Software for telemetry, monitoring, debugging and profiling of large scale data centers; software for automating workflows, including in the fields of data analytics, neural network inferencing, artificial intelligence, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence, and computer vision; software for communication among central processing units (CPUs), graphics processing units (GPUs), data processing units (DPUs), networking hardware, and data storage systems; software for collecting, transferring, moving, accessing, managing, monitoring and profiling data from central processing units (CPUs), graphics processing units (GPUs), data processing units (DPUs), networking hardware, and data storage systems; software for configuration management; runtimes for software development; software for testing and debugging other software; software featuring performance libraries for high performance computing applications; software for code and software profiling; compiler software; software development kits (SDKs); software development tools; software for developing and enhancing the performance of high performance computing (HPC) applications; software for distributed computations across multi-GPU configurations; software for enhancing computer performance and for operation of integrated circuits, semiconductors, computer chipsets and micro-processors; software development tools for use in the fields of artificial intelligence, deep learning, machine learning, high performance computing, distributed computing, and data virtualization; deep learning inference runtime for image classification, segmentation, and object detection in neural networks; software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; software featuring libraries for artificial intelligence, computer vision, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence and computer vision; software for data centers for use in collecting, analyzing and reporting of computer network and telecommunications data; software for controlling and managing access to server applications; software for operating artificial intelligence platforms; software for use in cloud infrastructure management and automation; software; software for neural network inferencing; software for artificial intelligence, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence, and computer vision; software for data centers for use in collecting, analyzing and reporting of computer network data; software for facilitating data transmission, data collection, data analysis, and decision-making; software for simulation, modeling and data processing for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, and maximizing graphics processing and performance; software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; software for use as an application programming interface (API) for artificial intelligence software applications; software for the collection, managing, editing, organizing, modifying, transmission, and sharing of data and information; simulation, modeling and data processing software for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, video streaming, maximizing graphics processing and performance; software, namely, knowledge-based artificial intelligence platforms and automation platforms for use in advanced visualization, data acquisition, data analytics, data integration, artificial intelligence, machine learning, deep learning, high performance computing, distributed computing, virtualization, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, and business intelligence; software for the storage of electronic data; software for data management, analytics and pattern and activity recognition; software using artificial intelligence and natural language processing for extracting data from unstructured and semi-structured documents, for classifying and searching documents, and for natural language processing; software development tools for use in the fields of artificial intelligence, deep learning, machine learning, high performance computing, distributed computing, and data virtualization; software that assists computers in deploying parallel applications and performing parallel computations; hyperscale computing software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; web-scale computing software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; software for managing large scale data centers, data analysis, data storage, and storage system performance analysis

Non-downloadable software for telemetry, monitoring, debugging and profiling of large scale data centers; non-downloadable software for automating workflows, including in the fields of data analytics, neural network inferencing, artificial intelligence, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence, and computer vision; non-downloadable software for communication among central processing units (CPUs), graphics processing units (GPUs), data processing units (DPUs), networking hardware, and data storage systems; non-downloadable software for collecting, transferring, moving, accessing, managing, monitoring and profiling data from central processing units (CPUs), graphics processing units (GPUs), data processing units (DPUs), networking hardware, and data storage systems; non-downloadable software for configuration management; non-downloadable runtimes for software development; non-downloadable software for testing and debugging other software; non-downloadable software featuring performance libraries for high performance computing applications; non-downloadable software for code and software profiling; non-downloadable compiler software; non-downloadable software development kits (SDKs); non-downloadable software development tools; non-downloadable software for developing and enhancing the performance of high performance computing (HPC) applications; non-downloadable software for distributed computations across multi-GPU configurations; non-downloadable software for enhancing computer performance and for operation of integrated circuits, semiconductors, computer chipsets and micro-processors; non-downloadable software development tools for use in the fields of artificial intelligence, deep learning, machine learning, high performance computing, distributed computing, and data virtualization; non-downloadable deep learning inference runtime for image classification, segmentation, and object detection in neural networks; non-downloadable software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; non-downloadable software featuring libraries for artificial intelligence, computer vision, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence and computer vision; non-downloadable software for data centers for use in collecting, analyzing and reporting of computer network and telecommunications data; non-downloadable software for controlling and managing access to server applications; non-downloadable software for operating artificial intelligence platforms software for use in cloud infrastructure management and automation; non-downloadable software; non-downloadable software for neural network inferencing; non-downloadable software for artificial intelligence, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence and computer vision; non-downloadable software for data centers for use in collecting, analyzing and reporting of computer network data; non-downloadable software for facilitating data transmission, data collection, data analysis, and decision-making; non-downloadable software for simulation, modeling and data processing for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, and maximizing graphics processing and performance; non-downloadable software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; non-downloadable software for use as an application programming interface (API) for artificial intelligence software applications; non-downloadable software for the collection, managing, editing, organizing, modifying, transmission, and sharing of data and information; non-downloadable simulation, modeling and data processing software for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, video streaming, maximizing graphics processing and performance; non-downloadable software, namely, knowledge-based artificial intelligence platforms and automation platforms for use in advanced visualization, data acquisition, data analytics, data integration, artificial intelligence, machine learning, deep learning, high performance computing, distributed computing, virtualization, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, and business intelligence; non-downloadable software for the storage of electronic data; non-downloadable software for data management, analytics and pattern and activity recognition; non-downloadable software using artificial intelligence and natural language processing for extracting data from unstructured and semi-structured documents, for classifying and searching documents, and for natural language processing; non-downloadable software development tools for use in the fields of artificial intelligence, deep learning, machine learning, high performance computing, distributed computing, and data virtualization; non-downloadable software that assists computers in deploying parallel applications and performing parallel computations; non-downloadable hyperscale computing software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; non-downloadable web-scale computing software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; computer hardware and software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; design, development, customization, integration, troubleshooting of problems and maintenance of computer software; design, programming and maintenance of artificial intelligence software; software development in the field of artificial intelligence and machine learning; cloud computing services featuring software for use in artificial intelligence; advanced product research in the field of artificial intelligence; technical support services, namely, troubleshooting in the nature of diagnosing computer hardware and software problems; scientific and technological services in the nature of system analysis and optimization of hyperscale computer systems; industrial research in the field of system analysis and optimization of hyperscale computer systems and cloud computing systems; computer system design services; computer system analysis; computer research in the fields of data center hardware, hyperscale and cloud computing hardware systems