Abstract: A machine learning power consumption model and process are provided for determining power consumption of computing environment resources in handling requests of an application. The process includes training the machine learning power consumption model to estimate power consumption of computing environment resources in handling requests. The training uses a training dataset derived from historical request-related data, and the training dataset includes request-related data and resource power consumption data. In addition, the process includes analyzing the requests. The analyzing includes, for a particular request of the requests, obtaining a common pattern of resource use and collecting real-time trace metrics to facilitate allocating resource use to the particular request.

Abstract: Certain embodiments of the invention provide isolated anti-SARS-CoV-2 sdAbs, as well as polypeptides and protein molecules comprising such sdAbs. Certain embodiments of the invention also provide methods of using these sdAbs, polypeptides and protein molecules for treating or preventing a SARS-CoV-2 infection.

Abstract: Provided are a method and apparatus for analyzing a laying stress on a cable. The method for analyzing a laying stress on a cable includes: segmenting, according to cable grounding manners, cable laying manners and cable bending types that correspond to the discrete points of pipeline detection in a cable laying channel, the discrete points; and performing, according to segmentation information and measurement information of the discrete points, stress analysis calculation on minimum segments in which the discrete points are located. In the present application, stress analysis of each segment of the cable during the cable laying process is achieved in real time, providing data support for laying the cable. Workers responsible for laying the cable can adopt corresponding protective measures during the laying process according to a stress analysis result so that the cable can be really protected, improving the safety of the cable during the cable laying process.

Abstract: Provided herein is a technology for an Autonomous Vehicle Cloud System (AVCS). This AVCS provides sensing, data fusion, prediction, decision-making, and/or control instructions for specific vehicles at a microscopic level based on data from one or more of other vehicles, roadside unit (RSU), cloud-based platform, and traffic control center/traffic control unit (TCC/TCU). Specifically, the AVs can be effectively and efficiently operated and controlled by the AVCS. The AVCS provides individual vehicles with detailed time-sensitive control instructions for fulfilling driving tasks, including car following, lane changing, route guidance, and other related information. The AVCS is configured to predict individual vehicle behavior and provide planning and decision-making at a microscopic level. In addition, the AVCS is configured to provide one or more of virtual traffic light management, travel demand assignment, traffic state estimation, and platoon control.

Abstract: A method for producing photocatalytic mortar includes providing a mortar-producing material including a fine aggregate and cement, a reactant mixture including a zinc source and urea, and a microorganism-containing mixture including water and a urease-producing microorganism, subjecting the microorganism-containing mixture and the reactant mixture to microbial induced precipitation in the mortar-producing material, subjecting zinc carbonate crystal-containing mortar produced to curing for the same to undergo hydration, and subjecting cured mortar to hydrothermal synthesis, so that zinc carbonate crystals therein are converted to nano zinc oxide crystals.

Abstract: Provided herein is a technology for an Autonomous Vehicle Intelligent System (AVIS), which facilitates vehicle operations and control for autonomous driving. The AVIS and related methods provide vehicles with vehicle-specific information for a vehicle to perform driving tasks such as car following, lane changing, and route guidance. The AVIS comprises an onboard unit (OBU), wherein the OBU comprises a communication module communicating with one or more of other autonomous vehicles (AV), a roadside unit (RSU), a cloud platform, and a traffic control center/traffic control unit (TCC/TCU). The AVIS implements one or more of the following functions: sensing, prediction, decision-making, and vehicle control using onboard information and vehicle-specific information received from other AVs, the RSU, the cloud platform, and/or the TCC/TCU.

Abstract: The invention provides systems and methods for a computing power allocation system for autonomous driving (CPAS-AD), which is a component of an Intelligent Road Infrastructure System (IRIS). The CPAS-AD incorporates advanced computing capabilities that effectively allocate computational power for sensing, prediction, planning, decision-making, and control functions to enable end-to-end driving functions. In addition to the vehicle, the CPAS-AD can acquire additional computation resources from one or more of: (a) a roadside unit (RSU) network, (b) a cloud platform, (c) a traffic control center/traffic control unit (TCC/TCU), and (d) a traffic operations center (TOC). Additionally, tailored to different traffic scenarios, the CPAS-AD can allocate data and computation resources (including but not limited to CPU and GPU) for vehicle sensing, prediction, planning, decision-making, and control functions, thereby enabling safe and efficient autonomous driving.

Abstract: A semiconductor die, such as a flip-chip die, has a stairstep configuration, which reduces or eliminates the risk of an occurrence of an epoxy on die phenomenon. The stairstep configuration of the semiconductor die is formed during a multi-cut wafer dicing process associated with a semiconductor die fabrication process. During the multi-cut wafer dicing process, a first cutting device, having a first width, forms a first cut in the wafer. The first cut extends partially through the wafer. A second cutting device, having a second width, forms a second cut within the first cut. The combination of the first cut and the second cut form the stairstep configuration of the semiconductor die.

