Abstract: Techniques for an application watcher system that includes a plurality of watchers that obtain various types of application configurations and/or state data which is used to make networking decisions and drive networking operations. The watchers of the application watcher system may each be configured to communicate with an application orchestration system that manages the application and obtain different types of application configurations and/or state data. In some instances, the application watcher system may run on a network orchestrator of the network, or be in communication with the network orchestrator, and provide application configurations and/or state data to the network orchestrator to make networking decisions.

Abstract: Disclosed are systems, apparatuses, methods, and computer-readable media for providing security postures for a service provided by a heterogenous system. A method for verifying trust by a service node includes receiving a request for a security information of the service node from a client device, wherein the request includes information identifying a service to receive from the service node, identifying a related node to communicate with the service node based on the service, after identifying the related node, requesting a security information of the related node, generating a composite security information from the security information of the service node and the security information of the related node, and sending the composite security information to the client device. The composite security information provides security claims for a service implemented by a heterogenous devices that have different trusted execution environments.

Abstract: In various embodiments, a parameter domain graph application generates UV-net representations of 3D CAD objects for machine learning models. In operation, the parameter domain graph application generates a graph based on a B-rep of a 3D CAD object. The parameter domain graph application discretizes a parameter domain of a parametric surface associated with the B-rep into a 2D grid. The parameter domain graph application computes at least one feature at a grid point included in the 2D grid based on the parametric surface to generate a 2D UV-grid. Based on the graph and the 2D UV-grid, the parameter domain graph application generates a UV-net representation of the 3D CAD object. Advantageously, generating UV-net representations of 3D CAD objects that are represented using B-reps enables the 3D CAD objects to be processed efficiently using neural networks.

Abstract: User Equipment (UE) band capabilities are received from a UE. A set of frequency band combinations are determined for the UE based on the UE band capabilities. Each frequency band combination of the set of frequency band combinations includes a group of frequency bands, and a frequency band combination priority value. Further, one or more frequency band combinations are identified from the set of frequency band combinations based on a current frequency band of the UE and the frequency band combination priority value. The UE is configured to perform frequency measurements for a plurality of frequency bands based on the one or more identified frequency band combinations. The UE is dynamically facilitated to latch to at least one frequency band based on the frequency measurements of the plurality of frequency bands.

Abstract: In some examples, a system dynamically assigns, based on one or more factors, tunnels of an underlay and overlay network to a plurality of broadcast groups, where the one or more factors include a factor relating to an operation in the underlay and overlay network, and where the dynamic assignment of the tunnels to the plurality of broadcast groups includes modifying an assignment of a first tunnel from a first broadcast group to a second broadcast group of the plurality of broadcast groups.

Abstract: Provided is a system and method that can safely generate and execute an outage plan for a power grid based on severe weather-driven events. In one example, the method may include receiving predicted or current operational power system state data from a power grid and weather conditions associated with the power grid, identifying one or more nodes on the power grid to de-energize based on the operational state data and the current weather conditions, determining a sequence of instructions to perform to de-energize the one or more identified nodes based on the operational state data and the current weather conditions associated with the power grid, and generating an outage plan including mitigation steps for ensuring the stability and security of the power grid which includes the determined sequence of instructions to be executed and store the outage plan in the memory.

Abstract: A system configured to improve audio processing by performing dereverberation and noise reduction during a communication session. In some examples, the system may include a deep neural network (DNN) configured to perform speech enhancement, which is located after an Acoustic Echo Cancellation (AEC) component. For example, the DNN may process isolated audio data output by the AEC component to jointly mitigate additive noise and reverberation. In other examples, the system may include a DNN configured to perform acoustic interference cancellation, which may jointly mitigate additive noise, reverberation, and residual echo, removing the need to perform residual echo suppression processing. The DNN is configured to process complex-valued spectrograms corresponding to the isolated audio data and/or estimated echo data generated by the AEC component.

Abstract: The present disclosure provides a method for generating a structure of an object with a CAD system that meets a target physical parameter value. First a target physical parameter value is set. A model trained using machine learning on a dataset comprising data corresponding to structures of objects having known structural and physical parameter values is obtained, the model establishing relations between the structural parameter values and the physical parameter values. Based on that model and the target parameter value, a generated structure of the object is constructed.

Abstract: The present invention relates to stable injectable compositions comprising meloxicam or its pharmaceutically acceptable salts, solvates, or hydrates thereof, wherein the composition is provided in a sealed container, e.g., an ampoule, vial and pre-filled syringe. Further, the present invention relates to a stable injectable solution comprising meloxicam or its pharmaceutically acceptable salts, solvates, or hydrates thereof, suitable for subcutaneous, intravenous or intramuscular administration. The invention relates to methods for manufacturing stable injectable solutions of meloxicam. The present invention further relates to a method of treating pain by parenterally administering to a patient in need thereof a composition comprising a stable solution of meloxicam, wherein said solution provides rapid onset of action for pain relief compared to a reference composition.

Abstract: Methods, computer systems, and apparatus, including computer programs encoded on computer storage media, for evaluating an energy efficiency of a computer code snippet. A computer-implemented system obtains code data characterizing a computer code snippet and rule data characterizing one or more energy efficiency rules, and processes the code data and rule data using machine-learning models to detect energy efficiency defects in the computer code snippet that negatively impact a dynamic energy efficiency of the computer code snippet upon execution by the computing device.

