Abstract: Methods, systems, and computer program products for processing cell samples and training machine learning models are disclosed. Some implementations relate to processing disease cell samples to obtain dynamic response data of the cell samples. Some implementations relate to training machine learning models for mapping therapeutics or stimuli to disease outcomes through dynamic response profiles.

Abstract: Antifungal compounds and, particularly, to antifungal compounds that are 4-amino-5-(4-fluoro-3-phenoxyphenyl)-4H-1,2,4-triazole-3-thiol derivatives and their use as antifungal agents.

Abstract: A method for energy-efficient state change detection and classification of streaming sequential data includes receiving via a first prediction model, sequential data from a sensor. The first prediction model determines a change in an activity state based on the sequential data. An indication that the activity state has changed is transmitted to a second prediction. The second prediction model determines an updated activity state based on the sequential data. The updated activity state is sent to the first prediction model, after which the second prediction enters an inactive state.

Abstract: An improved system and method are disclosed for improving functionality in software applications. In one example, the method includes a computing entity having a network interface, a processor, and a memory configured to store a plurality of instructions. The instructions include instructions for a superblock application having instructions for a function block included therein. The function block is configured to provide functions that are accessible to the superblock application via an application programming interface (API). The functions are provided within the superblock application itself and are accessible within the superblock application without switching context to another application on the computing entity.

Abstract: In one embodiment, a system for managing communication connections in a virtualization environment includes a plurality of host machines implementing a virtualization environment, wherein each of the host machines includes a hypervisor, at least one user virtual machine (user VM), and a distributed file server that includes file server virtual machines (FSVMs) and associated local storage devices. Each FSVM and associated local storage device are local to a corresponding one of the host machines, and the FSVMs conduct I/O transactions with their associated local storage devices based on I/O requests received from the user VMs. Each of the user VMs on each host machine sends each of its representative I/O requests to an FSVM that is selected by one or more of the FSVMs for each I/O request based on a lookup table that maps a storage item referenced by the I/O request to I/O the selected one of the FSVMs.

Abstract: Some embodiments provide a program that retrieves a set of notifications describing failures that occurred on a set of monitored devices. The program further determines a set of topics based on the set of notifications. The program also determines failure modes associated with the set of topic from a plurality of failure modes defined for the set of monitored devices. The program further determines failure modes associated with the set of notifications based on the set of topics and the failure modes associated with the set of topics. The program also receives a particular notification that includes a particular set of words describing a failure that occurred on a particular monitored device in the set of monitored devices. The program further determines a failure mode associated with the particular notification based on the particular set of words and the determined failure modes associated with the set of notifications.

Abstract: Aspects of the present disclosure involve systems, methods, devices, and the like for segmentation of the processor architecture platform. In one embodiment, a system and method are introduced which enable the use of a segmented platform in an extended network. The segmented platform is introduced for processing using standardized plugins enabling the use of processing and services available at the segmented network. In another embodiment, processing on the segmented platform can include the integration of microservices for the completion of the transaction.

Abstract: The disclosure describes systems, methods, and media for generating real-time insights in a voice over internet protocol (VoIP) conversation. According to the methods, an application server receives a transcript of one or more voice utterances of a participant in the VoIP conversation, and identifies a context of the VoIP conversation and a first state of the context based on the transcript. The application server further receives an intent of the participant from a conversation artificial intelligence (AI) engine based on the transcript provided to the conversation AI engine. The application server further formulates one or more queries based on the intent, the context, and the first state of the context to retrieve one or more insights from one or more backend databases, and transmits the one or more insights to a terminal of at least one participants of the VoIP conversation for display.

Abstract: A processing system may obtain first inputs from at least one sensor device, where the first inputs comprise at least a first visual input, apply the first inputs to a monitoring model for monitoring a particular type of movement activity of a user, the monitoring model configured to detect at least one trigger condition, and obtain an output of the monitoring model in accordance with the first inputs, the output indicates the at least one trigger condition is detected. The processing system may next obtain second inputs from the at least one sensor device, the second inputs comprising at least a second visual input, apply the second inputs to a recovery model associated with the at least one trigger condition, obtain an output of the recovery model in accordance with the second inputs, the output indicating an advancement along a therapy progression, and present a notification of the advancement.

Abstract: Techniques are described that facilitate detecting and minimizing social and virtual threats using a communication network. In one example embodiment, method comprises identifying, by a system comprising a processor, incident locations associated with incident risks with based on user activities associated with the incident locations satisfying an incident risk criterion. The method further comprises determining, by the system, targeted surveillance protocols for the incident locations based on the identifying, comprising determining the targeted surveillance protocols based on respective types of the incident risks associated with the incident locations and respectively severities of the incident risks, wherein the targeted surveillance protocols specify usage of respective surveillance services performed by respective devices connected via a communication network.

