Abstract: Example embodiments of the present disclosure provide methods and devices for optimizing performance of hardware accelerators. The accelerator device may detect status information of a current acceleration task being executed. The detected status information is provided to a host associated with the accelerator device. The host makes preparation for a subsequent acceleration task based on the status information before termination of the current running acceleration task. The accelerator device may execute the subsequent acceleration task based on the preparation. In this way, the performance of hardware accelerator is optimized.

Abstract: A Chinese character Pinyin input method and apparatus are disclosed. The method includes displaying on a human-machine interaction interface (HMI) initial keys representing all initials and simple final keys representing all simple finals. The method further includes, in response to an operation with respect to a simple final, displaying on the HMI auxiliary keys corresponding to the simple final, wherein various combinations of the simple final and symbols represented by the auxiliary keys respectively form compound finals starting with the simple final. The disclosed method and apparatus are especially applicable to inputting Chinese characters on a smart device touchscreen.

Abstract: Enhanced security is provided for cloud based matching systems by using the principle of Independence of Irrelevant Alternatives (IIA). The client uses IIA to transform alternative data before sending it to the cloud, and then does the reverse transformation on the matching results generated by the cloud service provider to rebuild the matching results for the alternative data. Using this protocol, the client does not disclose its own data in a form that is usable by the cloud service provider, and the cloud service provider does not disclose to the client the provider's proprietary coefficient beta information.

Abstract: A Chinese character Pinyin input method and apparatus are disclosed. The method includes displaying on a human-machine interaction interface (HMI) initial keys representing all initials and simple final keys representing all simple finals. The method further includes, in response to an operation with respect to a simple final, displaying on the HMI auxiliary keys corresponding to the simple final, wherein various combinations of the simple final and symbols represented by the auxiliary keys respectively form compound finals starting with the simple final. The disclosed method and apparatus are especially applicable to inputting Chinese characters on a touchscreen of smart devices, such as mobile phones.

Abstract: Physical location information for a specified user is corrected according to vehicle location and trajectory analysis. Vehicles, such as delivery vehicles, produce physical location information for the vehicle during delivery events to the specified user and a surrounding physical area. The physical location information for the vehicle is accessed to correct erroneous physical location information for the specified user.

Abstract: Physical location information for a specified user is corrected according to vehicle location and trajectory analysis. Vehicles, such as delivery vehicles, produce physical location information for the vehicle during delivery events to the specified user and a surrounding physical area. The physical location information for the vehicle is accessed to correct erroneous physical location information for the specified user.

Abstract: According to embodiments of the present invention, a method, a device and a computer program product for quick deployment of multiple virtual machines are provided. The method comprises mounting a centralized storage volume on a host in response to boot-up of a virtual machine on the host. The method further comprises obtaining unique information assigned to the virtual machine. In addition, the method comprises retrieving public and private configuration for the virtual machine from the centralized storage volume based on the obtained unique information, the public and private configuration being applied in the boot-up of the virtual machine on the host.

Abstract: An intelligent household controller includes a communication unit, a central controller, an alarm unit, and a button. The communication unit is configured to receive information collected by at least one sensor, and can forward control commands to the at least one sensor. The central controller is electrically connected to the communication unit for receiving and processing information received by the communication unit and can output processed information and control commands to the communication unit and to a terminal device in user possession. The alarm unit is electrically connected to the central controller and can output audible alarm. The button is electrically connected to the central controller for switching between modes of operation according to user's desire.

Abstract: Example embodiments of the present disclosure provide methods and devices for optimizing performance of hardware accelerators. The accelerator device may detect status information of a current acceleration task being executed. The detected status information is provided to a host associated with the accelerator device. The host makes preparation for a subsequent acceleration task based on the status information before termination of the current running acceleration task. The accelerator device may execute the subsequent acceleration task based on the preparation. In this way, the performance of hardware accelerator is optimized.

Abstract: According to embodiments of the present invention, a method, a device and a computer program product for quick deployment of multiple virtual machines are provided. The method comprises mounting a centralized storage volume on a host in response to boot-up of a virtual machine on the host. The method further comprises obtaining unique information assigned to the virtual machine. In addition, the method comprises retrieving public and private configuration for the virtual machine from the centralized storage volume based on the obtained unique information, the public and private configuration being applied in the boot-up of the virtual machine on the host.

