Abstract: A model is generating for predicting energy workloads to adjust electrical energy supply to meet varying short-term energy demands at a microcosm level. A model is developed, using a computer, to facilitate predicting energy workloads for adjusting energy supplies to meet an energy demand. The model includes receiving, at the computer, input parameters of dynamic values of workloads as historical data, and generating a predictive model by analyzing the input parameters. The model further includes predicting short-term energy demands based on the predictive model, the predicted short-term energy demands include identifying a predicted peak value. Also, the model includes initiating short term energy output in an electrical grid to a transformer level component in the electrical grid based on the predicted short term energy demands.

Abstract: In certain aspects, an apparatus includes a gating circuit having an enable input, a signal input, and an output, wherein the enable input is configured to receive an enable signal. The apparatus also includes a toggle circuit having an output, wherein the toggle circuit is configured to toggle a logic state at the output of the toggle circuit based on the enable signal. The apparatus further includes a multiplexer having a first input, a second input, and an output, wherein the first input of the multiplexer is coupled to the output of the gating circuit, the second input of the multiplexer is coupled to the output of the toggle circuit. The multiplexer is configured to select one of the first input and the second input based on the enable signal, and couple the selected one of the first input and the second input to the output of the multiplexer.

Abstract: Aspects of the disclosure relate to inspecting a data stream. Some aspects include conveying the data stream through a multi-level data channel and inspection architecture. The architecture includes a multi-level data pipeline. The pipeline includes a plurality of parallel pipes. The output of one pipe provides an input to a successive one of the pipes. The method further includes receiving the data stream at an upstream portion of the pipeline and inspecting data in the data stream for converting the data stream into inspected data. The method then outputs inspected data at a downstream portion of the pipeline. Each of the pipes inspect the data on a different level of data channel inspection than the other pipes. Each level of data channel inspection has data attributes and/or metadata extracting capabilities. Each pipe transfer data packets at greater than or equal to a threshold data transfer rate.

Abstract: An article in the form of a plant caddy shelf for supporting a plant includes a main support platform that is configured for placement on a top surface of a window sill. The main support platform has an area for receiving a plant pot. The area includes a drain hole. A leg support is pivotally coupled to an underside of the main support platform and including a bottom end for coupling to a support surface. A removable drip tray is removably coupled to the underside of the main support platform and is in fluid communication with the drain hole.

Abstract: A smoking article and a method for making a smoking article are provided.

Abstract: Methods, systems, and computer-readable storage media for receiving a set of inference results generated by a ML model, the inference results including a set of query entities and a set of target entities, each query entity having one or more target entities matched thereto by the ML model, processing the set of inference results to generate a set of matched sub-sets of target entities by executing a search over target entities in the set of target entities based on constraints, for each problem in a set of problems, providing the problem as a tuple including an index value representative of a target entity in the set of target entities and a value associated with the query entity, the value including a constraint relative to the query entity, and executing at least one task in response to one or more matched sub-sets in the set of matched sub-sets.

Abstract: In some aspects, the disclosed technology provides microelectronic devices which can effectively dissipate heat and manage hot spot. In some embodiments, a disclosed microelectronic device may include a substrate having a thickness in a first direction and at least one thermoelectric unit disposed in or on the substrate. The thermoelectric unit may be configured to transfer heat along a second lateral direction orthogonal to the first direction.

Abstract: Provided is a pharmaceutical formulation including (1S)-1-phenyl-2-pyridin-2-ylethanamine, a pharmaceutically acceptable salt thereof, a solvate thereof, or a prodrug thereof; and a pharmaceutically acceptable topical carrier. Also provided is a method for treating neuropathic pain by administering to a patient in need of such treatment a therapeutically effective amount of the pharmaceutical formulation.

Abstract: A method of stimulating petroleum production includes introducing a fracturing fluid into a petroleum bearing carbonate formation, thereby creating at least one fracture to stimulate the petroleum production. The fracturing fluid is introduced into the petroleum bearing carbonate formation at a pressure above the breakdown pressure of the formation. The fracturing fluid includes a plurality of proppants where from 1 to 50 wt.% of the plurality of proppants includes micro proppants having a particle size ranging from 0.5 to 150 µm, and from 50 to 99 wt.% of the plurality of proppants includes macro proppants having a particle size greater than 100 mesh.

Abstract: In some aspects, the disclosed technology provides microelectronic devices which can effectively dissipate heat and methods of forming the disclosed microelectronic devices. In some embodiments, a disclosed device may include a first integrated device die. The disclosed device may further include a thermoelectric element bonded to the first integrated device die. The disclosed device may further include a heat sink disposed over at least the thermoelectric element. The thermoelectric element may be configured to transfer heat from the first integrated device die to the heat sink. The thermoelectric element directly may be bonded to the first integrated device die without an adhesive.

