Abstract: Systems and methods are provided for detecting anomalies on multiple layers of a computer system, such as a compute server. For example, the system can detect anomalies from the lower firmware layer up to the upper application layer of the compute server. The system collects train data from the computer system that is under testing. The train data includes features that affect performance metrics, as defined by a selected benchmark. This train data is used in training machine learning (ML) models. The ML models create a train snapshot corresponding to the selected benchmark. Additionally with every new release, a test snapshot can be created corresponding to the selected benchmark or workload. The system can detect an anomaly based on the train snapshot and the test snapshot. Also, the system can recommend tunings for a best set of features based upon data collected over generations of compute server.

Abstract: Systems, methods, and apparatuses disclosed herein can evaluate collections of operational information received from one or more subscriber devices to determine one or more Quality of Experience (QoE) scores for the one or more subscriber devices and/or one or more subscriber premises that are associated with the one or more subscriber devices. Generally, the one or more QoE scores can represent one or more numerically quantitative measures relating to the facilitation of a service by a service provider system. In some embodiments, the one or more QoE scores can represent one or more numerically quantitative measures relating to the experience of one or more subscribers that are associated with the one or more subscriber devices. In these embodiments, the one or more QoE scores can represent numerically quantitative measures of the subjective experience, for example, satisfaction or unsatisfaction, of the one or more subscribers with the service.

Abstract: A security accelerator device stores a first credential that is uniquely associated with the individual security accelerator device and represents a root of trust to a trusted entity. The device establishes a cryptographic trust relationship with a client entity that is based on the root of trust, the cryptographic trust relationship being represented by a second credential. The device receives and store a secret credential of the client entity, which is received via communication secured by the second credential. Further, the device executes a cryptographic computation using the secret client credential on behalf of the client entity to produce a computation result.

Abstract: Aspects of the disclosure relate to identifying entitlement rules based on a frequent pattern tree. A computing platform may retrieve entitlement data associated with a relational database, where the entitlement data is indicative of user entitlements to computing resources in an enterprise network. Then, the computing platform may generate, for the entitlement data, a frequent pattern tree. Then, the computing platform may compare a pair of branches and may detect a pattern associated with a pair of entitlements. Then, the computing platform may determine, based on the frequent pattern tree, a frequency of occurrence of the pattern. Then, the computing platform may identify, based on the frequency of occurrence, a rule associated with the pattern. Subsequently, the computing platform may trigger, via the computing device and based on the rule, an action related to one or more of the entitlements of the pair of entitlements.

Abstract: In some examples, artificial intelligence based project implementation may include implementing, for a project team, self-evaluation of viability for utilizing a project implementation framework. The project team may be guided on utilization of the project implementation framework. A discussion by the project team may be documented in a digital format during envisioning associated with the project implementation framework, and documented information may be maintained for reference during execution, by the project team, of a journey associated with the project implementation framework. During execution of the journey, implementation of a social contract by the project team may be evaluated. A determination may be made as to whether the social contract is not implemented for at least one specified occurrence associated with the project implementation framework, and at least one impediment associated with the project implementation framework may be identified.

Abstract: A system including at least one data processor and at least one memory is provided. The at least one memory may store instructions that cause operations when executed by the at least one data processor. The operations may include determining a processing or memory storage threshold of a database system has been satisfied, the database system including a cloud infrastructure, a plurality of virtual machines, and a plurality of containers deployed on the plurality of virtual machines, the database system having a Non-Uniform Memory Access (NUMA) topology. The operations may include requesting provisioning of a virtual machine to the database system. The operations may include obtaining information regarding the NUMA topology and a performance of the database system. The operations may include determining a virtual machine for placement of the container based on the information. The operations may include deploying the container on the determined virtual machine.

Abstract: In some embodiments, methods and systems are provided for managing emergency notifications and incident reports at a commercial facility. A graphical interface enables a worker associated with a facility to input information regarding an ongoing/impending emergency event, e.g., Active Threat, Acts of Violence, Fire/Explosion, Injury, Power Failure, Missing Child, Severe Weather, Robbery, Hazmat, Bomb Threat, Covid-19, Store Closure, Special Events etc. This information is processed via an analytical engine that evaluates the entered information in view of various business rules in order to identify the appropriate workers to notify, and generates and transmits the notifications to the employees determined to be suitable for receiving a notification. In response to the generation of the emergency notification, an incident report engine evaluates the entered emergency, and automatically generates an incident report, which may be later accessed and/or modified by workers having a suitable employee access level.

Abstract: The present invention relates generally to stable formulations comprising CTLA4Ig molecules, including lyophilized, and liquid formulations for administration via various routes including, for example, routes such as intravenous (IV) and subcutaneous(SC) for treating immune system diseases and tolerance induction.