Abstract: Systems, methods, and computer-readable media are provided for inter-network messaging among private and public 5G networks. For instance, a first server on a public 5G mobile network can receive a first message directed to a first wireless device associated with a first network identity. The first server can determine, based on the first network identity, that the first wireless device is associated with a second network identity, wherein the second network identity is used to identify the first wireless device on a private 5G mobile network. The first server can send a copy of the first message to a second server on the private 5G mobile network for transmission to the first wireless device through the private 5G mobile network based on the second network identity.

Abstract: A software development accelerator tool having an automatic extract, transform and load accelerator is described that can be employed for building, testing, deploying and managing software applications and services. Employ the accelerator can include selecting software development operations from a multiplicity of preconfigured existing operations; ordering operations as part of a configuration; determining whether dependencies are met for operations before processing the configuration; generating a batch ID to track the processing; and performing operations in the order specified in the configuration.

Abstract: Apparatuses, systems, and techniques to perform variable value profiling. In at least one embodiment, variable value profiling is to be performed by one or more accelerators.

Abstract: A mounting assembly for securing a solar panel assembly to a rotatable tube of a solar tracker includes a saddle having a first sidewall, a second sidewall, and a base wall extending between the first sidewall and the second sidewall. The solar panel assembly includes a support rail on a back side of the solar panel assembly defining a slot. The sidewalls define a gap sized to receive the support rail. A clip assembly is sized to extend around the rotatable tube and includes a clip and a cam plate. A locking device is connected to the clip assembly, is shaped to engage the first sidewall and the second sidewall, and is insertable into the slot in the support rail to connect the clip assembly to the support rail. The cam plate is shaped to receive the clip under tension and clamp the support rail to the rotatable tube.

Abstract: Described herein are compounds and methods for the treatment of coronavirus infection. The compounds can function as an inhibitor of the main protease (Mpro) of coronaviruses. The compounds can include diphenylmethyl piperazine derivatives, diphenylmethyl piperidine derivatives, diphenylmethylidene piperidine derivatives, tricyclo[9.4.0.03,8]pentadeca-1(11),3(8),4,6,12,14-hexaen derivatives, tricyclo[9.4.0.03,8]pentadeca-1(11),3(8),4,6,9,12,14-heptaen derivatives, 6,11-dihydrobenzo[c][1]benzoxepin derivatives, 6,11-dihydrobenzo[c][1]benzothiepin derivatives, 5,5-dioxo-6,11-dihydrobenzo[c][1]benzothiepin derivatives, and 6-oxo-5,11-dihydrobenzo[c][1]benzazepin derivatives, as well as pharmaceutically acceptable salts, hydrates, and prodrugs thereof.

Abstract: Disclosed is a system and method to generate policy compliant CAPTCHA images to be rendered on a CAPTCHA question using an image composer, which takes a policy compliant sentence generated by a sentence composer. The policy considered to validate the CAPTCHA is one or combination of privacy policy, client-specific configuration like GDPR, HIPAA, etc. The CAPTCHA images are generated by the image composer based on the sentence generated by the sentence composer and structured knowledge graph.

Abstract: In an example implementation consistent with the features disclosed herein, high availability of a stateful application is achieved by orchestrating multiple computing clusters. A stateful application is deployed at a first application operator and a second application operator of a first computing cluster and a second computing cluster, respectively. The first application operator includes a first control loop that changes the first computing cluster based on first resources of the first computing cluster. The second application operator includes a second control loop that changes the second computing cluster based on second resources of the second computing cluster. Synchronization of the first resources with the second resources is configured, such as via an object storage service. The first application operator and the second application operator are scaled to, respectively, nonzero and zero. A load balancer is configured to route requests to the first computing cluster.

Abstract: Described herein are compounds, and methods for the treatment of coronavirus infection.

Abstract: According to an embodiment, a node comprises one or more processors operable to execute instructions to cause the node to perform operations. The operations comprise determining a link quality associated with each satellite link of a plurality of satellite links and applying load balancing to the plurality of satellite links. The load balancing is based at least in part on the respective link quality associated with each satellite link. The load balancing comprises determining which of the satellite links to include in an active set selected to communicate data to or from the node and, for each satellite link in the active set, determining a portion of the data to communicate via the respective satellite link. The operations further comprise transmitting or receiving the data via the satellite links in the active set. Each satellite link in the active set communicates its respective portion of the data.

Abstract: The invention relates to a process for preparing a polyurethane foam having a resilience of at least 40%. comprising reacting a polyether polyol component (a) and a polyisocyanate in the presence of a blowing agent and a foam stabiliser component (b). wherein polyether polyol component (a) comprises (a) (i) a polyether polyol which has a molecular weight lower than 4.500 g/mole and is prepared by ringopening polymerization of an alky lene oxide in the presence of an initiator having a plurality of active hydrogen atoms and a composite metal cyanide complex catalyst. and (a) (ii) a polyether polyol which has a molecular weight of 4.500 g/mole or higher and which has a primary hydroxyl content of at least 30%; and foam stabiliser component (b) comprises foam stabilisers (b) (i) and (b) (ii) which are organosilicone surfactants comprising a polysiloxane-polyoxyalkylene copolymer, wherein the weight ratio of (b) (i) to (b) (ii) is at most 0.5:1.