Abstract: The invention discloses a blockchain-based intrusion detection system for railway signal, which is built on a blockchain's distributed chain structure, without a central, trusted control center. This design mitigates the vulnerabilities associated with centralized intrusion detection centers. Additionally, by utilizing a blockchain-based distributed structure, it also eliminates the risk of a single point of failure for the intrusion detection center. Moreover, the data within the blockchain-based intrusion detection system is highly resistant to malicious tampering. This is achieved by leveraging the consensus mechanism inherent in the blockchain, which can achieve consensus among intrusion detection nodes. The current invention solves the internal evil attacks and avoid the inability to reach consensus between nodes due to internal evil, thereby affecting the intrusion detection performance; at the same time, the intrusion detection model can resist external network attacks.

Abstract: A system for predicting therapy resistance and its molecular mechanisms in rectal cancer before treatment is provided. The system includes a feature extraction device, a collection device, a signature construction device and a prediction device. The system can predict responses to neoadjuvant therapy in patients before treatment, analyze patients who are resistant to rectal cancer therapy and their underlying molecular mechanism, thereby enabling personalized therapy for patients who are resistant to rectal cancer therapy. The system has important clinical significance in improving the overall survival of rectal cancer patients.

Abstract: The disclosed computer-implemented method may include capturing, by a computing device, a current position of a wearable device and a current position of user eye gaze at a current time. The method may also include determining that a user eye gaze is at a fixation position based on a speed of gaze movement. Additionally, the method may include calculating a direction of cursor movement by comparing a current cursor position with a previous cursor position at a previous time. Furthermore, the method may include calculating a likelihood of the fixation position being a target cursor position based on a difference between the direction of cursor movement and a direction from the current cursor position to the fixation position. Finally, the method may include increasing a speed of cursor movement toward the fixation position based on the likelihood. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A water purification module configured to reduce the total organic content of water that flows through a water flow path of a water purification system between an inlet and a first point of use dispenser. The water purification module defines a first recirculation water flow path loop in the water flow path that is in fluid communication with, and forms part of, the water flow path of the water purification system. The water purification module includes a pump, an ultraviolet radiation treatment device, and a tank fluidly connected in the first recirculation water flow path loop such that water that enters the inlet to the water flow path of the water purification system is circulated one or more times through the first recirculation water flow path loop of the water purification module by the pump to generate purified water having a reduced total organic content. The purified water is selectively dispensable from the water purification system at the first point of use dispenser.

Abstract: A method and system for realizing a FPGA server, wherein centralized monitoring and managing all SoC FPGA compute nodes within the server by a motherboard, the motherboard comprising: a plurality of self-defined management interfaces for connecting the SoC FPGA compute nodes to supply power and data switch to the SoC FPGA compute nodes; a management network switch module for interconnecting the SoC FPGA compute nodes and supplying management; and a core control unit for managing the SoC FPGA compute nodes through the self-defined management interfaces and a self-defined management interface protocol, and acquiring operating parameters of the SoC FPGA compute nodes to manage and monitor the SoC FPGA compute nodes based on the management interface protocol.

Abstract: Disclosed are a power grid-friendly control method and system for a data center cooling system. The method includes: dividing an equipment room into a plurality of pieces of subspace in advance, with a plurality of servers and a cooling device comprised in each piece of subspace; obtaining total power consumption of the servers in each piece of subspace; performing priority sorting on the total power consumption of the servers in each piece of subspace; obtaining a real-time power supply energy consumption value of a power grid; determining, whether an energy supply is sufficient; and if the energy supply is sufficient, skipping turning off the cooling device in the subspace; or if the energy supply is not sufficient, turning off a cooling device, till it is determined that the energy supply is sufficient, thus minimizing impact of turning off the cooling system on stability.

Abstract: A method and system for realizing a FPGA server, wherein centralized monitoring and managing all SoC FPGA compute nodes within the server by a motherboard, the motherboard comprising: a plurality of self-defined management interfaces for connecting the SoC FPGA compute nodes to supply power and data switch to the SoC FPGA compute nodes; a management network switch module for interconnecting the SoC FPGA compute nodes and supplying management; and a core control unit for managing the SoC FPGA compute nodes through the self-defined management interfaces and a self-defined management interface protocol, and acquiring operating parameters of the SoC FPGA compute nodes to manage and monitor the SoC FPGA compute nodes based on the management interface protocol.

Abstract: Disclosed are a power grid-friendly control method and system for a data center cooling system. The method includes: dividing an equipment room into a plurality of pieces of subspace in advance, with a plurality of servers and a cooling device comprised in each piece of subspace; obtaining total power consumption of the servers in each piece of subspace; performing priority sorting on the total power consumption of the servers in each piece of subspace; obtaining a real-time power supply energy consumption value of a power grid; determining, whether an energy supply is sufficient; and if the energy supply is sufficient, skipping turning off the cooling device in the subspace; or if the energy supply is not sufficient, turning off a cooling device, till it is determined that the energy supply is sufficient, thus minimizing impact of turning off the cooling system on stability.

