Abstract: A machine-learning system receives from multiple sensors a set of trace-data time series. Each time series contains a chronological sequence of sensor measurements of one attribute of one instance of a manufacturing product or process. The system partitions each series into a set of contiguous segments and selects one received series to be a standard series for each attribute. The starting and ending measurements of each non-standard time series are then time-aligned to the starting and ending points of the non-standard series' corresponding standard series, using a dynamic time-warping procedure. One or more segments of each aligned non-standard series are then aligned to each segment of the corresponding standard series. The resulting time-aligned, segmented time series are then incorporated into a corpus that is used by a machine-learning module to train a self-learning application.

Abstract: An example system and method facilitates operation of a networked software application, i.e., client application which communicates with a network resource (e.g., web service) during periods of intermittent network connectivity, by selectively intercepting and shredding and/or unshredding service response messages. In a specific embodiment, the example system includes one or more pluggable shredders and unshredders that are used to explode a complex REpresentational State Transfer (REST) payload into its constituent structured primitive objects for ease of consumption by the User Interface (UI) of the client application. The exploded, i.e., shredded response message payloads are stored in local cache, where the cached data is strategically structured as compared to the received REST payload. One or more unshredders selectively reconstruct one or more REST response message payloads if client reissues the corresponding REST request message while offline.

Abstract: An example method facilitates modification and generation of User Interface (UI) display screens for webpages and web applications, such as process-based software applications. The example method includes receiving a first signal to access a webpage that includes a static UI display screen for a web application; serving the webpage in response to the signal; detecting the dynamic configuration functionality associated with the webpage, wherein the configuration functionality includes code and UI metadata provided in or with a dynamic layout file, the code and UI metadata including one or more rules and specifications for configuring schema used to generate rendering instructions for the dynamic part of the webpage.

Abstract: An example system and method facilitates operation of a networked software application that communicates with a network resource during periods of intermittent network connectivity and includes determining when a networked software application is offline and when it is online; selectively intercepting one or more request messages from the networked software application addressed to a network resource when the software application is offline, resulting in a store of intercepted request messages; detecting when the networked software application transitions from being offline to being online; and selectively issuing the one or more request messages to the network resource in a sequence in which the one or more request messages were stored in the store of intercepted request messages.

Abstract: An adaptive screen encoding method comprising: using a computer, creating and storing, in computer memory, a plurality of conditions for use by a server configured to determine which of picture coding type to select; detecting a current picture by a sender for a content type including textual content, graphical content, and natural image content; determining a percentage of static macroblocks corresponding to the current picture; selecting the picture coding type based on the content type, the plurality of conditions, and the percentage of static macroblocks, wherein the method is performed by one or more special-purpose computing devices.

Abstract: A transport apparatus may include a patient bed unit for supporting the patient; a transferring unit for moving the patient bed unit along a first direction of the MRI device; and an elevating module for moving the patient bed unit along a second direction of the MRI device.

Abstract: Systems and methods are provided for automatic operation detection on protected fields. A data model configuration can be used to specify which attributes of a data model used by a cloud-based application are protected by a data security provider monitoring communications between the application and a client device. A determination can be made automatically which operations of the cloud-based application are supported for protected fields. The cloud-based application can be configured to enable/disable certain features, such as validators, auto complete, search operators, etc. according to whether the attributes are protected fields.

Abstract: Systems and methods are provided for federated search. Search results can be federated across cloud-based data stores having data accessible to applications hosted in the cloud and private data stores protected by a data security provider that manages communications between a private network and the cloud. A search query invoked by a client of a cloud-based application can be partitioned into search criteria applicable to the cloud-based data stores and search criteria applicable to the private data store. The cloud-based application can perform a search using the search criteria applicable to the cloud-based data stores and use results of a search against the private data store to federate the results.

Abstract: Systems and techniques are disclosed for general purpose register dynamic allocation based on latency associated with of instructions in processor threads. A streaming processor can include a general purpose registers configured to stored data associated with threads, and a thread scheduler configured to receive allocation information for the general purpose registers, the information describing general purpose registers that are to be assigned as persistent general purpose registers (pGPRs) and volatile general purpose registers (vGPRs). The plurality of general purpose registers can be allocated according to the received information. The streaming processor can include the general purpose registers allocated according to the received information, the allocated based on execution latencies of instructions included in the threads.

Abstract: A transport apparatus may include a patient bed unit for supporting the patient; a transferring unit for moving the patient bed unit along a first direction of the MRI device; and an elevating module for moving the patient bed unit along a second direction of the MRI device.

