Abstract: Techniques for recommending plans to remediate a network topologies are disclosed. The techniques include logging network topology information identifying relationships between entities in a network topology over a number of time periods. The techniques also include, using the logged network topology information, predicting characteristics of the network at a future time period. The techniques further include computing a signature based on the predicted characteristics and, using the signature, determining whether the predicted characteristics meet remediation criteria. Additionally, the techniques include, in response to determining the predicted characteristics meet the remediation criteria, determining a remediation plan for the current network topology and presenting the plan to a user.

Abstract: Method for determining a hydraulic fluid parameter of a hydraulic clutch for a transmission of a vehicle, comprising receiving from a sensor a measurement of the hydraulic fluid parameter; receiving a further parameter different from the hydraulic fluid parameter; estimating the hydraulic fluid parameter based on at least the obtained further parameter; and comparing the received sensed hydraulic fluid parameter with the estimated hydraulic fluid parameter.

Abstract: An enterprise's data source relevant to their customers is obtained at predefined intervals of time. The data is processed through classification machine learning models (MLMs) and labeled with features. The labeled data is provided as input to an attrition predicting MLM and one or more lists are provided as output identifying customers likely to leave the enterprise and customers with a high likelihood of remaining with the enterprise when provided an incentive to do so. The one or more lists are provided to enterprise interfaces and/or promotion systems for mitigating customer attrition. In an embodiment, results for the attrition predicting MLM are compared against results predicted by a Recency, Frequency, Monetary (RFM) analyzer in view of subsequent actual observed results for the customers with the enterprise. A continuous feedback loop for retaining the attrition prediction MLM is processed based on the comparison to improve the prediction MLM's F1 accuracy metric.

Abstract: Embodiments relate to an integrated circuit of an electronic device that coordinates activities with another integrated circuit of the electronic device. The integrated circuit includes an interface circuit and a processor circuit. The interface circuit communicates over a multi-drop bus connected to multiple electronic components. The processor circuit receives an authorization request from the integrated circuit via the interface circuit and the multi-drop bus. The received authorization request relates to authorization to perform an activity on the other integrated circuit. In response to receiving the authorization request, the processor circuit determines whether the other integrated circuit is authorized to execute the activity.

Abstract: Disclosed is an improved approach to handle recovery failures associated with fatal recovery processes. A software crash is prevented when a program has a failure that would typically crash the software, involving analyzing the failure in an operation, accumulating the failure information, clearing the failure (hence preventing the immediate crash), and not performing the desired operation until the root cause of the failure is fixed.

Abstract: Disclosed is an approach to autonomously abort a lower priority transaction that is blocking a higher priority transaction, where the lower priority transaction is holding a lock on a resource for which there is contention. Some approaches also provide an efficient way to implement identification of a blocker transaction, which drastically reduces the response time to abort the blocker transaction.

Abstract: A system facilitating scaling of topics is provided. During operation, the system can suspend a stateful application of a topic and a stateful backup topic on an event-driven platform. The topic corresponds to a stream of events associated with the application. The system can modify configuration at the platform to allow a new set of partitions of the topic and a new set of backup partitions of the backup topic. The system can identify a state of event records from the application in a previous backup partition and identify a new backup partition allocated to the application. If they are different, the system can transfer the state to the new backup partition. The system can resume the application for generating an updated state, which is maintained at the new backup partition, based on the state and subsequent event records associated with the application.

Abstract: Systems, methods, and devices that relate to steering of Fixed Wireless Access (FWA) traffic to frequency bands or layers corresponding to the characteristics of the FWA traffic are disclosed. In one example aspect, a method for telecommunication includes determining, by a communication device, a characteristic associated with traffic of a Fixed Wireless Access (FWA) device. The characteristic indicates at least one of a downlink usage pattern, an uplink usage pattern, or a latency requirement associated with the traffic of the FWA device. The method includes determining, by the communication device, a frequency layer allocated for the traffic of the FWA device, selecting, by the communication device, an alternative frequency layer for the traffic of the FWA device based on the characteristic associated with the traffic; and redirecting, by the communication device, the traffic of the FWA device to the alternative frequency layer.

Abstract: The present invention relates to liquid pharmaceutical compositions of edaravone. More specifically, stable solutions of edaravone for enteral administration are provided, wherein the composition is stable for extended period of time. The present invention further relates to stable solutions of edaravone, methods for their administration, processes for their production, and use of these compositions for treatment of diseases treatable by edaravone.

Abstract: A method and system for artificial intelligence (AI) powered contextual recommendations of digital content. The method includes receiving an input, associated with a virtual environment, at a client device. The method also includes generating image embeddings based on an image representation of the virtual environment. The method also includes analyzing the virtual environment to identify one or more digital content included in the virtual environment based on the image embeddings. The method also includes determining a context of the virtual environment based on the one or more digital content. The method also includes determining a context of the virtual environment based on the one or more digital content and generating a recommendation based on the context.

