Abstract: Described herein is a graphics processor having processing resources with configurable thread and register configurations. Program code can configure a number of registers and accumulators that will be used by hardware threads during execution of the program code by the graphics processor. Processing resources within the graphics processor can be configured to assign different numbers of registers and accumulators to hardware threads based on the configuration requested by program code to be executed by the processing resource.

Abstract: A method for processing one or more electronic documents for enhanced search includes defining a bounding box around each key and value of key-value pairs in a first schema file, tagging coordinates of a key corresponding to a first bounding box and coordinates of a value corresponding to a second bounding box in the first schema file. Furthermore, obtaining a first inference file, detecting coordinates of a key corresponding to a third bounding box, and determining coordinates of a fourth bounding box and the value of the first inference file that are determined by applying a normalization operation. Thereafter, extracting value encompassed by the fourth bounding box of the first inference file and automatically creating a searchable index of the first inference file with searchable key-value pairs. The method achieves an efficient and accurate clustering of data items with an accurate, meaningful, and formal objective function.

Abstract: Live and historical power usage data of one or more loads of a facility may be provided to an AI/ML (Artificial Intelligence/Machine Learning) model. The AI/ML model predicts one or more predicted power usage peaks that are predicted to occur during a future time window based at least in part on the live and historical power usage data of the one or more loads of the facility. One or more loads of the facility are identified that are predicted to contribute to each of the one or more predicted power usage peaks. One or more of the loads of the facility that are predicted to contribute to a selected one of the one or more predicted power usage peaks are controlled to curtail power usage during the selected one of the one or more predicted power usage peaks.

Abstract: Systems and methods for identifying substitute elements for computer-implemented processes are disclosed. A substitution request identifying an anchor element is received. A set of candidate substitution elements is generated by a trained candidate selection model configured to receive the anchor element, a feature set, and a set of catalog elements. The set of candidate substitution elements is ranked by a trained ranking model configured to receive the anchor element, the feature set, and the set of candidate substitution elements. At least one substitution element is selected from the set of candidate substitution elements and feedback data representative of the suitability of the selected at least one substitution element with respect to the anchor element is received. At least one of the trained candidate selection model or the trained ranking model is updated by applying an iterative training process incorporating at least a portion of the feedback data.

Abstract: A technique monitors input/output (I/O) and storage ownership takeover activity patterns to detect degraded performance of a highly available and fault tolerant application executing in a multi-site environment. Multiple instances of the application execute in different containers or pods running on virtual machines (VMs) of a compute layer within a containerized (e.g., Kubernetes) clustering configuration that extends across clusters of the sites. A storage layer of the clusters provides shared storage to the pods running on the VMs across the multiple sites. One of the sites is configured as an active storage site configured to receive and service I/O requests from the compute layer. A single instance of the application is active at a time and configured as a “compute owner” of the shared storage to issue the I/O requests to the shared storage.

Abstract: Methods, systems, and devices for providing for trust in a distributed environment are disclosed. In a distributed environment, various devices may be remote to one another and may interact with one another via one or more operable connections. Through the operable connections, various communications may be exchanged. However, the operable connections may not natively support authentication of any particular device in the distributed system. Consequently, entities in the distributed system may not intrinsically trust that the communications received through the distributed environment are authentic. The entities of the system may mutually authenticate one another prior to trusting communications from the other entities. For example, in a scenario where a client wishes to access data hosted by a data source, the client and data source may go through a process of mutually authenticating one another. By doing so, a trusted environment may be established.

Abstract: Embodiments of a method for facilitating spam blocking in a tiered software framework include: determining that a message template is generated in the tiered software framework, parsing the message template, automatically performing a semantic search for regulated content in the parsed message template, assigning a score to the message template based on the semantic search, and responsive to the score being higher than a predetermined threshold, blocking generating of any message from the message template. The tiered software framework comprises a first tier, a second tier, and a third tier, the second tier comprises accounts of a first plurality of subscribers, the third tier comprises subaccounts of the accounts, the subaccounts associated with a second plurality of subscribers, and the message template is associated with one of the subaccounts in the third tier.

Abstract: A recovery orchestration pipeline has stages configured to control efficient failover and recovery of applications in a multi-site disaster recovery (DR) environment. The applications run on user virtual machines (UVMs) at a primary site of the DR environment and connect to block storage devices (BSDs) that export virtual disks over a storage protocol to consume data including a recovery plan for disaster recovery. The recovery plan includes a recovery configuration whose generation is triggered by a user via a graphical user interface (GUI) and specifies resource requirements needed to recover the applications at a secondary site in the event of a disaster. The orchestration pipeline is initiated via single click of the GUI and completion of the stages of the pipeline is displayed as progress via the GUI to allow recovery of the applications without user intervention.

Abstract: A system and a method to determine a technology used by a user is disclosed. The system receives user data comprising job titles, skills, and job summaries. Further, technology categorization data is generated based on the user data. The technology categorization data comprises technology category and technology subcategory mapped to a user department and a user division. The system further extracts a keyword and a set of buffer keywords from the user data. Subsequently, the system determines a context of the user data based on the set of buffer keywords of the keyword. The technology used by the user may be determined upon comparing the keyword and the context with a predefined pattern sheet. The system validates the technology with the technology categorization data.

