Abstract: Embodiments of the present application relate to the technical field of communication, and relate to a resource allocation method, apparatus, server and storage medium.

Abstract: The embodiments of the present application relate to communication technology field, and discloses an operation and maintenance management method of a network slice subnet, including: obtaining a performance analysis result of each network function (NF) in the network slice subnet, wherein the performance analysis result is obtained by an analytical model in the NF, and the analytical model is obtained by multiple NFs and a common node based on federated learning; and performing operation and maintenance management on the network slice subnet based on the performance analysis result. The embodiments of the present application also discloses an operation and maintenance management apparatus of a network slice subnet, a system, a device and a medium.

Abstract: Disclosed in embodiments of the present disclosure are an anomaly detection method and apparatus. The method includes: detecting first feature data of collected first data using each anomaly detection algorithm, respectively, where N is an integer greater than or equal to 1; in response to first detection results corresponding to one or more anomaly detection algorithms being abnormal, performing reliability verification on the first feature data of the first data to obtain first verification results; and determining second detection results according to the first verification results and according to whether reliability of the one or more anomaly detection algorithms is greater than or equal to a first preset threshold.

Abstract: The present disclosure provides a federated learning method, apparatus and system, an electronic device, and a computer-readable storage medium. The federated learning method is applied to a layer-i node, with i being any integer greater than or equal to 2 and less than or equal to (N?1), and (N?1) being the number of layers of federated learning, including: receiving a first gradient corresponding to and reported by at least one layer-(i?1) node under the layer-i node; and calculating an updated layer-(i?1) global gradient corresponding to the layer-i node according to the first gradient corresponding to the at least one layer-(i?1) node and a layer-(i?1) weight index corresponding to the layer-i node, with the layer-(i?1) weight index being a communication index.

Abstract: Disclosed in embodiments of the present disclosure are an anomaly detection method and apparatus. The method includes: detecting first feature data of collected first data using each anomaly detection algorithm, respectively, where N is an integer greater than or equal to 1; in response to first detection results corresponding to one or more anomaly detection algorithms being abnormal, performing reliability verification on the first feature data of the first data to obtain first verification results; and determining second detection results according to the first verification results and according to whether reliability of the one or more anomaly detection algorithms is greater than or equal to a first preset threshold.

Abstract: A floor panel comprises a protrusion end face having a protrusion and a recess end face having a recess. The profiles of the protrusion and the recess are allowed to be installed in the following manner: placing the protrusion nearby the recess of an already installed floor panel, and then applying a pressure to introduce the protrusion in the recess. A flooring system allows use of said method to install more than one floor panel. According to the solution of the present invention, the installation and pave of the floor panels is very simple and the installed floor panels do not easily separate.

Abstract: A floor panel comprises a protrusion end face having a protrusion and a recess end face having a recess. The profiles of the protrusion and the recess are allowed to be installed in the following manner: placing the protrusion nearby the recess of an already installed floor panel, and then applying a pressure to introduce the protrusion in the recess. A flooring system allows use of said method to install more than one floor panel. According to the solution of the present invention, the installation and pave of the floor panels is very simple and the installed floor panels do not easily separate.