Abstract: An apparatus to facilitate matchmaking-based enhanced debugging for microservices architectures is disclosed. The apparatus includes one or more processors to: detect, by an anomaly detector in a sidecar of a microservice hosted by a container, an anomaly in telemetry data generated by the microservice, the microservice hosted in a container executed by the processor and part of a service of an application; enable, by an enhanced debug and trace component of the sidecar, a debug mode in the microservice, the debug mode based on a type of the anomaly; collect, by the enhanced debug and trace component, a target set of data points generated by the microservice; and process, by the enhanced debug and trace component, the target set of data points with a matchmaking process to generate a timestamp and a tag for a context for each data point of the target set of data points.

Abstract: Solar tracker systems include an array of solar panels, a drive for rotating the array about a longitudinal axis, and a mounting assembly including a plurality of posts and a pivotable frame assembly supporting the array of solar panels on the posts. The frame assembly includes a first frame tube connected to the drive and extending therefrom in a direction parallel to the longitudinal axis and a second frame tube laterally offset from the first frame tube and extending parallel to the first frame tube. The first frame tube and second frame tube are sized to support at least one solar panel of the array of solar panels thereon. The frame assembly further includes a lateral beam attached to the first frame tube and the second frame tube.

Abstract: Devices, systems, and methods for providing fire events pattern analysis and cross-building data analytics are described herein. One fire system maintenance system, includes a number of fire system detectors, a fire system control panel, and a gateway device all positioned within the facility, the gateway device having instructions to: collect fire system device health data associated with one or more fire or smoke detector devices and to send this fire system device health data to a remote device, the remote device having instructions to: analyze the collected fire system device health data to determine an event type for each device health event recorded in the collected data, predict future device health events, categorize the device health events based on their determined event type, and prioritize the categorized device health events based on the quantity of events categorized in each event type.

Abstract: An example computing device including a processor, a first non-volatile memory to store a first basic input/output system (BIOS) image, a second non- volatile memory, and a controller. The controller Is to receive encrypted location and size information of the first BIOS image from the processor, verify the received encrypted location and size information of the first BIOS image, verify a signature of the first BIOS image in the first non-volatile memory, control a backup process of the first BIOS image to the second non-volatile memory, verify the signature of the backed up first BIOS image in the second non-volatile memory, and in response to a successful verification of the signature, send a message to the processor to cause the processor to perform a boot process using the first BIOS image from the first non-volatile memory.

Abstract: An apparatus to facilitate at-scale telemetry using interactive matrix for deterministic microservices performance is disclosed. The apparatus includes one or more processors to: receive user input comprising an objective or task corresponding to scheduling a microservice for a service, wherein the objective or task may include QoS, SLO, ML feedback; identify interaction matrix components in an interaction matrix that match the objective or tasks for the microservice; identify knowledgebase components in knowledgebase that match the objective or tasks for the microservice; and determine a scheduling operation for the microservice, the scheduling operation to deploy the microservice in a configuration that is in accordance with the objective or task, wherein the configuration comprises a set of hardware devices and microservice interaction points determined based on the interaction matrix components and the knowledgebase components.

Abstract: A method of transmitting an encrypted data packet includes, with a processor, in response to receiving the encrypted data packet, executing an extended Berkeley packet filter (eBPF) application at an express data path (XDP) hook point located within a kernel space, determining whether the encrypted data packet is to be processed via a trusted application (TA) within a trusted execution environment (TEE) based on an analysis by the eBPF application, and identifying application intelligence data defining packet forwarding decisions based on a manner in which the encrypted data packet is processed.

Abstract: A method of manufacturing a forming tool. The forming tool may include at least one die having a perimeter wall and a profile panel. At least a portion of the die may be manufactured using an additive manufacturing process. For instance, the profile panel may be manufactured using an additive manufacturing process or the profile panel and additional portions of the die, such as the perimeter wall, may be manufactured using an additive manufacturing process.

Abstract: Approaches for writing data objects to a distributed file system are described. In an example, a size of a data object to be created within a distributed file system may be determined based on a client request. Based on the size of the data object, data content of the data object is inserted into one of the object location table, object data table or a data container within the distributed file system. In an example, metadata corresponding to the data object may be written to an object location table.

Abstract: Solar tracker systems include an array of solar panels, a drive for rotating the array about a longitudinal axis, and a mounting assembly including a plurality of posts and a pivotable frame assembly supporting the array of solar panels on the posts. The frame assembly includes a first frame tube connected to the drive and extending therefrom in a direction parallel to the longitudinal axis and a second frame tube laterally offset from the first frame tube and extending parallel to the first frame tube. The first frame tube and second frame tube are sized to support at least one solar panel of the array of solar panels thereon. The frame assembly further includes a lateral beam attached to the first frame tube and the second frame tube.

Abstract: Computerized systems and methods facilitate searches by identifying instances where the relative positional relationships of multiple search inputs exist within a corpus of text containing pre-compiled code. The search system identifies a presence or absence of the relative positional patterns by unidirectional sub searches anchored at a location that a primary search input occurs within the code. The directionality of the sub searches may be determined by the system based on the input field in which the search input was provided. The system may provide search results that facilitate review of the code at each location the presence or absence of the relative positional pattern exists within the corpus.