Abstract: The present invention relates to the field of biotechnology engineering. It provides a recombinant Escherichia coli that can produce fructosylated chondroitin with high yields and the method for constructing the recombinant strain. The present invention discloses a method for constructing an expression plasmid pETM6R1-RBS-glmM-GGGS-glmS that contains a glmM and a glmS gene under regulation of ribosome binding sites. The recombinant plasmid was transformed into E. coli K4 to obtain a recombinant E. coli strain ZQ33 that can produce fructosylated chondroitin up to 3.99 g·L?1 by fed-batch fermentation in a 5-L fermentor, which was increased by 108.90% compared to that of the wild type strain.

Abstract: Concepts and technologies are disclosed herein for state detection and voice guided setup for a video doorbell unit. A video doorbell unit that does not include a visual display can store prompt data that can be used to generate audio output to guide a user or other entity through a setup process using state detected by one or more state sensors of the video doorbell unit.

Abstract: The present disclosure discloses a maltooligosyl trehalose synthase mutant with improved thermal stability, and belongs to the technical fields of enzyme engineering and protein engineering. The residual enzyme activities of the MTSase mutants S361R, S444E, S361R/S444E, S361K/S444E, G415P/S361R/S444E and G415P consistent with the present disclosure after treatment at 60° C. for 10 min are respectively 70.3%, 50.1%, 83.5%, 65.9%, 100% and 80.7%, which are respectively 1.6, 1.1, 1.9, 1.5, 2.3 and 1.9 times of that of the wild type. The half-lives of the S361R/S444E and G415P/S361R/S444E at 60° C. are respectively 14.9 min and 90.8 min which are respectively 3.2 and 19.7 times of that of the wild type, indicating that the thermal stability of the MTSase mutant consistent with the present disclosure is significantly improved than that of the wild type.

Abstract: Systems and methods are provided for supporting sharing the same table for protected and non-protected data columns. Different data object can be defined on the same database table. A discriminate flag can be defined to identify the data object to which a particular row belongs. The discriminate flag can be built into the data object so that rows belong to the data object are picked up during a query. Data protection can then be configured at the data object level so that rows that belong to the data object are subject to protection such as encryption or tokenization.

Abstract: A single action draw press and a draw die set for the single action draw are disclosed. The single action draw press and die include a bolster and a stationary punch. A cushion is assembled to the bolster to support a binder ring that is adapted to be engaged by a die attached to a press ram. The die is reciprocated by the press ram relative to the bolster while a mechanical lock engages the die and the binder ring. The die contacts the binder ring and a mechanical lock secures the die and binder ring together while the die draws a panel over the stationary punch.

Abstract: The present disclosure relates to a method for human-machine interaction in a storage unit, a storage unit, and a storage medium. The method includes: detecting a user behavior in a preset area, the preset area including a sensing area of the storage unit; extracting voice information and/or facial information of a user according to the user behavior; determining a target position of an item of interest to the user according to the voice information and/or facial information; obtaining an item identification corresponding to the target position according to a preset corresponding relationship between a position of a stored item and an identification of a stored item in the storage unit; and pushing item information corresponding to the item identification. Based on the disclosure, the user can know the item information that he/she is interested in, and the problems of the traditional mode of shopping consumption can be solved.

Abstract: The present disclosure relates to a method for human-machine interaction in a storage unit, a storage unit and a storage medium. The method includes: detecting a user behavior in a preset sensing area, the preset sensing area being a sensing area of the storage unit; extracting and analyzing grabbing behavior feature information corresponding to the user behavior; determining a target position that a user grabs for based on the grabbing behavior feature information; obtaining a target item identification of a stored item corresponding to the target position based on a preset corresponding relationship between a storage dividing position and a corresponding stored item; and pushing corresponding information of the target item identification.

Abstract: The present invention discloses a maltooligosyl trehalose trehalohydrolase (MTHase) mutant and application thereof, belonging to the technical fields of gene engineering and enzyme engineering. The present invention provides a series of MTHase mutants to prepare trehalose, having a better effect. Further, the MTHase mutant is expressed in Escherichia coli BL21 (DE3) and the enzyme is optimized by fermentation, which can significantly increase the yield of enzymes.

Abstract: Methods, apparatus, and systems for data communication over a multi-wire, multi-phase interface are disclosed. A method of calibration includes configuring a 3-phase signal to include a high frequency component and a low frequency component during a calibration period, and transmitting a version of the 3-phase signal on each wire of a 3-wire interface. The version of the 3-phase signal transmitted on each wire is out-of-phase with the versions of the 3-phase signal transmitted on each of the other wires of the 3-wire interface. The 3-phase signal may be configured to enable a receiver to determine certain operating parameters of the 3-wire interface.