Abstract: Aspects of the subject disclosure may include, for example, determining a personalized cloud service requirement based on a user identity and proximity to a first location. A first edge network is configured based on the personalized cloud service requirement and the first location, and the user is provided with access to a personalized cloud service via the configured first edge network according to their proximity to the first location. A second, different location is determined, and a second edge network is configured based on the personalized cloud service requirement and according to the second location. The user is provided with access to the personalized cloud service via the configured second edge network according to their proximity to the second location. In this manner, the edge network may be reconfigured to effectively follow the user, thereby extending remote access to a consistent, personalized cloud service. Other embodiments are disclosed.

Abstract: A battery charging system includes: an electric motor including stator coils; a battery; a charge port configured to receive power from charging stations by wire; first and second electrical conductors connected between the battery and the charge port; an inverter module including (a) inputs connected to receive power from the battery and (b) outputs connected to the electric motor; a third electrical conductor; and a switch configured to electrically connect and disconnect a first end of the third electrical conductor to and from the first electrical conductor, where the third electrical conductor includes a second end that is connected to at least one of the stator coils via one of the outputs of the inverter module.

Abstract: A system and method for recommending intelligent railway network access plans and modified access plans based on current status of execution of tasks and train timetables. Herein, the system and method need to consider multiple variables including train timetable changes, activity efficiencies etc. to derive an overall optimum access management solution for the railway network. They can interface with existing operational timetables and cost management systems by using existing data sets for operations and cost data. The cost data is manipulated to identify fixed and variable costs and variability of variable costs with access duration and activity bundling. A trade-off between cost and value is considered which results in a longer continuous time window being available for maintenance, less visits to same location to complete a maintenance task, less time spent in setup/unwind activities and higher labour utilization.

Abstract: Techniques are described that facilitate dynamically predicting and minimizing risks associated with performance of physical tasks. In one example embodiment, method comprises obtaining, by a system comprising a processor, current health status information regarding a current health status of an entity and task information regarding a task to be performed by the entity. The method further comprises determining, by the system, a personalized assessment of an ability of the entity to perform the task relative to an environment in which the task is to be performed based on the current health status information and the task information, and determining, by the system, risk information regarding a risk associated with performance of the task by the entity within the environment as a function of the personalized assessment.

Abstract: Systems and techniques are provided for calibrating tracking devices. For example, a process can include generating, at a primary tracking device of a tracking device network, pose information of the primary tracking device; obtaining relative pose information of a secondary tracking device of the tracking device network, wherein the relative pose information of the secondary tracking device comprises a relative position and orientation between the primary tracking device and the secondary tracking device; obtaining absolute pose information of the secondary tracking device using the pose information of the primary tracking device and the relative pose information of the secondary tracking device; and transmitting, at the primary tracking device, the absolute pose information to the secondary tracking device for performing a calibration action.

Abstract: Diet beverages containing at least one sweetener and certain magnesium and/or calcium salts, particularly magnesium and/or calcium C2-C9 organic acid salts, and optionally one or more taste modifying substances are provided. Use of the salts and optional taste modifying substances improves one or more taste attributes of the beverage, thereby improving the flavor profile.

Abstract: System and method for determining positional and activity information of a mobile device in synchronization with the wake-up period of the mobile device to perform antenna beam management and adjusting the wake-up period based on the positional and activity information of the mobile device. A mobile device comprises: a memory; at least one sensor for detecting data: a processor communicatively coupled to the memory, the processor is configured to: synchronize the at least one sensor with a wake-up period of the mobile device; receive the data detected by the at least one sensor; determine positional information based on the received data; determine activity information based on the received data; estimate a forward position of the mobile device based on the positional information and the activity information; and perform a management of antenna beams of the mobile device based on the positional information, the activity information and the forward position.

Abstract: Benzylidene derivatives of fenobam compounds, a method of synthesizing said compounds, a pharmaceutical composition comprising said compounds and a suitable carrier, and a method of using the compounds. The benzylidene derivatives of fenobam, identified as COX-1 and COX-2 inhibitors, are useful as anti-inflammatory agents.

Abstract: A method includes receiving input data including a plurality of feature vectors and labeling each feature vector based on a temporal proximity of the feature vector to occurrence of a fault. Feature vectors that are within a threshold temporal proximity to the occurrence of the fault are labeled with a first label value and other feature vectors are labeled with a second label value. The method includes determining, for each feature vector of a subset, a probability that the label associated with the feature vector is correct. The subset includes feature vectors having labels that indicate the first label value. The method includes reassigning labels of one or more feature vectors of the subset having a probability that fails to satisfy a probability threshold and, after reassigning the labels, training an aircraft fault prediction classifier using supervised training data including the plurality of feature vectors and the labels.

Abstract: A system and method for managing a conference call using a selective transmission unit (STU) to manage multiple client devices participating in the conference call. In one example, the STU uses video transmission parameters and video reception parameters from each of the client devices to control which video streams are sent by the client devices to the STU. The STU then sends particular received video streams to each of the client devices based on the video reception parameters of the respective client device.