Abstract: Systems and techniques for multi-phase cloud service node error prediction are described herein. A set of spatial metrics and a set of temporal metrics may be obtained for node devices in a cloud computing platform. The node devices may be evaluated using a spatial machine learning model and a temporal machine learning model to create a spatial output and a temporal output. One or more potentially faulty nodes may be determined based on an evaluation of the spatial output and the temporal output using a ranking model. The one or more potentially faulty nodes may be a subset of the node devices. One or more migration source nodes may be identified from one or more potentially faulty nodes. The one or more migration source nodes may be identified by minimization of a cost of false positive and false negative node detection.

Abstract: A cable twisting protection device, a method of use of the cable twisting protection device and a wind turbine are provided according to the present application. The cable twisting protection device includes: a cable clamping block, including a first clamping block and a second clamping block, wherein the first clamping block and the second clamping block are connected to form a tubular structure having a through hole at a middle and the through hole is configured to clamp a cable; and a cable partition plate, formed by splicing two or more separation plates, wherein grooves are provided in butting faces of each of the separation plates. The cable clamping blocks are fixedly connected to the cable partition plate, and the tubular structures of the cable clamping blocks are vertically aligned with the separation holes of the cable partition plate respectively.

Abstract: Systems and techniques for multi-factor cloud service storage device error prediction are described herein. A set of storage device metrics and a set of computing system metrics may be obtained. A feature set may be generated using the set of storage device metrics and the set of computing system metrics. Members of the feature set may be validated by evaluating a validation training dataset using the members of the feature set. A modified feature set may be created based on the validation. A storage device failure model may be created using the modified feature set. A storage device rating range may be determined by minimizing a cost of misclassification of a storage device. A set of storage devices to be labeled may be identified as having a high probability of failure.

Abstract: The present disclosure relates to autonomous driving technology, and provides a vehicle control method for platooning, a vehicle mounted apparatus, and a vehicle.

Abstract: The present invention provides compositions, methods, and kits comprising one or more compounds of Formula I, such as XY018, alone or in combination with one or more anticancer drugs, such as an anti-androgen drug, that are useful for treating cancer, e.g., prostate cancer, such as castration-resistant prostate cancer (CRPC), and numerous other types of cancer including lung cancer, breast cancer, liver cancer, ovarian cancer, endometrial cancer, bladder cancer, colon cancer, gastric cancer, lymphoma, and glioma.

Abstract: Methods for altering leptin resistance and the hormonal control of energy balance, and methods for treating obesity and diabetes, as well as promoting weight gain, using batotin and batotin inhibitors.

Abstract: Methods and compositions are provided for engineering mutant enzymes with reduced star activity where the mutant enzymes have a fidelity index (FI) in a specified buffer that is greater than the FI of the non-mutated enzyme in the same buffer.

Abstract: Provided is a method for manufacturing tower tube section, including: forming a first tubular section and a second tubular section; joining the first tubular section and the second tubular section; forming a first notch on the first tubular section and a second notch on the second tubular section, where an opening is formed by the first tubular section and second tubular section, and a height of the first notch is less than a height of the first tubular section, and a height of the second notch is less than a height of the second tubular section; forming a door frame, where the door frame is embedded in the opening and is welded to the first tubular section and the second tubular section, and a door opening is provided to the door frame.

Abstract: A manufacturing method for TFT array substrate and TFT array substrate are disclosed. After depositing an electrode material layer and a metal material layer on the gate insulation layer and the active layer in sequence after the active layer above the gate electrode is formed. A photoresist pattern is formed on the metal material layer. The photoresist pattern includes a first and second photoresist blocks with different thicknesses. The metal material layer and the electrode material layer are etched using the photoresist pattern to form a contact electrode and pixel electrodes connected with two ends of the active layer and the source/drain electrodes on the contact electrode. The process is simple and can effectively reduce the contact resistance between the source/drain and the active layer and improve the quality of the product.

Abstract: Disclosed in the present invention are a salt type and crystal type of 4H-pyrazolo[1, 5-alpha]benzimidazole compound and the preparation method and intermediate thereof. The 4H-pyrazolo[1,5-alpha]benzimidazole compound has the structure of Compound 2.

