Abstract: A computing device includes a memory and a processing device. The memory enters an uninitialized state in response to power being applied to the memory. The processing device is coupled to the memory, and is configured to select a portion of the memory in the uninitialized state to seed a random number generator process. The processing device may alternatively select an uninitialized state of the network hardware that is coupled to the processing device to seed a random number generator process. In one embodiment, the computing device is a compute node in a multi-node processing system, and the memory is a High-Bandwidth Memory.

Abstract: A method to address memory in nodes of a distributed memory system includes partitioning the memory in each node into one or more memory blocks available for a global memory pool. The method also includes combining, in response to a request to address memory in the global memory pool, a global bit from a global page table with a physical address to generate a global virtual address. The global bit indicates whether the memory is local or remote. The method also includes translating, using global access tuple (GAT) tables, the global virtual address to a global physical address, and addressing a memory block in the global memory pool based on the global physical address.

Abstract: Discussed herein are methods and systems for an interdependent series/suite of AI models. In one embodiment, a processor receives projection assumption inputs from a user device and executes a population builder machine learning model to predict a dynamic adjustment table. It applies the model to population data to generate a value population file, which simulates a subset of the population based on the predicted table. The file contains value cells representing instances of a product. The device then runs a mortality machine learning model to determine mortality data for the product using the simulated population. Finally, it executes a flow projection model to generate a projection report for the product, incorporating mortality data and projection assumptions.

Abstract: A computing device includes a memory and a processing device. The memory enters an uninitialized state in response to power being applied to the memory. The processing device is coupled to the memory, and is configured to select a portion of the memory in the uninitialized state to seed a random number generator process. The processing device may alternatively select an uninitialized state of the network hardware that is coupled to the processing device to seed a random number generator process. In one embodiment, the computing device is a compute node in a multi-node processing system, and the memory is a High-Bandwidth Memory.

Abstract: A computing node in a multi-node computing system includes a local memory, at least one processor, and an access library. The at least one processor runs an operating system that runs a distributed application in a virtual address space. The application includes a process that generates a first memory access request that includes a first virtual address. The access library is responsive to the first memory access request by: converting the first virtual address into a first physical address, accessing the local memory based on the first physical address including a first indication that the first memory access request is for the local memory, and accessing a global access tuple table based on the first physical address including a second indication that the first memory access request is for memory located on a second computing node of the multi-node computing system that is remotely located from the computing node.

Abstract: A method to address memory in nodes of a distributed memory system includes partitioning the memory in each node into one or more memory blocks available for a global memory pool. The method also includes combining, in response to a request to address memory in the global memory pool, a global bit from a global page table with a physical address to generate a global virtual address. The global bit indicates whether the memory is local or remote. The method also includes translating, using global access tuple (GAT) tables, the global virtual address to a global physical address, and addressing a memory block in the global memory pool based on the global physical address.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A method of customizing bulk purchases of consumer personal care products includes providing a consumer-accessible electronic display configured to allow a consumer to purchase the personal care products by selecting between first and second order counts of personal care products, wherein the first and second order counts are multiples of a package count of a first pre-set package of the personal care products, of a second pre-set package of the personal care products, or of a combination thereof, and fulfilling the purchase by determining the number of first and second pre-set packages to ship to meet the selected order count.