Abstract: A method and system for hybrid incremental file-based backup that includes receiving a list of desired elements for incremental backup and determining the elements on the list of desired elements that have changed since a previous backup, and storing the elements on the list of desired elements that have changed since the previous backup in a backup container. The method and system determines a list of unchanged elements from the previous backup and storing the unchanged elements on the list of unchanged elements in the backup container to obtain an updated backup.

Abstract: The disclosure herein describes a system for generating customizable summaries of multi-message conversations in email threads and other multi-message and multi-participant messaging applications. A summary icon is displayed if the number of messages in a thread exceeds a threshold number. Message data is cleaned and analyzed by ML models to generate feature vectors representing the messages content. Multiple loglinear regression models compute similarity between message sentences. Clustering algorithm(s) to generate a multi-message conversation thread summary based on the values. If the user selects the summary icon, the multi-message conversation thread summary is displayed. The summary includes summary sentences and/or annotations describing content of the messages in the thread, participants contributing to the messages in the thread, links back to the original messages in the thread and/or a count of the number of messages contributed by each participant.

Abstract: A method for verifying data includes obtaining, by a backup agent, a backup verification trigger for a backup stored in a backup storage system, in response to the backup verification trigger, obtaining backup metadata associated with the backup, performing a hierarchical structure data mapping based on the backup metadata to obtain a hierarchical structure associated with the backup, performing, using the hierarchical structure, a backup verification to generate a backup health state of the backup, after the backup verification is generated: making a determination, based on the backup verification, that the backup health state is not in a healthy state, and in response to the determination, performing a remediation of the backup policies.

Abstract: A method that is performed for backing up data. The method includes obtaining an incremental backup request; and in response to the incremental backup request: obtaining an asset and an asset entry associated with the incremental backup request; dividing the asset into pseudo-assets based on the asset entry; storing the pseudo-assets across backup storages to generate incremental pseudo-asset backups; initiating the merging of the incremental pseudo-asset backups to generate an incremental asset backup; and initiating the merging of the incremental asset backup with a previously generated full asset backup associated with the incremental backup request to generate a first synthetic full asset backup.

Abstract: Embodiments described herein relate to a technique for performing an enhanced backup and restore for a computing device. The method may include: receiving, at a backup management device, a request to perform an enhanced backup operation; creating, by the backup management device, an enhanced recovery asset including computing device data items and stored on a backup storage device; performing a backup operation of a volume of the computing device to obtain a first backup container; performing a backup operation of system state information associated with the computing device to obtain a second backup container; associating the first backup container and the second backup container with the enhanced recovery asset; receiving, by the backup management device, a second request to perform a recovery operation; and performing, based on the second request, the recovery operation using at least a portion of the enhanced recovery asset.

Abstract: A method that is performed for backing up data. The method includes obtaining an asset backup request; and in response to the asset backup request: obtaining an asset and an asset entry associated with the asset backup request; dividing the asset into pseudo-assets using the asset entry; storing the pseudo-assets across backup storages to generate pseudo-asset backups; initiating the merging of the pseudo-asset backups to generate an asset backup; and updating asset backup metadata based on the asset backup.

Abstract: A method that is performed for backing up data. The method includes obtaining a backup request; and in response to the backup request: obtaining an asset and an asset entry from a file system metadata repository associated with the backup request; identifying asset components of the asset using the asset entry; assigning asset components to backup threads to be backed up as pseudo-assets based on the asset entry; executing the backup threads to generate pseudo-asset backups; storing the pseudo-asset backups on backup storages; and updating asset backup metadata based on the pseudo-asset backups.

Abstract: A remote agent for providing data protection services includes persistent storage and a backup orchestrator. The persistent storage stores lifecycle policies. The backup orchestrator instantiates a backup agent in a client in response to a backup generation for the client, the backup generation is specified by the lifecycle policies; using the backup agent: generating a backup including backup data for the client and backup metadata that associates portions of the backup data with respective persons; and storing the backup in backup storage based on the lifecycle policies.

Abstract: A building control device includes a controller for controlling one or more building control components, the controller configured to generate building control information and/or consume building control information. The building control device includes an MQTT component that is operatively coupled to the controller, the MQTT component for publishing outgoing building control information generated by the controller and/or subscribing to incoming building control information for consumption by the controller over an IP network. A MUD component is for use in advertising one or more specifications for the building control device on the IP network.

Abstract: A system and method for updating a component of a virtual computing system in a hyperconverged system includes installing, by a processor executing computer-readable instructions stored on a memory of a lifecycle manager of the virtual computing system, a software package on a node of the virtual computing system for updating the component of the virtual computing system, and booting, by the processor, the component into an update environment based on the software package. The software package decouples a dependency of the lifecycle manager on the update environment. The system and method also include updating, by the processor, the component in the update environment and booting, by the processor, the component out of the update environment into an operating environment upon completion of the update of the component.

Abstract: A method of self-training WaveNet includes receiving a plurality of recorded speech samples and training a first autoregressive neural network using the plurality of recorded speech samples. The trained first autoregressive neural network is configured to output synthetic speech as an audible representations of a text input. The method further includes generating a plurality of synthetic speech samples using the trained first autoregressive neural network. The method additionally includes training a second autoregressive neural network using the plurality of synthetic speech samples from the trained first autoregressive neural network and distilling the trained second autoregressive neural network into a feedforward neural network.