Abstract: The embodiments of the disclosure disclose a method and apparatus for generating to-be-played multimedia content. An embodiment of the method includes: receiving a third-party multimedia playlist, the third-party multimedia playlist being from a third-party multimedia playing platform; analyzing the third-party multimedia playlist to obtain identifier information of multimedia contents in the third-party multimedia playlist, the identifier information including name information of the multimedia content and name information of the leading author; determining to-be-played multimedia content matching the multimedia contents in the third-party multimedia playlist from a multimedia content database based on the identifier information of the multimedia contents in the third-party multimedia playlist to generate a to-be-played multimedia content list; and sending the to-be-played multimedia content list to a terminal playing device.

Abstract: A portable complete analysis solution that integrates computer vision, spectrometry, and artificial intelligence for providing self-adaptive, real time information and recommendations for objects of interest. The solution has three major key components: (1) a camera enabled mobile device to capture an image of the object, followed by fast computer vision analysis for features and key elements extraction; (2) a portable wireless spectrometer to obtain spectral information of the object at areas of interest, followed by transmission of the data (data from all built in sensors) to the mobile device and the cloud; and (3) a sophisticated cloud based artificial intelligence model to encode the features from images and chemical information from spectral analysis to decode the object of interest. The complete solution provides fast, accurate, and real time analyses that allows users to obtain clear information about objects of interest as well as personalized recommendations based on the information.

Abstract: The present invention discloses a method for real-time positioning of a smart device, comprising: getting tri-axial acceleration sequences truncated in turn by using a preset time period in the world coordinate individually; acquiring a dominate frequency fstep by applying fast Fourier transform (FFT) on the truncated Z-axis acceleration sequence, using a band-pass filter with a pass band [fstep?0.5 Hz, fstep+0.5 Hz] to filter the truncated tri axial acceleration sequences individually; comparing the time domain waveform form from the filtered Z-axis acceleration sequence with a preset step threshold, and counting each peak above the threshold as a step to acquire a user's step number in the present time period; determining the moving direction of the smart device in the time period by calculating the filtered X-axis and Y-axis acceleration sequences; determining the current position of the smart device by calculating the user's step number and the moving direction of the smart device.

Abstract: The embodiments of the disclosure disclose a method and apparatus for generating to-be-played multimedia content. An embodiment of the method includes: receiving a third-party multimedia playlist, the third-party multimedia playlist being from a third-party multimedia playing platform; analyzing the third-party multimedia playlist to obtain identifier information of multimedia contents in the third-party multimedia playlist, the identifier information including name information of the multimedia content and name information of the leading author; determining to-be-played multimedia content matching the multimedia contents in the third-party multimedia playlist from a multimedia content database based on the identifier information of the multimedia contents in the third-party multimedia playlist to generate a to-be-played multimedia content list; and sending the to-be-played multimedia content list to a terminal playing device.

Abstract: A portable complete analysis solution that integrates computer vision, spectrometry, and artificial intelligence for providing self-adaptive, real time information and recommendations for objects of interest. The solution has three major key components: (1) a camera enabled mobile device to capture an image of the object, followed by fast computer vision analysis for features and key elements extraction; (2) a portable wireless spectrometer to obtain spectral information of the object at areas of interest, followed by transmission of the data (data from all built in sensors) to the mobile device and the cloud; and (3) a sophisticated cloud based artificial intelligence model to encode the features from images and chemical information from spectral analysis to decode the object of interest. The complete solution provides fast, accurate, and real time analyses that allows users to obtain clear information about objects of interest as well as personalized recommendations based on the information.

Abstract: Forming a metal oxide by treating an acidic solution containing a metal to yield a precursor in the form of a semi-liquid, semi-solid or solid, and treating the precursor to yield a product including the metal oxide. An organic or inorganic component may be combined with the precursor to yield a second semi-liquid, semi-solid or solid. The product may be treated to yield a new material. In some cases, the metal oxide has an empirical formula HxM2A1y-A2z, where M represents a transition metal or any combination of transition metals in Groups 3-12; A1 is a first oxyanion; A2 is a second oxyanion; 0?x?3; 0?y?3; 0?z?3; and y+z>0.

Abstract: A self-interference channel estimation method and device, where the method includes: determining, when a receive port of the first device receives a first signal, a second signal transmitted by a transmit port of the first device, wherein the first signal comprises a service signal from a second device, and comprises a self-interference signal originated from the second signal interfering, through an air interface, with the service signal from the second device, wherein service data comprised in the second signal is segmented into at least two segments, and a signal sequence formed by at least one preset character is inserted between the at least two segments of service data; estimating, according to the first signal and the second signal, the self-interference signal originated from the second signal; and eliminating the estimated self-interference signal from the received first signal.

Abstract: Technologies are generally described for systems and methods effective to provide migration of data to a cloud computing service without interruption of service to client devices. In an example, a method includes establishing a first communication link with one or more communication devices and establishing a second communication link with a source device. The method also includes transferring via the second communication link at least a data set of a plurality of data sets of the source device and storing at least the data set to a data store. Further, the method includes receiving, via the first communication link, a request for the data set or another data set of the plurality of data sets, wherein the request is received from a communication device of the one or more communication devices.

Abstract: Methods of reducing a likelihood of contact between a rotating laundry-container, such as a basket or drum, located within a tub of a laundry treating appliance where the method includes accelerating a rotational speed of the rotating laundry-container during an extraction cycle speed ramp, monitoring the friction associated with the rotating laundry-container during the speed ramp and comparing to a threshold and altering the accelerating of the rotational speed of the rotating laundry-container when the comparing indicates the threshold is satisfied.