Abstract: This application discloses a system architecture for implementing DDS communication based on AUTOSAR, a communication method, and a device, which may be applied to an intelligent agent (for example, an intelligent vehicle, an intelligent connected vehicle, or an autonomous vehicle) in intelligent driving.

Abstract: A horizontal federated Gradient Boosting Decision Tree optimization method based on a random greedy algorithm includes the following steps: the coordinator setting relevant parameters of a Gradient Boosting Decision Tree model, and sending them to each participant p_i; each participant segmenting the data set of a current node according to a segmentation feature f and a segmentation value v, and distributing the new segmentation data to child nodes. The supported horizontal federated learning includes participants and coordinators, wherein the participants have local data, the coordinators do not have any data, and the center for information aggregation of participants; participants calculate histograms separately and send them to the coordinators; after summarizing all histogram information, the coordinators find the optimal segmentation points according to the greedy algorithm, and then share them with respective participants to facilitate work with internal algorithms.

Abstract: A method of treating steroid-dependent disease such as prostate cancer in a subject is described that includes administering a therapeutically effective amount a CYP17A inhibitor and an effective amount of a 5-?-reductase inhibitor to the subject.

Abstract: The present invention relates to the field of electronic equipment, more particularly, to a rapid start up method for the electronic equipment, by using generating and storing the memory image in the non-volatile memory of the electronic equipment and calling the memory image to operate with recovery of the memory data and device status, complete the electronic equipment reboot, i.e., when the Android-based electronic equipment reboot, there is no need to start Kernel according to the normal start up mode firstly and call service manager and services in turn and use Zygote to create operating environment, so as to complete reboot, and then improve start up speed and user experience.

Abstract: The present invention relates to the field of electronic equipment, more particularly, to a rapid start up method for the electronic equipment, by using generating and storing the memory image in the non-volatile memory of the electronic equipment and calling the memory image to operate with recovery of the memory data and device status, complete the electronic equipment reboot, i.e., when the Android-based electronic equipment reboot, there is no need to start Kernel according to the normal start up mode firstly and call service manager and services in turn and use Zygote to create operating environment, so as to complete reboot, and then improve start up speed and user experience.

Abstract: A method of treating steroid-dependent disease such as prostate cancer in a subject is described that includes administering a therapeutically effective amount a CYP17A inhibitor and an effective amount of a 5-?-reductase inhibitor to the subject.