Abstract: The present subject matter is related to a content-generation method in a computing-environment based on artificial neural network (ANN) such as generative adversarial network (GAN). An external-input for generation of content may be received by a Generative adversarial network (GAN); the GAN may be configured to operate in respect of a plurality of target domain attributes (TDA) for a target domain. A plurality of target domain attribute (TDA) may shortlisted from the plurality of TDA based at least one of the external input and one or more clusters associated with the plurality of TDA. Data may be interpolated within a latent space defined by representations of the shortlisted TDA.

Abstract: Devices, methods, and systems for monitoring and/or assessing compliance with infectious disease guidance for reducing infectious disease transmissions are described herein. The systems may include sensing devices at or within a facility and computing devices to compare data based on outputs from the sensing devices with guidance and/or recommendations for mitigating infectious disease transmission. Various compliance parameters may be identified as being relevant to the guidelines and measurable with outputs from the sensing devices. Various compliance parameters may be identified as being relevant to the guidelines, but not measurable with outputs from the sensing devices. The compliance parameters may be individually scored or scored in groups, including the compliance parameters not measureable with outputs from the sensing devices, and a score relative to a facility or group of facilities may be provided. The scores may be presented to via a dashboard.

Abstract: A circuit comprises a scan chain comprising one or more multi-bit flip-flops, a plurality of multiplexers, and new scan enable signal generation circuitry. Each of the plurality of multiplexers is associated with a particular bit of the one or more multi-bit flip-flops with an output of the each of the plurality of multiplexers coupled to a data input of the particular bit, which is configured to select, based on a scan direction control signal, between an input signal from functional circuitry of the circuit and an input signal from a data output of a bit of the scan chain immediately following the particular bit in a normal scan shift direction. The new scan enable signal generation circuitry is configured to generate a new scan enable signal for the one or more multi-bit flip-flops based on the scan direction control signal and a scan enable signal for the scan chain.

Abstract: Compositions comprising Group V/III nanowires, and methods of making such nanowires are described. Some compositions comprise one or more core-shell nanowires comprising a core and a first shell surrounding or substantially surrounding the core. The core is formed from GaAs(1-y)Sby, where y=about 0.03-0.07 and the first shell is formed from GaAs(1-x)SbxN, where x=0.27-0.34. The nanowires have an average emission maximum of 1.4-1.7 ?m. Some nanowires further comprise a second shell surrounding or substantially surrounding the first shell. The second shell is formed from a Group V/III material such as Ga1-mAlmAs, where m=0-0.2. Some nanowires have the structure GaAs(0.93-0.97)Sb(0.03-0.07)/GaAs(0.66-0.73)Sb(0.27-0.34)N/Ga(0.8-1)Al(0-0.2)As.

Abstract: Embodiments of the present disclosure are directed to hydrogen-selective oxygen carrier materials and methods of using hydrogen-selective oxygen carrier materials. The hydrogen-selective oxygen carrier material may comprise a core material, which includes a redox-active transition metal oxide; a shell material, which includes one or more alkali transition metal oxides; and a support material. The shell material may be in direct contact with at least a majority of an outer surface of the core material. At least a portion of the core material may be in direct contact with the support material. The hydrogen-selective oxygen carrier material may be selective to combust hydrogen in an environment that includes hydrogen and hydrocarbons.

Abstract: According to one or more embodiments described herein, a method for dehydrogenating hydrocarbons may include passing a hydrocarbon feed comprising one or more alkanes or alkyl aromatics into a fluidized bed reactor, contacting the hydrocarbon feed with a dehydrogenation catalyst in the fluidized bed reactor to produce a dehydrogenated product and hydrogen, and contacting the hydrogen with an oxygen-rich oxygen carrier material in the fluidized bed reactor to combust the hydrogen and form an oxygen-diminished oxygen carrier material. In additional embodiments, a dual-purpose material may be utilized which has dehydrogenation catalyst and oxygen carrying functionality.

Abstract: A remote agent for providing data protection services includes persistent storage and a backup manager. The persistent storage stores lifecycle policies. The backup manager updates an asset catalog using an asset map associated with a virtual machine; generates a lifecycle policy of the lifecycle policies using the asset catalog; and generates a backup for the virtual machine using the lifecycle policy. The lifecycle policy prioritizes generating the backup for the virtual machine over generating a second backup for a second virtual machine.

Abstract: This application discloses a computing system implementing an automatic test pattern generation tool can generate test patterns to apply to a reversible scan chain in an integrated circuit. The reversible scan chain can be configured to serially load and unload the test patterns in multiple directions to generate test responses. The computing system can implement a defect diagnosis tool to detect a presence of a suspected defect associated with the reversible scan chain based on the test responses, identify which of the multiple directions used to load and unload the test patterns corresponds to the suspected defect in the reversible scan chain based on the test responses, and determine a portion of the integrated circuit to inspect for a manufacturing fault corresponding to the suspected defect based, at least in part, on the identification of which of the multiple directions corresponds to the suspected defect in the reversible scan chain.

Abstract: A multi-layer consumption unit estimation (CUE) stack may generate a consumption preview for prescribing cloud computing resource utilization. An input layer of the CUE stack may obtain computing resource utilization tracking data, consumption metric data, application execution tracking data, and computing resource reservation data for a set of computing resources. A configuration layer of the CUE stack may determine a CUE interval and determine consumption metric modifiers for a selected identity associated with the set of computing resources. A CUE engine layer may generate a consumption preview by advancing a dynamic consumption credit input/output flow analysis and executing a direct utilization consumption determination.