Abstract: Compounds having activity as PKM2 activators are disclosed. The compounds have the following structure (I): including stereoisomers, tautomers, pharmaceutically acceptable salts and prodrugs thereof, wherein R1, R2, R3, R4, R5 and R6 are as defined herein. Methods associated with preparation and use of such compounds, as well as pharmaceutical compositions comprising such compounds, are also disclosed.

Abstract: This disclosure relates to improved techniques for performing multi-view image clustering. The techniques described herein utilize machine learning functions to optimize the image clustering process. Multi-view features are extracted from a collection of images. A machine learning function is configured to jointly learn a fused binary representation that combines the multi-view features and one or more binary cluster structures that can be used to partition the images. A clustering function utilizes the fused binary representation and the one or more binary cluster structures to generate one or more image clusters based on the collection of images.

Abstract: The present invention provides a compound having the following structure: Compositions and methods for using the same in the treatment of skin disorders and other Pim kinase-associated conditions are also disclosed.

Abstract: The present disclosure relates to a field of display technologies and provides a light diffusing component, a backlight component having the same, and a display device. The light diffusing component may include a main body, a protruding portion, and a reflecting portion. The protruding portion is disposed on a side of the main body and protruded from the main body; the reflecting portion is disposed on the protruding portion and an edge region of the main body portion connected to the protruding portion, so as to reflect light incident from a lower portion of the light diffusing component. Light transmittance of the reflecting portion gradually increases in a direction away from a center of the diffusing component.

Abstract: The present disclosure relates to systems, methods, and computer readable media for predicting deployment growth on one or more node clusters and selectively permitting deployment requests on a per cluster basis. For example, systems disclosed herein may apply tenant growth prediction system trained to output a deployment growth classification indicative of a predicted growth of deployments on a node cluster. The system disclosed herein may further utilize the deployment growth classification to determine whether a deployment request may be permitted while maintaining a sufficiently sized capacity buffer to avoid deployment failures for existing deployments previously implemented on the node cluster. By selectively permitting or denying deployments based on a variety of factors, the systems described herein can more efficiently utilize cluster resources on a per-cluster basis without causing a significant increase in deployment failures for existing customers.

Abstract: The present invention discloses a methanol-mediated method for separating an alkaline solution of hemicellulose, and an ethanol-mediated method for separating an alkaline solution of hemicellulose, where methanol/ethanol is added into the alkaline solution in which hemicellulose is dissolved, and stirred thoroughly until the mixture is homogeneous, to destroy the hydrated layer effect formed between the hemicellulose and the alkaline solution through the methanol/ethanol-mediated hydrophobic effect, such that hemicellulose is precipitated from the solution system, and then the mixture is subjected to separation by sedimentation, centrifugation or filtration to obtain a precipitate of hemicellulose and an alkaline solution of methanol/ethanol; and by using the prompting effect of an alkaline condition on evaporation and gasification separation of methanol/ethanol from water, a reduced-pressure distillation (rectification) or gasification membrane is used to separate methanol/ethanol from the alkaline solution,

Abstract: Methods of treating or reducing the risk of obesity and/or obesite-related disorders, e.g., metabolic syndrome, hepatic and non-hepatic steatosis, and diabetes, using C20orf27 proteins or nucleic acids.

Abstract: The present invention discloses a CLALS protein, its coding gene and use in predicting the herbicide resistance of a watermelon. The herbicide resistance of a watermelon to be tested in which “the amino acid residue at position 190 from N-terminus of the CLALS protein is only a non-proline residue” or a watermelon to be tested in which “the amino acid residue at position 190 from N-terminus of the CLALS protein is a non-proline residue and a proline residue” is stronger than that of a watermelon to be tested in which “the amino acid residue at position 190 from N-terminus of the CLALS protein is only a proline residue”. Experiments have shown that the type of the amino acid residue at position 190 from the N-terminus of CLALS protein can be used as a detection target to predict the herbicide resistance of a watermelon to be tested. The invention has great application value.

Abstract: Compounds having activity as PKM2 activators are disclosed. The compounds have the following structure (I): including stereoisomers, tautomers, pharmaceutically acceptable salts and prodrugs thereof, wherein R1, R2, R3, R4, R5 and R6 are as defined herein. Methods associated with preparation and use of such compounds, as well as pharmaceutical compositions comprising such compounds, are also disclosed.