Abstract: A rooftop unit includes a housing, air conditioning components coupled to the housing and onboard circuitry enclosed within and/or coupled to the housing. The onboard circuitry is programmed to receive data from a plurality of data sources communicably coupled to the onboard circuitry. The data is received in a plurality of different formats according to a plurality different protocols. The onboard circuitry is also configured to translate the data from the plurality of formats into a common data format and perform operations onboard the rooftop unit using the data in the common data format.

Abstract: The present disclosure relates to aerosol delivery devices. The aerosol delivery devices may include an atomizer, a reservoir configured to contain an aerosol precursor composition and an electrical circuit coupled to the atomizer. The electrical circuit may include an electrical generator assembly including a moveable input member and an electrical generator configured to produce an electrical current from movement of the moveable input member. The electrical circuit may be configured to direct the electrical current to the atomizer to produce an aerosol from the aerosol precursor composition. A related aerosol production method is also provided.

Abstract: An implantable prosthetic valve includes a radially collapsible and expandable annular frame having three commissure attachment portions and at least three rows of angled struts. The rows include a first row, a second row downstream of the first row, and a third row downstream of the second row. Each row of struts includes angled struts arranged in a zig-zag pattern defining a plurality of crowns. A leaflet structure includes three leaflets forming three commissures, each commissure being connected to one of the commissure attachment portions via sutures extending through apertures in the commissure attachment portions, wherein all of the apertures are located along the length of the frame between a first plane defined by the crowns of the second row of struts and a second plane defined by the crowns of the third row of struts.

Abstract: The present invention relates to clinically proven subcutaneous pharmaceutical compositions comprising anti-CD38 antibodies and methods of their uses in combination with bortezomib, melphalan and prednisone.

Abstract: A rooftop unit includes a housing, air conditioning components coupled to the housing, and circuitry enclosed within and/or coupled to the housing and programmed to execute a control logic for the air conditioning components, an expression-based event processing logic, and a machine learning algorithm.

Abstract: A system includes a cloud system in communication with a first unit of building equipment and a second unit of building equipment and configured to aggregate event data from a first unit of building equipment at a first building comprising first onboard circuitry configured to perform first onboard event processing to generate the event data for the first unit building equipment and a second unit of building equipment at a second building comprising second onboard circuitry configured to configured to perform the second onboard event processing to generate event data for the second unit building equipment. The cloud system is also configured to provide a user interface comprising a view of the aggregated event data for the first unit of building equipment and the second unit of building equipment.

Abstract: A computing device is provided. The computing device may include a first camera configured to capture a primary image sequence of a scene, and a second camera configured to substantially concurrently capture a secondary image sequence of the scene. The computing device may include a processor configured to execute instructions stored in memory to obtain a depth map for an image of the primary image sequence, and based on the depth map, generate a reference frame of background pixels from the primary image sequence. The processor may be configured to execute the instructions to detect an intrusive object in the secondary image sequence, replace the intrusive object in the primary image sequence with corresponding background pixels of the reference frame to generate a modified primary image sequence, and output on a display at least one image of the modified primary image sequence.

Abstract: A shear thinning build material slurry includes metallic or ceramic particles having a particle size up to about 20 ?m; a hydrocolloid present in an amount ranging from about 0.05 percent by volume to less than 0.5 percent by volume of the shear thinning build material slurry; and water. The build material slurry is a ready-to-use three-dimensional (3D) printing build material.

Abstract: A system includes a unit of building equipment serving a building and including a heating, ventilation, or cooling component and onboard circuitry configured to execute a configuration routine stored on the circuitry which automatically configures parameters of the rooftop unit based on the signals received from sensors and devices at the building. The system also includes a cloud system communicably connectable to the onboard circuitry and configured to influence the configuration routine.

Abstract: Techniques are provided for more accurately determining co-channel interference at PAL CBSDs. Techniques are also provided for determining co-channel interference at GAA CBSDS and cross link interference at PAL and GAA CBSDs. Co-channel interference at a CBSD can be mitigated by changing a channel on which the CBSD receives to an available channel. Cross link interference can be mitigated by changing a frame structure(s) of CBSD(s).

Abstract: State of the art authentication mechanisms have limitations when used by Basic Emergent User (BEU). Embodiments herein provide method and system for recognition based multi-skill-multi-sensory passwords with dynamic identification of sensor combination based on end user skill, specifically for the BEU. The method disclosed generates user profile using a task-based technique to determine skill and capability of the user associated with each of a plurality of sensory categories used for generating a multi-skill-multi-sensory password. Each of the plurality of sensory categories are graded is descending order based on user's skill and capability and user is offered to select each password entry from a particular sensor category in accordance with the identified grade in each iteration. Thus, the entropy of password generation in the context of user is split among the sensor categories.

Abstract: Provided, in one aspect, is a cementing apparatus. The cementing apparatus, in one embodiment comprising a housing; a fixed member coupled with the housing, the fixed member having at least one fixed member fluid opening therein; and a moving member positioned downhole of the fixed member and movable between a circulating position and a cemented position, the moving member having at least one moving member fluid opening therein, the at least one moving member fluid opening linearly offset from the at least one fixed member fluid opening.