Abstract: The present invention provides a method for judging a highway abnormal event, which can determine the traffic jam phenomenon in the target road segment based on the trajectory data of each sample vehicle of the target road segment. The solution of the present invention has the following beneficial effects of 1. comprehensively considering the vehicle speed information of the sample vehicles to judge the traffic jam event; 2. determining the overall traffic jam event of the target road segment; 3. more accurately judging the traffic jam event of the target road segment.

Abstract: Techniques for receiving data at a physical coding sublayer (PCS) transmit structure from a media access control (MAC) sublayer are provided. A PCS transmit structure is configured to receive data from a MAC sublayer, the PCS transmit structure comprising a first FEC hardware module that inserts one or more alignment markers in the data and performs FEC encoding, in a first clock domain, on the one or more alignment markers and the data to generate FEC encoded data. Further, a PCS receive structure configured to receive the FEC encoded data from the PCS transmit structure, the PCS receive structure comprising a second FEC hardware module is configured to perform FEC decoding, in the second clock domain, on the FEC encoded data to generate FEC decoded data, and remove the one or more alignment markers from the FEC decoded data.

Abstract: A method may include generating a source transaction description, encoding, by an encoder model of a machine translation model executing on a computer processor, the source transaction description to create a context vector, decoding, by a decoder model of the machine translation model, the context vector to predict a target entity description, generating a transaction including the target entity description, detecting an acceptance, by a user, of an action performed on the transaction, in response to detecting the acceptance, updating a translation accuracy metric for the target entity description, determining that the updated translation accuracy metric satisfies a translation accuracy criterion, and in response to determining that the updated translation accuracy metric satisfies the translation accuracy criterion, adding the target entity description to golden entity descriptions.

Abstract: A gateway includes a communication interface and a processor. The processor is configured to receive, via the communication interface, a graphical representation of a device to be connected to the gateway, the graphical representation being in an electronic format. The processor is further configured to identify the device using the graphical representation to locate a record for the device in an electronic data storage. The processor is configured to search, connect and interact with a variety of the Internet of Things (IoT) devices or services. The processor is also configured to record and/or monitor all connected devices. The processor is also configured to provide a recommendation for the possible connection via a graphical user interface based on monitored/recorded patterns, which are permitted. The processor is configured to learn the monitored/recorded patterns based machine learning methods and trigger some actions with users' permissions or recommend a set of services to users.

Abstract: A socket includes a socket base, a first conducting plate, a second conducting plate, a cover, and a conducting assembly. The socket base is provided with a first driving device and a second driving device. The first conducting plate is received in the socket base and connected to the first driving device. The second conducting plate is received in the socket base and connected to the second driving device. The cover is connected to the socket to be turned between a first position and a second position. The conducting assembly has a first clamping member and a second clamping member to received pins of a plug therein. The first clamping member and the second clamping member are connected to the cover, and the first clamping member is associated with the first driving device and the second clamping member is associated with the second driving device.

Abstract: Mechanisms are provided for managing caching of data in a multi-tenant cache storage device utilized by a distributed dataset based application. The mechanisms retrieve Resilient Distributed Dataset (RDD) block size information for an RDD associated with an application. A probability distribution of RDD block sizes is generated based on the RDD block size information and a maximum size for a RDD block of data is estimated based on the probability distribution. An amount of free space in a portion of the multi-tenant cache storage device allocated to the application is estimated based on the estimated maximum size for the RDD block of data. Cache operations for caching data associated with the application to the multi-tenant cache storage device are managed based on the estimated amount of free space in the portion of the multi-tenant cache storage device allocated to the application.

Abstract: The present disclosure provides a semiconductor device including a carrier; a current blocking layer, formed on the carrier; a function structure, formed on the current blocking layer and comprising a surface opposite to the current blocking layer; a protective structure, formed on the function structure and exposing a portion of the surface; and an electrode, formed on the protective structure and exposing the portion of the surface.

Abstract: The disclosure provides an approach for transferring a packet from a source client to a destination application across a network. The approach generally includes writing an identifier to the packet by a switch, transferring the packet to a distributed log, logging a copy of the packet at the distributed log, and analyzing the packet for misplaced requests. The approach further includes, transmitting the packet from the distributed log to the destination, intercepting the packet by a shim layer and comparing the identifier to a counter maintained by the shim layer, and forwarding the packet to the destination application.

Abstract: An electronic apparatus includes a housing, a heating component arranged inside the housing, a plurality of heat sinks arranged inside the housing, a heat transport member coupled such that heat is transferred from the heating component to the heat sinks, air intake regions positioned in the housing, corresponding to the respective heat sinks, and arranged below and close to the respective heat sinks, and an air exhaust region positioned in the housing and arranged above the heat sinks.

