Abstract: Network communication events are filtered to remove the network communication events having a predicted unrelatedness to beaconing. Each network communication event has a timestamp, a source entity, and a destination entity. The filtered network communication events are aggregated by unique source entity-destination entity pairs. For each unique source entity-destination entity pair, the network communication events are timestamp-sorted, time differentials between the timestamps of adjacent network communication events are calculated, and a beacon likelihood metric is calculated from the calculated time differentials. Which of the unique source entity-destination entity pairs are indicative of beaconing are identified based on the beacon likelihood metric calculated for each unique source entity-destination entity pair.

Abstract: Various aspects of a system and method to provide driving assistance to safely overtake a vehicle are disclosed herein. In accordance with an embodiment, an electronic control unit used in a first vehicle is configured to detect a second vehicle in front of the first vehicle. A first position associated with the first vehicle and a second position associated with the detected second vehicle is determined for a first time instance. It may be determined whether a lateral distance between the determined first position and the determined second position is below a pre-defined threshold distance. A first alert is generated when the determined lateral distance is below the pre-defined threshold distance.

Abstract: The compounds of Formula I, Formula Ia, and Formula Ib are described herein along with their analogs, tautomeric forms, stereoisomers, polymorphs, hydrates, solvates, pharmaceutically acceptable salts, pharmaceutical compositions, metabolites, and prodrugs thereof. These compounds inhibit PRMT5 and are useful as therapeutic or ameliorating agent for diseases that are involved in cellular growth such as malignant tumors, schizophrenia, Alzheimer's disease, Parkinson's disease and the like.

Abstract: Embodiments disclosed herein provide systems and methods for quarantining communications at a network edge by routing traffic through a specialized network edge system. In a particular embodiment a method provides, identifying criteria indicating whether certain network traffic should be handled by the specialized network edge system. The method further provides receiving first information about first network traffic received at a first network edge system for a communication network. In response to determining, based on the first information, that the first network traffic satisfies the criteria, the method provides routing the first network traffic through the specialized network edge system.

Abstract: Electronic conferences allow participants to join lectures, meetings, and other events remotely via connection of a computing device to a network. The quality received by each node may not be ideal, or even satisfactory. Presenters of the conference content are made aware of the state of the participants by determining, at the end device receiving the conference, a quality of the conference. A monitoring node, such as a communication device utilized by a presenter, may then provide indications of the quality received.

Abstract: According to examples, an apparatus may include a processor and a non-transitory computer readable medium on which is stored machine readable instructions that may cause the processor to identify Internet protocol (IP) addresses and connection attributes associated with the IP addresses. The instructions may also cause the processor to train a machine learning model using the IP addresses as inputs to the machine learning model and connection contexts as outputs of the machine learning model. The machine learning model may learn a first weight matrix corresponding to the IP addresses and a second weight matrix corresponding to the connection contexts. In addition, the connection contexts may be concatenations of the connection attributes associated with a corresponding IP address.

Abstract: Silane-functionalized compositions comprising a polymeric brominated flame retardant with a weight average molecular weight (Mw) of equal to or greater than (?) 1,000 g/mol exhibit improved burn and crush strength properties as compared to silane-functionalized compositions alike in all aspects except that the Mw of the brominated flame retardant is less than (<) 1,000 g/mol.

Abstract: Synthetic liposomal nanoparticles comprising a cell-free transcription and translation machinery, a plasmid encoding a cytokine, and a regulatable caged ATP molecule, as well as microparticles encasing the synthetic liposomal nanoparticles and methods of making and using the synthetic liposomal nanoparticles, are described herein. These liposomal nanoparticles may be used for the controlled release o a cytokine within a localized environment of, for example a tumor, as part of a therapeutic treatment of cancer, or for localized treatment at a focus of interest of an autoimmune disease, an allergic reaction or hypersensitivity reaction, a localized site of an infection or infectious disease, a localized site of an injury or other damage, a transplant or other surgical site, or a blood clot. Further, microparticles produced by encapsulating hundreds of liposomal nanoparticles, and their therapeutic uses, are also described.

Abstract: Moisture-crosslinkable compositions having an alkoxysilane functionalized ethylenic polymer, a polymeric brominated flame retardant, antimony trioxide, and a silanol condensation catalyst. The polymeric brominated flame retardant and the antimony trioxide are present in quantities sufficient to provide a molar ratio of antimony to bromine (Sb/Br) in the range of from 0.79 to 1.70. Additionally, the polymeric brominated flame retardant and the antimony trioxide are present in the composition in a combined amount of greater than 35 wt %. Such moisture-crosslinkable compositions are suitable for use in preparing crosslinked articles of manufacture, such as for wire-and-cable applications.

Abstract: An embodiment includes activating, responsive to receiving an update notification, an update mode of a mobile device, wherein the activating of the update mode includes disabling a primary communication interface and enabling a secondary communication interface, and wherein the update notification includes notification of a software update available for the mobile device. The embodiment also includes initiating execution of the software update on the mobile device while the mobile device remains in the update mode. The embodiment also includes deactivating, responsive to completing the software update, the update mode of the mobile device, wherein the deactivating of the update mode includes enabling the primary communication interface and disabling the secondary communication interface.

