Abstract: Provided is a method, system, and computer program product for using machine learning to allocate resources to workloads at run time in an optimized manner to minimize resource consumption. A processor may generate training data from a retrospective analysis of historical resource management data associated with a computing system. The processor may train a machine learning model to optimize resource management of the computing system at run time using the training data. The processor may obtain optimization recommendations for a current state of the computing system from the machine learning model. The processor may implement the optimization recommendations to manage the current state of the computing system.

Abstract: A support garment can include a textile layer forming a supportive region and configured to adjustably permit or inhibit displacement of a body part of the wearer that is positioned adjacent or proximate the supportive region. The garment can include an electroadhesive clutch device to help control displacement. In an example, the garment includes an underwear garment or a portion thereof.

Abstract: Disclosed herein is a method and apparatus for stateful order-preserving encryption for enhancing security. The method includes generating an order-preserving ciphertext by performing order-preserving encryption on a plaintext, generating a plurality of dummy ciphertexts corresponding to a preset variable for the order-preserving ciphertext, and adding the order-preserving ciphertext and the plurality of dummy ciphertexts to a ciphertext set.

Abstract: A camera module includes a housing; a plurality of movable lens modules disposed in an internal space of the housing and configured to be movable in an optical axis direction, each of the plurality of movable lens modules comprising at least one lens; and a stopper configured to prevent contact between at least two of the plurality of movable lens modules, wherein the stopper includes a frame mounted on the housing; an extension portion extending from the frame into the internal space of the housing to face a side of one movable lens module of the plurality of movable lens modules in the optical axis direction; and a damping member disposed on the extension portion to face the side of the one movable lens module in the optical axis direction.

Abstract: A method of activating a lithium secondary battery includes a pressurization process pressurizing the lithium secondary battery while changing pressure at one or two or more time periods selected from before an activation process, after the activation process, and between activation steps of the activation process.

Abstract: A camera module includes a housing; a plurality of movable lens modules disposed in an internal space of the housing and configured to be movable in an optical axis direction, each of the plurality of movable lens modules comprising at least one lens; and a stopper configured to prevent contact between at least two of the plurality of movable lens modules, wherein the stopper includes a frame mounted on the housing; an extension portion extending from the frame into the internal space of the housing to face a side of one movable lens module of the plurality of movable lens modules in the optical axis direction; and a damping member disposed on the extension portion to face the side of the one movable lens module in the optical axis direction.

Abstract: Computer-implemented methods for estimating the energy consumption of a workload in a Cloud computing system are provided. Aspects include receiving a request for an estimated energy consumption of the workload and obtaining characteristics of the Cloud computing system executing the workload. Aspects also include identifying and employing a unified power consumption model from a power model database based on the characteristics and calculating the estimated energy consumption of the workload based on the unified power consumption model.

Abstract: The present invention relates to a composition, a fiber or a fragrance composition for improving cognitive ability or memory ability, containing a fermented Perilla frutescens extract. In addition, the present invention relates to a composition for preventing, alleviating or treating cognitive ability- or memory ability-related diseases, containing a fermented Perilla frutescens extract. Furthermore, the present invention relates to a method for treating cognitive ability- or memory ability-related diseases, comprising a step of administering a fermented Perilla frutescens extract to a patient with a cognitive ability- or memory ability-related disease. Compared to an unfermented Perilla frutescens extract, a fermented Perilla frutescens extract of the present invention significantly increases cognitive ability or memory ability, thereby being effectively usable as a composition for improving cognitive ability or memory ability.

Abstract: A method for producing a nickel sulfate solution includes a leaching step of leaching a nickel cathode in sulfuric acid under a high temperature and a high pressure to produce a leachate, a neutralization step of neutralizing the leachate produced in the leaching step to produce a neutralized solution, and a filtration step of filtering the neutralized solution produced in the neutralization step to produce a filtrate.

Abstract: An electroadhesive clutch device can include a first electrode assembly comprising a first conductive portion that is at least partially covered by a first dielectric insulator, a second electrode assembly comprising a second conductive portion that is at least partially covered by a second dielectric insulator, and an electrical signal generator configured to provide first and second signals to the first and second conductive portions of the electrode assemblies, respectively. The first and second electrode assemblies can be at least partially overlapping and configured to slide relative to each other at respective surfaces that comprise the first and second dielectric insulators.

