Abstract: The disclosure is directed to an autonomous method for dynamically providing a security policy. A method for task allocation of aerial vehicles includes: generating a spot price for a task to be performed by at least one aerial vehicle; determining an expected time for completion of the task by the at least one aerial vehicle; comparing a received bid to the spot price; and performing the task using the at least one aerial vehicle if the bid is greater than the spot price.

Abstract: The invention is directed to a combined naphtha hydrotreating (NHT) and isomerization process scheme, which includes dividing wall columns (DWC) that replace multiple distillation columns and allow optimized heat integration within the system. The disclosed design provides reductions in both capital and energy costs compared to conventional schemes.

Abstract: A machine learning assessment system is provided. The system identifies multiple datasets and multiple machine learning (ML) modeling algorithms based on the client profile. The system assesses a cost of data collection for each dataset of the multiple datasets. The system assesses a performance metric for each ML modeling algorithm of the multiple modeling algorithms. The system recommends a dataset from the multiple datasets and an ML modeling algorithm from the multiple ML modeling algorithm based on the assessed costs of data collection for the multiple datasets and the assessed performance metrics for the multiple ML modeling algorithms.

Abstract: A method for execution by a dispersed storage and task (DST) processing unit includes: generating an encoded data slice from a dispersed storage encoding of a data object and determining when the encoded data slice will not be stored in local dispersed storage. When the encoded data slice will not be stored in the local dispersed storage, the encoded data slice is stored via at least one elastic slice in an elastic dispersed storage, an elastic storage pointer is generated indicating a location of the elastic slice in the elastic dispersed storage, and the elastic storage pointer is stored in the local dispersed storage.

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: Systems and methods provide for managing a power consumption policy for a powered device. A network controller may be configured to receive power consumption information for a powered device (PD) connected to power sourcing equipment (e.g., a PSE device), calculate a predicted threshold for the PD based on the power consumption information for the PD, and transmit the predicted threshold for the PD to the PSE device. Power sourcing equipment is configured to calculate power consumption information for the PD, transmit the power consumption information for the PD to the network controller, receive a predicted threshold for the PD, and implement a power consumption policy for the PD based on the predicted threshold.

Abstract: Methods, systems, and computer program products for dynamically managing predicate expression columns in an encrypted database are provided herein.

Abstract: The present disclosure describes membrane compositions and methods for preparing membrane compositions. In particular, the methods employ a layer-by-layer approach to membrane preparation. The membrane compositions provide significantly enhanced membrane performance over existing commercial membranes, particularly in terms of permeability and selectivity.

Abstract: Systems and methods are disclosed for provisioning software in computing networks. For example, methods may include invoking one or more discovery probes; retrieving software usage data based at least on the one or more discovery probes; determining software usage predictions based on the software usage data; allocating, based on the software usage predictions, per user software entitlements and per device software entitlements to obtain an allocation of software entitlements; and invoking installation or uninstallation of software responsive to the allocation of software entitlements.

Abstract: Mobile devices executing applications utilize data services worldwide. Testing of the applications for networking issues is facilitated by utilizing a test network having proxy devices placed at different physical locations. A tester may use the test network to direct traffic to and from an application under test to one of the proxy devices. Using the proxy device, the traffic is then exchanged with a real-world network, such as a cellular data network, at the different locations. The tester may thus test operation of the application under test in real-world conditions at a variety of different physical locations. The system may include a proxy host device with an intermediate module to establish Virtual Private Network (VPN) connections and to capture VPN data, including VPN protocol data, session data, and other data. The VPN data may be provided to a network system to analyze performance of an application under test.

Abstract: A system and method for communicating events between applications. A first application receives event information for an event. A first action is performed by the first application in response to receiving the event information. The first application generates an event message comprising an event name and a message payload. The message payload comprises at least a portion of the event information. The first application publishes the event message by sending the event message to an event message pipeline. A second application may listen for the event message in the event message pipeline, receive the event message from the event message pipeline, and use the message payload to perform a second action, wherein the second action is different from the first action.

Abstract: Apparatuses, systems, method, reagents, and kits for conducting assays as well as process for their preparation are described. They are particularly well suited for conducting automated analysis in a multi-well plate assay format.