Abstract: Techniques for configuring an entity are disclosed. The techniques include generating, based on multiple sets of features inputted into a machine learning model, predictions of multiple sets of performance metrics for multiple configurations of the entity. The techniques also include calculating a change in efficiency between each configuration in the multiple configurations and the base configuration based on a first set of performance metrics for the base configuration and a second set of performance metrics generated by the machine learning model for the configuration. The techniques further include determining, based on values of the change in efficiency calculated for the multiple configurations, a second set of configuration values with a highest increase in efficiency over the base configuration. The techniques additionally include causing the second set of configuration values to be outputted in association with the entity.

Abstract: Disclosed is a wind turbine blade and a method for its manufacture. A lower shell part and an upper shell part are provided, each shell part having a leading edge end and a trailing edge end. A flatback profile component and web for connecting an inner surface of the lower side shell part with an inner surface of the upper side shell part are connected. The assembly which comprises the flatback profile component and the at least one web are placed on the lower shell part and the upper shell part is mounted. The wind turbine blade comprises a flatback profile component being arranged at the trailing edge, wherein the flatback profile component is coupled by at least one distance holder with at least one web, wherein the web couples the interior surface of the upwind side shell part with the interior surface of the downwind side shell part.

Abstract: Method and system for generating a service proposal response. The method comprises receiving (301) a request for service proposal indicative of a type of service requested, collating (303) data from a plurality of repositories based on the type of service requested, extracting (305) required information from the collated data, creating (307) a discrete stack for the extracted information for the data collated from each of the plurality of repositories, processing (309) each of the discrete stack to add a context to the extracted information, filtering (311) each of the processed discrete stack by applying at least one of a Natural Language Processing (NLP) technique and deep learning technique to create a knowledge container, and dynamically generating (313), using the filtered information with the key insights, the service proposal response for the type of service requested.

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: Various embodiments described herein relate to remote monitoring and management of assets from a portfolio of assets. In this regard, a request to generate a dashboard visualization associated with a portfolio of assets is received. The request includes an asset descriptor that describes one or more assets in the portfolio of assets. In response to the request, aggregated data associated with the portfolio of assets is obtained based on the asset descriptor. Contextual data is determined for the portfolio of assets based on attributes for the aggregated data. Based on the contextual data, prioritized actions for the portfolio of assets are determined. Furthermore, the dashboard visualization is provided to an electronic interface of a computing device, the dashboard visualization comprising the prioritized actions for the portfolio of assets. In certain embodiments, the dashboard visualization is configured to provide remote control of at least one asset based on the prioritized actions.

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: A tamping assembly for a capsule filling machine is provided. The tamping assembly comprising a dosing disc provided with a plurality of sets of through vertical passages placed substantially equidistantly around the periphery thereof; a bottom plate disposed below the dosing disc, the bottom plate having an open region aligned with a carousel of the capsule filling machine disposed adjacent to the tamping assembly, and a set of apertures aligned with at-least one set of through vertical passages of the dosing disc; a plurality of sets of top tamping plungers disposed above the dosing disc, each set of top tamping plungers configured to be driven downwards for pressing a powdered product in the vertical passages from the top; and at-least one set of bottom tamping plungers disposed below the bottom plate and configured to be driven upwards for pressing the powdered product in the vertical passages from the bottom.

Abstract: A method for execution by a storage unit of a dispersed storage network (DSN) includes receiving a data slice for storage. A first bin that includes the data slice is generated and stored in a first location of a memory device of the storage unit, and a bin pointer that includes a reference to the first location is generated. A revision of the data slice is later received, and a second bin that includes the revised data slice is generated and stored in a second location of the memory device. A modified bin pointer is generated by editing the bin pointer to include a reference to the second location. A back pointer that references the first location is generated in response to commencing writing of the revised data slice. The back pointer is deleted in response to determining that the revised data slice has reached a finalized write stage.

Abstract: A method and related apparatus adaptively control snapshot replication of a plurality of server snapshots in a multi-tenant public cloud using snapshot service. A plurality of snapshot requests are received from a plurality of clients in the multi-tenant public cloud and are each associated with a service level agreement (SLA). The SLA includes a corresponding completion deadline and a slippage penalty. A probabilistic model calculates, for active snapshot flows, a completion time for each of the snapshot requests. If any of the predicted completion times exceed their corresponding completion deadlines, a possible MISS event is produced for an associated first snapshot. The snapshot controller component, in response to producing the possible MISS event, minimizes a probability of breaching fulfillment times for the multi-tenant cloud. The slippage penalty is calculated for each of the plurality of snapshot requests. A second snapshot is identified from among the plurality of snapshot requests.

Abstract: A contactless laundry treating apparatus may include a cabinet having a front panel defining an access opening configured to receive laundry items, door attached to the front panel via a hinge assembly, where the hinge assembly may include a hydraulic system arranged on an interior of the front panel within the cabinet configured to engage with a connecting hook arranged within the door to selectively apply an outward force on the connecting hook to open the door and an inward force on the connecting hook to close the door.