Abstract: The present disclosure relates to relates to an industrial premixed gas combustor using internal exhaust gas recirculation and an operating method thereof.

Abstract: A semiconductor integrated circuit is provided, including: a first switch circuit; a logic circuit, coupled to the first switch circuit, a first floating diffusion point being defined between the first switch circuit and the logic circuit; a second switch circuit, coupled to the logic circuit, a second floating diffusion point being defined between the second switch circuit and the logic circuit; and a voltage holding circuit, coupled to the first floating diffusion point and the second floating diffusion point, and used to adjust the voltages of the floating diffusion points. The voltage holding circuit increases or decreases the voltage values of the first floating diffusion point and the second floating diffusion point. Thereby, the influence of long recovery time on the semiconductor integrated circuit is improved, and the stability is ensured.

Abstract: The present invention relates to a clamping apparatus for an antenna device, the clamping apparatus including an antenna mounting bracket coupled to a rear surface of an antenna device and configured to support the antenna device, a steering drive unit coupled to be rotatable in a horizontal direction relative to a support pole mounting bracket installed on a support pole, a tilting drive unit movably coupled to the steering drive unit, and at least one tilting link member configured to rotate the tilting drive unit relative to the steering drive unit and move the antenna mounting bracket relative to the tilting drive unit during tilting and steering operations, thereby providing an advantage of ensuring a maximum of tilting adjustment range of the antenna device.

Abstract: A fusion protein contains an FGF21 mutant protein and an Fc region of an immunoglobulin. The fusion protein exhibits improved pharmacological efficacy, in vivo duration and protein stability. A pharmaceutical composition containing the fusion protein as an active ingredient may be effectively used as a therapeutic agent for diabetes, obesity, dyslipidemia, metabolic syndrome, non-alcoholic fatty liver disease or non-alcoholic steatohepatitis.

Abstract: An article transfer system includes a plurality of stage modules respectively provided at a plurality of layers, an interlayer transfer apparatus configured to transfer an article to each of the plurality of stage modules, and a plurality of loading and unloading apparatus respectively provided on each stage module of the plurality of stage modules, the plurality of loading and unloading apparatus configured to load an article onto respective stage modules of the plurality of stage modules. The interlayer transfer apparatus includes a mast frame extending so as to intersect each stage module of the plurality of stage modules, and a plurality of carriage units configured to move along a length direction of the mast frame, transfer articles, and move in a parallel manner with each other.

Abstract: A lens includes a lens unit, an intermediate layer disposed on one surface of the lens unit, a first coating layer including a UV improving additive and disposed on one surface of the intermediate layer, and a second coating layer including a water repellent and disposed on one surface of the first coating layer.

Abstract: Provided is a technology of converting an oil having a high content of Cl into a solvent. Impurities such as Cl, S, N, and metals are removed from an oil having a boiling point of 180 to 340° C. in a waste oil having a high content of Cl, and hydroisomerization is carried out, thereby applying an oil having a high isoparaffin ratio as a solvent. After a separation by boiling points according to the properties of the solvent product, a solid acid material and an oil having a high Cl content are mixed, impurities are removed by a heat treatment at a high temperature, and hydroisomerization is carried out by a noble metal/1-D zeolite catalyst, thereby, manufacturing a solvent product.

Abstract: Provided are a method of producing a Lube base oil composition including a) reacting at least a part of waste plastic pyrolysis oil having a boiling point in a range of 180 to 340° C. to remove impurities and oligomerize the oil; and b) hydroisomerizing at least a part of the product of step a). A lube base oil composition is also produced therefrom.

Abstract: Antibodies are provided herein that agonize Wnt signaling, do not compete with a Wnt ligand for LRP6 binding, and activate Wnt signaling in the presence of inhibitors. Methods for promoting cell differentiation and tissue regeneration using the disclosed antibodies are also provided.

Abstract: Provided are a stem cell-nano anticancer drug complex in which an anticancer drug based on carbon nanotubes (CNT) and gold (Au) nano particles is loaded on the surface of stem cells, which can overcome side effects of conventional stem cells and targeting limitations of nano anticancer drugs and whose anticancer effect is very excellent, the use thereof, and a method for preparing the same.