Abstract: A data processing method during a boot procedure of a smart device is provided. The data processing method includes: when a data request is detected during the boot procedure of the smart device, looking up whether a page cache pre-storing a small data file required for booting includes requested data of the data request, the small data file being file having a data amount smaller than a predetermined threshold; when the page cache includes the requested data, determining whether the data request is a data reading request or a data writing request; when the data request is the data reading request, duplicating the requested from the page cache to a system memory according to the data request. A boot time can be reduced through the above method.

Abstract: Enhanced security is provided for cloud based matching systems by using the principle of Independence of Irrelevant Alternatives (IIA). The client uses IIA to transform alternative data before sending it to the cloud, and then does the reverse transformation on the matching results generated by the cloud service provider to rebuild the matching results for the alternative data. Using this protocol, the client does not disclose its own data in a form that is usable by the cloud service provider, and the cloud service provider does not disclose to the client the provider's proprietary coefficient beta information.

Abstract: An intelligent household controller includes a communication unit, a central controller, an alarm unit, and a button. The communication unit is configured to receive information collected by at least one sensor, and can forward control commands to the at least one sensor. The central controller is electrically connected to the communication unit for receiving and processing information received by the communication unit and can output processed information and control commands to the communication unit and to a terminal device in user possession. The alarm unit is electrically connected to the central controller and can output audible alarm. The button is electrically connected to the central controller for switching between modes of operation according to user's desire.

Abstract: Physical location information for a specified user is corrected according to vehicle location and trajectory analysis. Vehicles, such as delivery vehicles, produce physical location information for the vehicle during delivery events to the specified user and a surrounding physical area. The physical location information for the vehicle is accessed to correct erroneous physical location information for the specified user.

Abstract: Physical location information for a specified user is corrected according to vehicle location and trajectory analysis. Vehicles, such as delivery vehicles, produce physical location information for the vehicle during delivery events to the specified user and a surrounding physical area. The physical location information for the vehicle is accessed to correct erroneous physical location information for the specified user.

Abstract: Physical location information for a specified user is corrected according to vehicle location and trajectory analysis. Vehicles, such as delivery vehicles, produce physical location information for the vehicle during delivery events to the specified user and a surrounding physical area. The physical location information for the vehicle is accessed to correct erroneous physical location information for the specified user.

Abstract: A method of allocating shelves includes obtaining shopping paths of customers in a supermarket, classifying the plurality of customers into a plurality of customer classes based on the shopping paths of the plurality of customers, determining one or more shopping paths adopted by more customers in the plurality of customer classes as frequent shopping paths of a class of customers of the plurality of customer classes, calculating a see-buy rate of a commodity for each of the plurality of customer classes based on shopping lists and the frequent shopping paths of the plurality of customers, calculating a location for a set of commodities when total expected benefits for the set of commodities are maximized during a certain period of time. The total expected benefits include a sum of an expected benefit for each commodity in the set of commodities based on the see-buy rate and the frequent shopping paths.

Abstract: According to embodiments of the present invention, a method, a device and a computer program product for quick deployment of multiple virtual machines are provided. The method comprises mounting a centralized storage volume on a host in response to boot-up of a virtual machine on the host. The method further comprises obtaining unique information assigned to the virtual machine. In addition, the method comprises retrieving public and private configuration for the virtual machine from the centralized storage volume based on the obtained unique information, the public and private configuration being applied in the boot-up of the virtual machine on the host.

Abstract: According to embodiments of the present invention, a method, a device and a computer program product for quick deployment of multiple virtual machines are provided. The method comprises mounting a centralized storage volume on a host in response to boot-up of a virtual machine on the host. The method further comprises obtaining unique information assigned to the virtual machine. In addition, the method comprises retrieving public and private configuration for the virtual machine from the centralized storage volume based on the obtained unique information, the public and private configuration being applied in the boot-up of the virtual machine on the host.

Abstract: Physical location information for a specified user is corrected according to vehicle location and trajectory analysis. Vehicles, such as delivery vehicles, produce physical location information for the vehicle during delivery events to the specified user and a surrounding physical area. The physical location information for the vehicle is accessed to correct erroneous physical location information for the specified user.