Abstract: A resistivity measurement while drilling (MWD) device, including: a transmitting module arranged on an outer surface of a drill collar, for generating an induced current between the drill collar and surrounding formation by inductive coupling; a receiving electrode group including at least two electrodes, for receiving a measured current that reaches the electrode from the induced current through corresponding formation, two electrodes in the receiving electrode group being multiplexing electrodes; a resistivity calculation module configured to be connected to all or a part of the electrodes in the receiving electrode group in a measurement mode of the resistivity MWD device, to calculate the measured current received by a corresponding electrode and obtain resistivity of formation corresponding to the corresponding electrode; and a data transmission module configured to be connected to the multiplexing electrodes in a transmission mode of the resistivity MWD device, for transmitting calculated resistivity to

Abstract: A topology-aware parallel reduction method, system, and recording medium including obtaining the GPU connection topology of each of the plurality of GPUs as a connection tree, transforming the connection tree into a three layer tree comprising an intra-root tree, an intra-node tree, and an inter-node tree, evenly partitioning each entry on each of the GPUS, and selectively transferring data either in either direction or in each direction, simultaneously, along the evenly partitioned three layer tree using a full-duplex configuration of a PCIe bandwidth.

Abstract: The disclosure provides a high permeable porous substrate. The high permeable porous substrate includes a porous substrate body and a plurality of channels. The plurality of channels penetrate the first surface of the porous substrate body and do not penetrate the second surface of the porous substrate body. In addition, a solid oxide fuel cell supported by the high permeable porous substrate is also provided.

Abstract: An optical detecting apparatus for detecting a degree of freedom error of a spindle and has a standard bar and a sensor module, and is assembled between a spindle and a rotating platform of a powered machinery. The standard bar has a rod lens and a reflection face. The sensor module has two detecting groups, an oblique laser head, and a reflected spot displacement sensor. Each detecting group emits a laser light through the rod lens along the X-axis and the Y-axis of the powered machinery. The oblique laser head emits an oblique laser light to the reflected spot displacement sensor. When the spindle of the powered machinery generates errors after rotating, the sensor module receives the changes of the laser lights to obtain the displacement change signals of the standard bar for a calculation unit to detect the errors between the spindle and the rotating platform.

Abstract: A communication system can include a first subsystem of a well tool that can include a first cylindrically shaped band positioned around the first subsystem. The first cylindrically shaped band can be operable to electromagnetically couple with a second cylindrically shaped band. The communication system can also include a second subsystem of the well tool. The second subsystem can include the second cylindrically shaped band positioned around the second subsystem. The communication system can further include an intermediate subsystem positioned between the first subsystem and the second subsystem. The intermediate subsystem can include an insulator positioned coaxially around the intermediate subsystem.

Abstract: Disclosed are various embodiments for predictive caching of content to facilitate instantaneous use of the content. If a user is likely to commence use of a content item through a client, and if the client has available resources to facilitate instantaneous use, the client is configured to predictively cache the content item before the user commences use. In doing so, the client may obtain metadata for the content item from a server. The client may then initialize various resources to facilitate instantaneous use of the content item by the client based at least in part on the metadata.

Abstract: The embodiments of the present disclosure provide a method and apparatus for transmitting and receiving a signal using an unlicensed carrier, applied in a base station. After a right to use the unlicensed carrier is preempted by the base station, the signal in remaining resources and/or a subframe subsequent is transmitted to the remaining resources, herein the signal includes one or more of start symbol identity information, a synchronization signal, a reference signal, and a service data signal, herein, the remaining resources includes the complete Orthogonal Frequency-Division Multiplexing (OFDM) symbols located in a contention back-off window and after a time point when the right to use the unlicensed carrier is contended, or complete OFDM symbols from the time point when the right to use the unlicensed carrier is contended by the base station up to an end time of a subframe in which the time point is located.

Abstract: Provided are a storage method and apparatus for a distributed file system. The method includes: determining access times to a same file in preset time; and migrating the file to a storage device with higher performance than that of a current storage device according to the access times. Through the technical solution, tiered storage is performed on files in the distributed file system according to access enthusiasm of the files, that is, a file with a high access frequency in the preset time is migrated to a storage device with higher performance, and a file fragment storage location is associated with file fragment access enthusiasm through differential storage, so that IOPS pressure between storage devices is balanced and the overall performance is improved.

Abstract: The present invention refers to an apparatus for the transfer of foil bags, the apparatus comprising a magazine system, a plurality of adjacently arranged bag receptacles for the simultaneous transportation of adjacently arranged foil bags, and comprising a plurality of clamps which are each configured for gripping a foil bag in a bag receptacle and for the suspended transportation of the foil bag, wherein the apparatus is configured such that during operation foil bags are transferred from the foil bag magazines to the bag receptacles and are gripped in the bag receptacles by the clamps and are transported in suspended fashion, and wherein the apparatus comprises height-adjustable bottom support elements which are configured and arranged such that they respectively support from below the bottom of a foil bag in a bag receptacle up to the position where the clamps grip the foil bag.

Abstract: A method of purifying a cyclic ester, the method including: granulating a crude cyclic ester, an average particle size of resulting granules being 0.05-1.00 mm; adding the granules to 0-4° C. water to yield a mixture, a mass ratio of the water to the granules being (0.5-2):1; stirring the mixture, and performing solid-liquid separation on the mixture; repeating the stirring and solid-liquid separation for 1-4 times, to yield a purified cyclic ester; drying the purified cyclic ester at 0-4° C. and at an absolute pressure of less than or equal to 10 pascal for 4-6 hours, and continually drying the purified cyclic ester at 40-60° C. and at an absolute pressure of less than or equal to 5 pascal for 1-2 hours.