Abstract: Techniques described herein relate to a method for performing data protection services for data stored in a shared storage. The method may include identifying, by a primary data node, a protection policy event initiating performance of data protection services for data stored in the shared storage used by the primary data node and secondary data nodes; in response to identifying the protection policy event: obtaining primary data node monitoring information associated with the primary data node; obtaining secondary data node monitoring information associated with the secondary data nodes; assigning at least one resource limit to the primary data node and the secondary data nodes based on the primary data node monitoring information and the secondary data node monitoring information; and initiating performance of the data protection services by the primary data node and the secondary data nodes based on the assigned at least one resource limit.

Abstract: A backup storage for providing backup services includes storage and a compliance manager. The storage includes backups. The compliance manager obtains a compliance request for data; makes a determination, in response to obtaining the compliance request, that the data is stored as part of a backup of the backups; in response to making the determination: deletes linking data that associates a portion of a compliance sensitive data portion stored in backup metadata of the backup with a portion of modified backup data of the backup to make the linking data unavailable; and removes the modified backup data using garbage collection.

Abstract: A kit includes hand-held sensors that are each configured to measure one or more of the healthy building parameters and a portable device that is configured to capture the measured current values of the one or more of the healthy building parameters that were measured using the hand-held sensors and to determine a healthy building score and one or more recommendations for improving the healthy building score of the building. The portable device is configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via a user interface of the portable device.

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 computing device for storing backups of virtual machines includes a persistent storage and a backup manager. The persistent storage stores backup policies. The backup manager identifies an end of a backup generation session for a virtual machine of the virtual machines and, in response to identifying the end of the backup generation session, identifies a continuity chain implicated by the backup generation session using the backup policies; performs a membership analysis of the identified continuity chain to identify a continuity state of the continuity chain; makes a first determination that the identified continuity chain is broken based on the identified continuity state; and, in response to the first determination, remediates the continuity chain.

Abstract: A kit includes hand-held sensors that are each configured to measure one or more of the healthy building parameters and a portable device that is configured to capture the measured current values of the one or more of the healthy building parameters that were measured using the hand-held sensors and to determine a healthy building score and one or more recommendations for improving the healthy building score of the building. The portable device is configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via a user interface of the portable device.

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: Appropriate ventilation for a building space while maintaining building comfort includes tracking one or more interior environmental conditions within the building space and one or more exterior environmental conditions outside of the building space during operation of the HVAC system. An environmental model for the building space is learned over time based at least in part on these tracked environmental conditions, where the environmental model predicts an environmental response of the building space to operation of the HVAC system under various interior and exterior environmental conditions. An appropriate ventilation rate that maintains adherence to one or more comfort parameters of the building space is determined by using the environmental model of the building space. The outdoor air ventilation damper of the HVAC system is controlled to provide appropriate ventilation.

Abstract: Appropriate ventilation for a building space while maintaining building comfort includes tracking one or more interior environmental conditions within the building space and one or more exterior environmental conditions outside of the building space during operation of the HVAC system. An environmental model for the building space is learned over time based at least in part on these tracked environmental conditions, where the environmental model predicts an environmental state of the building space in response to operation of the HVAC system under various interior and exterior environmental conditions. A maximum allowed ventilation rate that can be achieved without causing the HVAC system to compromise on any of one or more comfort conditions of the building space is predicted using the environmental model. The outdoor air ventilation damper of the HVAC system is then controlled to provide an appropriate ventilation up to or at the predicted maximum allowed ventilation rate.

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: An antifriction coating formulation composition is disclosed. The antifriction coating formulation composition contains (a) a resin and (b) a metal sulfide containing molybdenum and cobalt, and optionally (c) a solid lubricant other than the metal sulfide and (d) a solvent. A coated film formed from the antifriction coating formulation composition provides better wear resistance as well as good coefficient of friction.

Abstract: An aspect of the present disclosure facilitates performance of node management actions in a computing infrastructure having diverse node interfaces. In one embodiment, a configuration data is maintained, the configuration data specifying plugins designed to communicate with different node interfaces installed on the nodes of a computing infrastructure. The plugins are corresponding implementations of a common client interface. Upon receiving from the client application, via the common client interface, a management action to be performed on a desired node, the configuration data is inspected to identify a specific plugin corresponding to the node interface installed on the desired node. The node management action is then performed on the desired node using the identified specific plugin. Accordingly, the client application can be implemented agnostic to the specific node interfaces installed on a node.

Abstract: Techniques described herein relate to a methods and systems for asset classification, which may include: identifying, in a backup domain, a first asset and a second asset; performing a first analysis of the first asset to determine a set of first asset characteristics; performing a second analysis of the second asset to determine a set of second asset characteristics; creating a first asset group based on the first analysis and the second analysis, the first asset group comprising the first asset and the second asset; and assigning a first backup policy to the first asset group.

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.

Abstract: A wave launcher may include a printed circuit board (PCB) that includes a pin that receives a radio frequency (RF) signal. The wave launcher may include a cylinder configured to be electrically coupled to the pin and define an opening. The cylinder may receive the RF signal from the pin, form a transition from coplanar to Goubau line structure with a plate, and generate the surface wave. The wave launcher may include an insulator configured to be physically positioned within the opening and between the cylinder and a power line. The insulator may mechanically isolate the cylinder from the power line and permit the cylinder to launch the surface wave on the power line. The wave launcher may include the plate electrically coupled to a pad and may provide a reference for the pin and the cylinder. The pin and the cylinder may be physically positioned proximate the plate.

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: A method for managing a persistent storage system includes obtaining, by a first node in a node cluster, a write request, wherein the node cluster comprises the first node and a second node, processing the write request, storing data associated with the write request in a persistent storage system, updating a block-based change list based on the storing, making a first determination that a synchronization schedule is triggered, and in response to the first determination: initiating a block-based change list synchronization to the second node.

Abstract: A method and system for backup processes that includes identifying a target volume and identifying a number of available threads to back up the target volume. The elements in the target volume are distributed among the available threads based on a currently pending size of data in the threads. The elements are stored from each thread into a backup container, and merged from each of the backup containers into a backup volume.