Abstract: A method is provided. The method include obtaining, from a first system, a set of user requirements associated with one or more storage systems. The method also includes obtaining, from a second system, a set of storage system configurations based on the set of user requirements. The method further includes obtaining, from a third system, a set of costs for the set of storage system configurations. The method further includes generating multimedia content based on the set of storage system configurations, the multimedia content providing information about the set of storage system configurations. The method further includes providing the multimedia content to one or more client devices.

Abstract: Systems, computer-implemented methods, non-transitory computer readable media (computer program products), and techniques for segmenting an input medical image. An image encoder receives the input medical image and extracts image embeddings from the input medical image. The image encoder receives a set of few-shot images and computes target embeddings from the set of few-shot images. A mask decoder receives and associates the image embeddings and the target embeddings to output a predicted segmentation mask for the input medical image.

Abstract: In various embodiments, one or more non-transitory computer-readable media storing program instructions that, when executed by one or more processors, cause the one or more processors to perform a method comprising receiving, from an API server, a request to access a service, the request including an API authorization identifier; validating the API authorization identifier to generate a validation result; determining a service tier of the service based on the request; and transmitting, to the API server, a response including the validation result and an indicator of the service tier based on the request.

Abstract: The present disclosure relates to a thermal solution using a heat exchanger mounted inside an outdoor telecom unit. More specifically, a hardened optical platform includes a base chassis and a lid configured to seal an interior of the base chassis, wherein each of the base chassis and the lid include a plurality of fins. The hardened optical platform also including a vapor chamber in the interior including a heat exchanger. The heat exchanger including a second plurality of fins that are intertwined with a third plurality of fins on the base chassis in the interior.

Abstract: The present invention provides a method and system for automatically reframing and transforming videos to different aspect ratios, such that the source video has a fixed resolution and multiple outputs of different aspect ratios are generated. The present invention automatically reframes and transforms horizontal videos into vertical, portrait, square, and/or landscape for social media distribution. The method comprises acquiring input video details; extracting audio; detecting shot change points and extracting frames; detecting salient regions; detecting text; generating and stabilizing viewports; applying genre-specific transformations and generating transformed images; recreating text; obtaining output frames; generating videos and uploading the reframed and transformed videos into cloud. The present invention helps to reframe and transform videos by maintaining the visibility of regions of interest.

Abstract: A network testing system includes a non-transitory computer readable medium configured to store instructions thereon, and a processor. The processor is configured to execute the instructions for receiving first reporting data associated with a master node for a first group of users. The processor is configured to execute the instructions for receiving second reporting data associated with a secondary node for a second group of users. The processor is configured to execute the instructions for determining whether an interface link between the master node and the secondary node has been established. The processor is configured to execute the instructions for establishing the interface link between the master node and the secondary node, in response to a determination that the interface link is not established.

Abstract: Systems, apparatuses, and methods for an on chip dynamic IR oscilloscope are provided. An oscilloscope circuitry may comprise sensor circuitry, voltage generator circuitry, finite state machine, and latch circuitry. The sensor circuitry may include digital logic circuitry, sample and hold circuitry, and sense amplifier circuitry. The voltage generator circuitry may include a voltage generator, analog buffers, switches, and high speed buffer. The finite state machine may control the sensor circuitry to sample a voltage waveform and the voltage generator circuitry to generate a reference voltage that may change over time. The sensing amplifier circuitry may compare the samples to the reference voltage to generate flags when a sample exceeds a reference voltage. The flags may be used to stored the voltages associated with the flags, which may be used to redraw the waveform sampled.

Abstract: A host device includes system memory that includes a logical-to-physical (L2P) cache and a second cache. The host device also includes a host controller interface (HCI) configured to be coupled to a flash memory device. The HCI is configured to determine that a particular region of a L2P address mapping table is to be removed from the L2P cache. The L2P address mapping table is configured to include mappings between logical memory addresses and physical memory addresses of the flash memory device. The HCI is also configured to identify a particular sub-region of the particular region having an access metric that satisfies a retention criterion. The HCI is further configured to store the particular sub-region into the second cache. The HCI is also configured to remove the particular region from the L2P cache.

Abstract: The present invention relates to an optical fiber 100 having a core (102) which is up doped and a cladding (104) surrounding the core (102). Particularly, the cladding (104) has a first cladding (104a) defined by a first relative refractive index difference (?1). Moreover, the first cladding (104a) is a continuous region adjacent to the core (102) such that a relative refractive index profile of the first cladding (104a) is an alpha profile. Further, the optical fiber (100) has mode field diameter in the range of 8.2 micrometer (?m) to 9.0 ?m at a wavelength of 1310 nanometer (nm), and a cut-off wavelength less than or equal to 1260 nm.

Abstract: A method for improving consensus in a blockchain network through sampling includes: executing, by a processor of a blockchain node in a blockchain network that manages a blockchain, a script to identify a first sample comprised of a subset of nodes of a plurality of nodes in the blockchain network, wherein nodes included in the subset of nodes are randomly selected; performing, by the subset of nodes comprising the first sample, a first consensus operation among all nodes in the subset of nodes to identify a sample consensus block for the blockchain, where each node in the subset of nodes receives the sample consensus block; and repeating, in the blockchain network, executing the script and performing the first consensus operation for a plurality of additional samples, wherein nodes included in the subset of nodes for each additional sample are randomly selected.