Abstract: Techniques for selectively removing a metal or conductive material during processing of a semiconductor die for high-voltage applications are provided. In some embodiments, the techniques treat a metallized semiconductor die to transfer a feature from a patterned photoresist layer deposited on the metallized semiconductor die. In addition, the patterned metallized semiconductor die can be subjected to an etch process to remove an amount of metal according to the feature in the pattern, resulting in a treated metallized semiconductor die that defines an opening adjacent to at least a pair of neighboring metal interconnects in the die. The treated metallized semiconductor die can be further treated to backfill the opening with a dielectric material, resulting in a metallized semiconductor die having a backfilled dielectric member.

Abstract: Embodiments of the disclosure extract annotations from web pages. The annotations are combined with search results and/or advertisements to allow the user to better understand the content of the search result or advertisement landing web page. A visual snapshot of the web page is taken. Visual processing extracts information from the visual representation. The HTML for the web page is also analyzed and various pieces of information extracted. The information from the visual processing is combined with the information extracted from the HTML. The combined information is evaluated and information for the annotations are selected. The annotations are then combined with the search results and/or advertisements.

Abstract: A method and apparatus for a process chamber for thermal processing is described herein. The process chamber is a dual process chamber and shares a chamber body. The chamber body includes a first and a second set of gas inject passages. The chamber body may also include a first and a second set of exhaust ports. The process chamber may have a shared gas panel and/or a shared exhaust conduit. The process chamber described herein enables for the processing of multiple substrates simultaneously with improved process gas flow and heat distribution.

Abstract: In some examples, human centered computing based digital persona generation may include generating, for a digital persona that is to be generated for a target person, synthetic video files and synthetic audio files that are combined to generate synthetic media files. The digital persona may be generated based on a synthetic media file. An inquiry may be received from a user of the generated digital persona. Another synthetic media file may be used by the digital persona to respond to the inquiry. A real-time emotion of the user may be analyzed based on a text sentiment associated with the inquiry, and a voice sentiment and a facial expression associated with the user. Based on the real-time emotion of the user, a further synthetic media file may be utilized by the digital persona to continue or modify a conversation between the generated digital persona and the user.

Abstract: One embodiment provides a method, including: generating a plurality of ontologies wherein each ontology is generated by: monitoring interactions of a user with lineage information, wherein the monitoring comprises monitoring (i) filter interactions and (ii) access interactions; aggregating the monitored interactions of the user with monitored interactions of other users having a given business role; and generating an ontology for the given business role, wherein the subset comprises (i) event types, (ii) event constraints, (iii) event metadata, and (iv) event context; and upon a user having one of the plurality of business roles accessing lineage information on the data platform, providing a subset of the lineage information.

Abstract: Systems and methods described herein provide a network tool that discovers device configurations for selected enterprise sites and automatically organizes the data to assist users, so they can build intents for network function policies in enterprise networks. An intent builder performs device discovery of network function (NF) instances in a customer network; retrieves configuration elements from the NF instances; normalizes the configuration elements; and generates a graphical user interface with rule paths based on the configuration elements. The network device receives, via the graphical user interface, user input to map source Internet protocol (IP) addresses in the rule paths to a user label and to map destination IP address in the rule paths to an application label. Based on the user input, the network device presents, via the graphical user interface, consolidated intents and generates vendor-agnostic policy rules from the consolidated intents.

Abstract: First-order anomaly scores are received from related anomaly detectors. Each first-order anomaly score indicates a likelihood of an anomaly at a target system. A relatedness measure of the related anomaly detectors is determined, based on the first-order anomaly scores that have been received. A higher-order anomaly score is determined based on the relatedness measure that has been determined. The higher-order anomaly score indicates a likelihood of an anomaly at the target system. An anomaly at the target system is detected based on the higher-order anomaly score.

Abstract: A method by a computing device of a dispersed storage network (DSN) begins by determining whether alternate form data (AFD) exists for a data object. When the alternate form data does not exist, the method continues by identifying a content derivation function in accordance with an AFD policy of the DSN. The method continues by identifying a portion of the data object based on the content derivation function and identifying one or more sets of encoded data slices of a plurality of sets of encoded data slices corresponding to the portion of the data object. The method continues by generating at least a portion of the AFD based on the one or more sets of encoded data slices. The method continues by storing the at least a portion of the AFD within memory of the DSN in accordance with a storage approach.