Abstract: Described herein are technique to enable the autonomous generation of configurations for a network environment, including but not limited to an edge network of a datacenter. Additional embodiments include prompt-based generation of network and device configurations and neural network based systems for adaptive network management.

Abstract: A system, apparatuses, and methods are disclosed that provide pump interconnectivity for pain medication therapies. In an example embodiment, a system includes a patient-controlled analgesia (“PCA”) pump, an infusion pump, and a hub device configured to connect to the PCA pump and the infusion pump. The hub device is configured to determine the PCA pump and the infusion pump are both communicatively connected to the hub device, enable the PCA pump and the infusion pump to communicate with each other for a pain medication therapy, and enable the infusion pump to deliver the fluid to the patient when the infusion pump detects a period between periodic PCA pump boluses.

Abstract: The present disclosure relates to multilayer polymeric systems for directional and temporal release of drugs from medical devices. Incorporation of drugs in the chosen layer within the multilayer polymeric systems enables release of the drug in the desired direction and over the desired time frame. When more than one drug is delivered, the direction, duration and release rate of each drug can be controlled independent of the other. These multilayer polymeric systems can be used as such or mounted on a variety of drug eluting coronary as well as peripheral stent systems such as carotid artery, hepatic artery, iliac artery, femoral artery, popliteal artery and renal artery stenting. The methods of fabrication are also described.

Abstract: Optimal pod management is provided. A pod-warm component located on a host node is directed to trigger generation of a pod snapshot image of a pod in an optimal state running on the host node in response to determining that the pod has attained the optimal state. An input is received to instantiate a second instance of the pod on the host node in response to detecting that one or more of a plurality of pod performance metrics have exceeded a corresponding maximum pod performance metric threshold level. The pod-warm component located on the host node is directed to instantiate the second instance of the pod fully warm in the optimal state on the host node using the pod snapshot image of the pod to decrease startup time of the pod and increase performance of the host node.

Abstract: Methods, systems, and computer-readable storage media for receiving a real data table, providing a synthetic structured table based on the real data table, providing a sampled data table comprising a sub-set of real data of the real data table, transmitting a prompt to a LLM system, the prompt being generated based on the real data table and the synthetic structured data table, receiving synthetic unstructured data from the LLM system, providing an aggregate synthetic table that includes at least a portion of the synthetic unstructured data, and training a ML model using the aggregate synthetic table.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to manage telemetry data in an edge environment. An example apparatus includes a publisher included in a first edge platform to publish a wish list obtained from a consumer, the wish list including tasks to execute, a commitment determiner to determine whether a commitment is viable to execute at least one of the tasks in the wish list, the commitment to be processed to identify the telemetry data, and a communication interface to establish a communication channel to facilitate transmission of the telemetry data from the first edge platform to a second edge platform.

Abstract: Various approaches for the deployment and use of communication exclusion zones, defined for use with a satellite non-terrestrial network (including within a low-earth orbit satellite constellation), are discussed. In an example, defining and implementing a non-terrestrial communication exclusion zone includes: calculating based on a future orbital position of a low-earth orbit satellite vehicle, an exclusion condition for communications from the satellite vehicle; identifying, based on the exclusion condition and the future orbital position, a timing for implementing the exclusion condition for the communications from the satellite vehicle; and generating exclusion zone data for use by the satellite vehicle, the exclusion zone data indicating the timing for implementing the exclusion condition for the communications from the satellite vehicle.

Abstract: A wind turbine blade including two electrically conductive spar caps, two lightning down conductor arrangements, and a further electrical conductor, wherein the spar caps and the lightning down conductor arrangements extend along a spanwise direction of the blade at least between a root-side end portion and a tip-side end portion of the blade, wherein each of the spar caps is electrically connected to only one of the lightning down conductor arrangements within a section of the blade between the root-side end portion and the tip-side end portion, wherein the further electrical conductor is electrically connected within the section to only one of the spar caps and/or to only one of the lightning down conductor arrangements at one or more connection positions is provided.

Abstract: Disclosed is biguanide derivative of ibuprofen represented by the formula I, wherein the compound of formula I is N-carbamimidoyl-2-(2-(4-sobutylphenyl) propanoyl) hydrazine-1-carboximidamide. The biguanide derivative of ibuprofen of the present invention helps in significant reduction glucose levels in patients with diabetics as compared patients taking only metformin or similar biguanide. Further, the biguanide derivative of ibuprofen provides synergistic effect in lowering blood glucose level along with reducing inflammation in lower doses as compared to doses taken separately.

Abstract: One variation of a method for emulating a known attack on a computer network includes: generating a set of data packets by recombining packet fragments within a packet capture file representing packet fragments transmitted between machines during a prior malicious attack on a second network; defining transmission triggers for transmission of the set of data packets between pairs of agents connected to a target network based on timestamps of packet fragments in the packet capture file; initiating transmission of the set of data packets between the pairs agents according to the set of transmission triggers to simulate the malicious attack on the target network; and, in response to absence of a security event related to the simulation in a log of a security technology deployed on the target network, generating a prompt to reconfigure the security technology to respond to the malicious attack.

