displaying a user's location; downloadable computer software for global positioning system (GPS) tracking devices; downloadable computer software for gathering, analyzing and presenting data on usage of mobile devices, console and portable gaming devices, applications, games software and internet; Global positioning system (GPS); Global positioning system (GPS) apparatus; GPS tracking devices; GPS navigation device; GPS receivers; vehicle mounted GPS sensor for determining the rate of motion for a vehicle; computerized vehicle engine analyzers; electronic speed controllers; downloadable computer software for use in connection with developing video analytics applications; downloadable software for performing video analytics functions; downloadable computer software for data and video capture, storage and analysis; downloadable computer software for use in the fields of high performance computing, distributed computing, distributed training with mixed precision, model and pipeline parallelism, redundancy optimization, memory and bandwidth optimization, computational kernel optimization, sparse attention kernels, communication compression, training optimization, training agnostic check pointing, advanced parameter searching, data loading, performance analysis and debugging, and machine learning; software development tools for use in the fields of high performance computing, distributed computing, distributed training with mixed precision, model and pipeline parallelism, redundancy optimization, memory and bandwidth optimization, computational kernel optimization, sparse attention kernels, communication compression, training optimization, training agnostic check pointing, advanced parameter searching, data loading, performance analysis and debugging, and machine learning
Electrical and Scientific Apparatus