Abstract: The invention provides systems and methods for a function-based computing power allocation system (FCPAS), which is a component of an Intelligent Road Infrastructure System (IRIS). The FCPAS incorporates advanced computing capabilities that effectively allocate computational power for prediction, planning, and decision making functions. Specifically, through the FCPAS, an AV can acquire additional computational resources for vehicle prediction, planning, and decision-making functions, thereby enabling safe and efficient autonomous driving. Additionally, tailored to different traffic scenarios, the FCPAS can allocate data and computational resources (including but not limited to CPU and GPU) for vehicle automation.

Abstract: A singulated thin film lithium containing (TFLC) photonics device, as well as a method and system for singulating the device are described. The TFLC photonics device includes a device layer and a silicon substrate. The device layer includes a TFLC layer having a depth. The device layer also has a first sawn edge. The silicon substrate has a second sawn edge and includes an upper portion and a lower portion. The upper portion has the second sawn edge that is mutually aligned with the first sawn edge. The upper portion overhangs the lower portion.

Abstract: Provided herein are a fusion protein comprising an interleukin-22 domain and an albumin binding domain, and a pharmaceutical composition thereof. Also provided herein are methods of their use for treating, preventing, or ameliorating one or more symptoms of an inflammatory disease.

Abstract: The present application provides fusion proteins that comprise a cytokine fused to an albumin binding moiety. The fusion proteins may further comprise an antigen binding moiety such as a therapeutic antibody. The present application also provides methods of making and using the fusion proteins. The present application also provides methods of treatment comprises administering a fusion protein comprising a cytokine fused to a half-life extending domain and a second agent.

Abstract: A lift pin includes a lift pin body arranged along a lift pin axis having a contact pad, a stem segment, a neck segment, and a span feature. The contact pad is defined at a first end of the lift pin body, the stem segment extends from the contact pad, and the neck segment extends from the stem segment. The span feature is defined at a second end of the lift pin body, is connected to the contact pad by the neck segment and the stem segment, and has a minor and major widths. The minor width is equivalent to a neck diameter defined by the neck segment, the major with is greater than the minor width, and the major width is greater than a stem diameter defined by the stem segment. Lift pin arrangements, semiconductor processing systems, and methods of making semiconductor processing systems are also described.

Abstract: Provided herein are an IL-2 fusion protein and a pharmaceutical composition thereof. Also provided herein are methods of their use for treating, preventing, or ameliorating one or more symptoms of a proliferative disease.

Abstract: Provided herein are fusion proteins comprising an ST2 domain or IL-33 domain or an ST2 domain, and a half-life-extension domain. Also provided herein are their pharmaceutical compositions and methods of use for treating, preventing, or ameliorating one or more symptoms of an IL-33-mediated disorder, disease, or condition.

Abstract: The present application relates to anti-mesothelin constructs (such as antimesothelin antibodies, cytokine fusion proteins that comprise the anti-mesothelin constructs), methods of preparing the anti-mesothelin constructs and methods of using the constructs (e.g., methods of treating a disease or condition). The present application also relates to a combination therapy for treating cancer that comprises administering anti-mesothelin agent and a cytokine (such as IL-21 or IL-15). Combination therapy may further comprises administration of an anti-Her2 agent.

Abstract: Provided herein are a fusion protein comprising an interleukin-2 domain, a programmed cell death-1 binding domain, and a half-life-extension domain; and a pharmaceutical composition thereof. Also provided herein is a method of their use for treating, preventing, or ameliorating one or more symptoms of a proliferative disease.

Abstract: An object mapping system for determination of a point of interest (POI) in an environment, including: creating a map of the environment; performing object recognition to locate objects of interest based on characteristics of the environment; generating a map with tags of the objects and the characteristics; providing navigation to guide a device to an object of interest selected from the objects based on a distance from a current location to a destination location of the device; determining angles from an initial position of a laser pointer to the object; generating signals to rotate servomotors based on the angles; processing the signals to rotate the servomotors such that the pointer is rotated from the initial position in coordinate-based directional angles to the object; generating a laser beam that targets the object for determination of the POI associated with the object that is associated with destination location of the computing device.

Abstract: Provided herein are an interleukin-2 polypeptide and a fusion protein thereof. Also provided herein are their pharmaceutical compositions and methods of use for treating, preventing, or ameliorating one or more symptoms of a proliferative disease.

Abstract: A method for producing photocatalytic mortar includes providing a mortar-producing material including a fine aggregate and cement, a reactant mixture including a zinc source and urea, and a microorganism-containing mixture including water and a urease-producing microorganism, subjecting the microorganism-containing mixture and the reactant mixture to microbial induced precipitation in the mortar-producing material, subjecting zinc carbonate crystal-containing mortar produced to curing for the same to undergo hydration, and subjecting cured mortar to hydrothermal synthesis, so that zinc carbonate crystals therein are converted to nano zinc oxide crystals.