Abstract: The invention comprises a meal manager system/apparatus using an artificial intelligence system trained to create a USDA compliant school breakfast/lunch menu. Optionally, the meal manager separately and/or additionally assesses actual nutrient delivered to the students by assessing, with an intelligent system, waste left on a student tray at time of disposal.

Abstract: Unaddressed technical problem is how to make the window manager select and update the appropriate visual design given the Just-In-Time constraint to optimize Profit/Economic Goal for a Basic Emergent User and not have a locking/permanent binding on a particular Socio Economic Cohort (SEC) or Contract Management System Companies (CMSCs). A method and system is disclosed that provides interface layout to discover and optimize economics of information exchange of digitally virtualized physical space for a Basic Emergent User (BEU). A correlation score is determined based on correlation between i) the expected profit range provided by the BEU indicating the tolerance around the SP(selling price) and ii) the buying price(BP) and the tolerance specified by the SEC or the CMSC to identify a best match for the BEU based on goal provided by the BEU in terms of expected profit range and corresponding time range within which it is to be achieved.

Abstract: A method and a system are described herein for preparing a custom cosmetic formulation.

Abstract: A system for contactless operation of an aircraft lavatory door comprises a controller operatively connected to control an actuator for opening and closing a lavatory door. A gesture sensing system is operatively connected to the controller for sending gesture data to the controller indicative of a user gesturing for the actuator to actuate. A mmWave radar sensing system is operatively connected to the controller to indicate user presence. The controller includes machine readable instructions configured to verify gesture input from the gesture sensing system using input from the mmWave radar sensing system before controlling the actuator to open or close the lavatory door.

Abstract: An aerosol delivery device is provided that includes sensor(s) to produce measurements of properties during use of the device, and processing circuitry to record data for a plurality of uses of the device, for each use of which the data includes the measurements of the properties. The processing circuitry is configured to build a machine learning model to predict a target variable, using a machine learning algorithm, at least one feature selected from the properties, and a training set produced from the measurements of the properties. The processing circuitry is configured to then deploy the machine learning model to predict the target variable, and control at least one functional element of the device based thereon. The device may also verify authorization of an attempted user to alter a locked state of the device based on the verifying of the attempted user.

Abstract: A method, computer program product, and computer system for upgrading, by a computing device, a plurality of storage appliances in a cluster, wherein the storage appliance cluster may include at least a primary storage appliance and a secondary storage appliance. It may be determined that an upgrade to a plurality of storage appliances in a cluster has completed. Distributed data may be queried for each storage appliance in the cluster based upon, at least in part, determining that the upgrade to the plurality of storage appliances in the cluster has completed. Data stored in a management database in the primary storage appliance and data stored locally in the secondary storage appliance may be combined based upon, at least in part, querying the distributed data for each storage appliance in the cluster.

Abstract: A method of forming an asphalt mixture includes mixing a polyol with a bio-source material to form a bio-asphalt. The method can further include mixing the bio-asphalt with a bitumen source different from the bio-asphalt to form an asphalt mixture. The bio-source material can include an oil, such as a vegetable oil, an animal fat, or any combination thereof. The bitumen source can include a petroleum-based asphalt. The method can further include adding a modifier, such as a fatty acid, a polycarboxylic acid, a polyacrylic acid, a polyacrylate comprising a copolymer, or any combination thereof. Moreover, a roofing grade asphalt mixture includes a bio-asphalt. The bio-asphalt includes an alkyd, wherein the alkyd is a reaction product of a polyol and a bio-source material. The roofing grade asphalt mixture further includes a bitumen source material and particles.

Abstract: Snapshot-based disaster recovery (DR) orchestration systems and methods for virtual machine (VM) failover and failback do not require that VMs or their corresponding datastores be actively operating at the DR site before a DR orchestration job is initiated, i.e., before failover. An illustrative data storage management system deploys proprietary components at source data center(s) and at DR site(s). The proprietary components (e.g., storage manager, data agents, media agents, backup nodes, etc.) interoperate with each other and with the source and DR components to ensure that VMs will successfully failover and/or failback. DR orchestration jobs are suitable for testing VM failover scenarios (“clone testing”), for conducting planned VM failovers, and for unplanned VM failovers. DR orchestration jobs also handle failback and integration of DR-generated data into the failback site, including restoring VMs that never failed over to fully re-populate the source/failback site.

Abstract: The present disclosure relates generally to methods of preparing glycoconjugates containing a saccharide conjugated to a carrier protein by use of stable nitroxyl radical related agent/oxidant as an oxidizing agent, to immunogenic compositions comprising such glycoconjugates, and to methods for the use of such glycoconjugates and immunogenic compositions.

Abstract: A device including a processor configured to detect an environment of an automated machine, wherein the environment comprises one or more further automated machines; determine an action taken by the one or more further automated machines; determine an action expected of the one or more further automated machines; compares the taken action with the expected action; determine an accuracy score associated with the one or more further automated machines based on the comparison.