Abstract: A drone-survey measurement-based inundation probability forecast and flood hazard vulnerability measuring system and method. Location-specific elevation data are measured by drones of the measuring system, the measured location-specific elevation data being transmitted to an inundation engine for forecasting flood hazard vulnerability zones and risk zones based on the measured location-specific elevation data depending on return periods or inundation heights of a flood hazard.

Abstract: A mounting system for a solar panel module includes a first mount for supporting a solar panel module a first distance above a surface and a second mount for supporting the solar panel module a second distance above the surface. The first mount includes a receptacle to receive a first side of the solar panel module and one or more prongs to engage the solar panel module along the first side. The second mount includes a receptacle to receive a second side of the solar panel module, opposite the first side of the solar panel module, and one or more prongs to engage the solar panel module along the second side.

Abstract: A system for monitoring a health condition of a component is provided. The system includes a sensor network comprising a transmitter and a plurality of receivers. Each receiver is configured to receive an electromagnetic signal from the transmitter. A communications interface module is configured to receive an output signal from the transmitter. A computing system includes one or more memory devices and one or more processors. The one or more memory devices is configured to store instructions that, when executed by the one or more processors, causes the one or more processors to execute operations.

Abstract: The present invention discloses an improved process for preparing enriched extracts containing Mitragynine from the plant Mitragyna speciosa. The present invention discloses simple processes for preparing such enriched extracts of Mitragynine from Mitragyna speciosa using simple and commonly available solvents and inexpensive techniques. More particularly, the present invention relates to preparation of Mitragynine enriched extract using alkaline water solution.

Abstract: The present disclosure relates to systems, devices, and methods for integrating enterprise assets with a web experience of enterprise users. The systems, devices, and methods may receive a query from an enterprise user and may provide the query to a search engine. The systems, devices, and methods may receive search results and may enrich the search results with one or more enterprise assets related to the search results. The systems, devices, and methods may present a search webpage with the search results and the one or more enterprise assets.

Abstract: Disclosed is a data processing apparatus (104) including a key memory (123) to store a list of cryptography keys, a key USB subunit (132) to enable receiving one or more cryptography keys from a user to generate an updated list of cryptography keys, a cryptography unit (122) to encrypt first data to generate second data based on a cryptography key randomly selected from the updated list of cryptography keys, and decrypt the second data to generate the first data, based on the key, and a USB subunit (130) to enable exchange of the first data between a first external device (104) and the cryptography unit (122), and the second data between a second external device (106) and the cryptography unit (122). The data processing apparatus (102) is implemented on at least one of, a Field Programmable Gate Array (FPGA) and Application Specific Integrated Circuits (ASICs).

Abstract: The present disclosure relates to electronic devices that provide walkie-talkie service. One example electronic device includes a communication chip including a Bluetooth circuit for supporting Bluetooth communication, and a processor including a walkie-talkie circuit for performing a walkie-talkie operation with a walkie-talkie group, including a plurality of Bluetooth devices, by using the Bluetooth circuit. The walkie-talkie circuit includes a walkie-talkie control circuit configured to generate setting information related to the walkie-talkie operation, and a walkie-talkie processing circuit configured to set values of parameters of a plurality of operations for the walkie-talkie operation based on the setting information, and generate second walkie-talkie data by processing first walkie-talkie data received from the walkie-talkie group through the plurality of operations.

Abstract: There is disclosed a computer-implemented system and method of analyzing a batch of objects, including bucketizing the batch of objects into a plurality of buckets according to a feature of the objects; for objects within a batch, performing malware analysis on the objects to assign a malware analysis score, and adjusting the malware analysis score based on the batch; and performing respective security actions on the objects within the batch, based on the adjusted malware analysis score.

Abstract: Provided herein are techniques to facilitate enhanced cloud access security broker (CASB) functionality via in-band application observability in which a CASB can be implemented in-line between the client device and an embedded application security service. In one instance, a method may include, obtaining, by a CASB from a client device, a first message for an application transaction involving an application operating via the client device. The first message can be augmented to include first security metadata and can be forwarded to trigger one or more actions by an embedded application security service associated with the application. The CASB may obtain a second message from the embedded application security service that includes second security metadata, and one or more actions can be triggered at the CASB based, at least in part, on the second security metadata included in the second message.

Abstract: The present disclosure is directed to a voltage driver, where a combination of first and second resistance blocks controls a differential voltage swing on the outputs of the voltage driver. Variations of an input voltage are compensated by adding different values of the first resistance block to the second resistance block, while keeping a summation of the first and second resistance blocks at a constant value. Three different circuit diagrams are disclosed to generate these different resistances. In each circuit diagram, one or more control signals change the resistance of the combination of first and second resistance blocks. In some embodiments, the value of the second resistance block is changed by the first resistance block to maintain an impedance matching between a transmitter and a receiver, while changing of the first resistance block compensates for the differential voltage swing.