Abstract: A method is provided for data matching between a set of source data structures and a set of target data structures. The method includes obtaining, using a processor device configured to perform machine learning, source to target matching results with matching scores, based on the sets of source and target data structures. The method further includes calculating, by the processor device, context information for data structure pairs based on a structure similarity and an ontology similarity between constituent data structures thereof. Each of data structure pairs include as the constituent data structures a respective source data structure and a respective target data structure from the sets of source and target data structures. The method also includes updating, by the processor device, the matching scores based on the context information. The method additionally includes controlling, by the processor device, a hardware device responsive to at least one updated matching score.

Abstract: Embodiments generally relate transforming data for a target schema. In some embodiments, a method includes receiving input data, where the input data includes a plurality of segments, and where the segments include a plurality of source fields containing target data. The method further includes characterizing the input data based at least in part on a plurality of predetermined metrics, where the predetermined metrics determine a structure of the input data. The method further includes mapping the target data in the source fields of the segments to a plurality of target fields of a target schema based at least in part on the characterizing. The method further includes populating the target fields of the target schema with the target data from the source fields based at least in part on the mapping.

Abstract: Performing an operation comprising transforming an input dataset to a predefined format, extracting, from the transformed dataset, a plurality of features describing the transformed dataset, and generating, by a machine learning (ML) algorithm executing on a processor and based on an ML model, a plurality of rules for modifying the transformed dataset to conform with a first data model.

Abstract: An iron-based biodegradable component includes an iron element of 60 to 99.5 parts by weight and modifying material of 0.5 to 40 parts by weight, wherein the modifying material includes at least one of a zinc element of 0.1 to 5 parts by weight and a biodegradable ceramic material of 0.1 to 40 parts by weight.

Abstract: A power supplying device and a heating system are disclosed. The power supplying device includes a first base, a thermoelectric transmitting module, a conducting circuit, and a second base. The first base has a first flow path and a supporting surface. The thermoelectric transmitting module is disposed on the supporting surface. The conducting circuit is disposed on the supporting surface and electrically connected to the thermoelectric transmitting module. At least one portion of a projection of the first flow path to the supporting surface overlaps the conducting circuit. The second base is stacked on the thermoelectric transmitting module, and the thermoelectric transmitting module is positioned between the first base and the second base. The heating system includes the power supplying device and a heater powered by the power supplying device.

Abstract: Systems, computer-implemented methods and/or computer program products that facilitate automatically mapping different data types are provided. In one embodiment, a computer-implemented method comprises: constructing, by a system operatively coupled to a processor, an index from one or more classifier models for one or more data types; scoring and ranking, by the system, one or more candidate pairs for the one or more data types based on confidence score; and analyzing, by the system, how the one or more candidate pairs are scored and automatically generating the one or more classifier models used to construct the index.

Abstract: An electrically conductive material includes a plurality of nanowires and a plurality of nanoconnectors. The ratio by weight of the plurality of nanowires to the plurality of nanoconnectors is in a range of from 1:9 to 9:1. Nanoconnectors can be heated by thermal energy or light energy so that the nanoconnectors can be closely interconnected to each other and to nanowires, resulting in significant increase of the electrical conductivity of the electrically conductive material.

Abstract: An application server disk image generating apparatus and method comprising a basic disk image generating component for generating basic disk images for basic programs used by the server; an incremental disk image generating component for generating incremental disk images including heritage relationship for other respective applications based on the basic programs used by the server; and an image profile generating means for generating an image profile for each of the basic disk images and the incremental disk images. By using the apparatus, the storage consumption can be decreased greatly and the storage efficiency can be improved. The invention also discloses an application server disk image management and distribution system to which the application server disk image generating apparatus is applied, and a system for provisioning the application server using disk images.

Abstract: A thermoelectric alloy material and thermoelectric element are provided, wherein the thermoelectric alloy material includes a Half-Heusler (HH) composition as matrix. The thermoelectric alloy material is represented by following formula (I): (Zra1Hfb1)x(Fec1Cod1)y(Sbe1Snf1)z ??(I) In the formula (I), 0<a1<1, 0<b1<1, 0<c1<1, 0<d1<1, 0<e1<1, 0<f1<1, a1+b1=1, c1+d1=1, e1+f1=1, c1?f1, and 0.25?x, y, z?0.35.

Abstract: A technique for updating configurations of a target system in a computer. The method comprises booting, based on Preboot Execution Environment technology, a micro-system for updating configurations of a target system before booting the target system, the micro-system performing the steps of: (a) acquiring target configuration packages via a network from a server; (b) extracting target configuration data from said target configuration packages; and (c) updating the configurations of said target system by using said target configuration data, wherein said micro-system is independent of said target system.

Abstract: An electrically conductive material includes a plurality of nanowires and a plurality of nanoconnectors. The ratio by weight of the plurality of nanowires to the plurality of nanoconnectors is in a range of from 1:9 to 9:1. Nanoconnectors can be heated by thermal energy or light energy so that the nanoconnectors can be closely interconnected to each other and to nanowires, resulting in significant increase of the electrical conductivity of the electrically conductive material.

Abstract: A composite material of complex alloy is provided and it is the Ceramic-Metal Composite based on a thermoelectric material filled with ceramic material. The composite material is represented by the following general formula (I). A1?xBx ??(I) In the general formula (I), 0.05?X?0.2; A represents a Half-Heusler thermoelectric material and its proportional composition is represented with the following formula (II). (Tia1Zrb1Hfc1)1?y?zNiy Snz ??(II) In the general formula (II), 0<a1<1, 0<b1<1, 0<c1<1, a1+b1+c1=1, 0.25?y?0.35, and 0.25?z?0.35; B represents at least one element selected from a group of C, O, and N.

Abstract: A technique for updating configurations of a target system in a computer. The method comprises booting, based on Preboot Execution Environment technology, a micro-system for updating configurations of a target system before booting the target system, the micro-system performing the steps of: (a) acquiring target configuration packages via a network from a server; (b) extracting target configuration data from said target configuration packages; and (c) updating the configurations of said target system by using said target configuration data, wherein said micro-system is independent of said target system.

Abstract: An application server disk image generating apparatus and method comprising a basic disk image generating component for generating basic disk images for basic programs used by the server; an incremental disk image generating component for generating incremental disk images including heritage relationship for other respective applications based on the basic programs used by the server; and an image profile generating means for generating an image profile for each of the basic disk images and the incremental disk images. By using the apparatus, the storage consumption can be decreased greatly and the storage efficiency can be improved. The invention also discloses an application server disk image management and distribution system to which the application server disk image generating apparatus is applied, and a system for provisioning the application server using disk images.