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44results about How to "Improve network service quality" patented technology

Intelligent QoS routing optimization method and system based on deep reinforcement learning in SDN environment

The invention discloses an intelligent QoS routing optimization method and system based on deep reinforcement learning in an SDN environment, and the method comprises the following steps: expressing all streaming media services in a network as a service request set, and then for each request, searching a path meeting the network service quality from a streaming media server to a heterogeneous client; sequentially determining the route of each flow request, and finally constructing a multicast tree by adopting a QoS route optimization algorithm. For a network congestion link or a malicious node, the most suitable next node at present can be found for routing through a deep reinforcement learning method. By adopting the method of combining deep learning and reinforcement learning, the transmission delay of the video stream can be effectively reduced, and the accuracy of routing decision can be improved. Meanwhile, the design of a distributed control plane is adopted and can be realized in various network topologies, so that the network congestion can be avoided, the expandability of the network is improved, the interaction with a single controller is reduced, and the overall utilityof the network is improved.
Owner:ANHUI UNIVERSITY

Network planning method and apparatus

The invention, which relates to the communication network field, provides a network planning method and apparatus. The method comprises the following steps that: a wireless utilization rate and telephone traffic of each cell are obtained; when the wireless utilization rate of a target cell is larger than a wireless utilization rate threshold and the telephone traffic of the target cell is larger than a telephone traffic threshold, if the carrier frequency number of the base station where the target cell is located does not reach a carrier frequency upper limit, the carrier waves of the base station where the target cell is located are increased; and when the wireless utilization rate of the target cell is larger than the wireless utilization rate threshold and the telephone traffic of the target cell is larger than the telephone traffic threshold, if the carrier frequency number of the base station where the target cell is located reaches the carrier frequency upper limit, a new base station is added. With the method and apparatus, problems existing in the cell can be diagnosed and reasonable planning can be carried out, thereby improving the service quality of the cell. In addition, the whole scheme can be implemented automatically without the need to invest manpower, thereby improving the network planning efficiency.
Owner:CHINA MOBILE GROUP ZHEJIANG

Network security HTTP negotiation method and related devices

The present invention discloses a network security HTTP negotiation method and related devices. the method comprises: a server receiving an HTTP request message with a header field sent by a terminal, wherein the header field indicates security mechanism(s) supported by the terminal, or the security mechanism(s) supported by the terminal and indication parameter(s) which show that the terminal has been in an accessing safety state; the server parsing the HTTP request message, and sending a response message with negotiated security mechanism(s) supported by the server and priority parameter(s) thereof to the terminal according to the result of the parsing if the header field of the request message indicates the security mechanism(s) supported by the terminal; and the server receiving another HTTP request message sent by the terminal again to authenticate security mechanism(s) selected by the terminal, wherein the header field of the request message indicates the security mechanism(s) selected by the terminal according to the response message and the priority parameter(s) of the security mechanism(s). The invention expands the HTTP protocol, solves the problem that the terminal security mechanisms are difficult to be deployed, and improves the network service quality.
Owner:ZTE CORP

Network security HTTP negotiation method and related devices

The present invention discloses a network security HTTP negotiation method and related devices. the method comprises: a server receiving an HTTP request message with a header field sent by a terminal, wherein the header field indicates security mechanism(s) supported by the terminal, or the security mechanism(s) supported by the terminal and indication parameter(s) which show that the terminal has been in an accessing safety state; the server parsing the HTTP request message, and sending a response message with negotiated security mechanism(s) supported by the server and priority parameter(s) thereof to the terminal according to the result of the parsing if the header field of the request message indicates the security mechanism(s) supported by the terminal; and the server receiving another HTTP request message sent by the terminal again to authenticate security mechanism(s) selected by the terminal, wherein the header field of the request message indicates the security mechanism(s) selected by the terminal according to the response message and the priority parameter(s) of the security mechanism(s). The invention expands the HTTP protocol, solves the problem that the terminal security mechanisms are difficult to be deployed, and improves the network service quality.
Owner:ZTE CORP

Wireless sensor network survival time optimization method based on fusion conjugate gradient

The invention relates to a survival time optimization method of a wireless sensor network, and belongs to the technical field of communication. The method comprises the following steps: researching the energy consumption problem of wireless sensor network nodes, considering the characteristic of unbalanced energy consumption among initial energy of a sensor, a wireless communication channel and node communication, establishing a constraint conforming to an actual wireless sensor network environment, introducing a circular ring energy consumption rate to describe the energy consumption speed of the nodes in a circular ring, and restraining the number of nodes in the circular ring, so the energy consumption rates corresponding to the circular ring tend to be consistent; defining the survival time of the nodes as the ratio of the initial energy of the nodes to the energy consumption per unit time, and establishing a network survival time optimization model; fusing DY(Dai-Yuan) and LS(Liu-Storey) to improve conjugate gradient parameters, adopting a strong Wlofe imprecise descent criterion for the step length, and then providing a method for providing the optimal survival time based on the fused conjugate gradient. Convergence analysis and simulation results show that the method has good convergence and can effectively control the communication rate between the sensors, so that the survival time of the wireless sensor network is effectively prolonged.
Owner:LUDONG UNIVERSITY

AdHoc network heterogeneous multicast service flow optimal resource control method

The invention relates to an AdHoc network heterogeneous multicast service flow optimal resource control method. The method comprises the following steps: setting a multicast service source node adjusting unit on a multicast service source node serving as a transmission end of multicast service; setting an interference region resource distribution unit in each interference region; setting a multicast service targeting node feedback unit on a multicast service targeting node serving as a multicast service receiving end; executing the number of sub-flows to be distributed; recording the number of classifying bandwidth of the multicast service; calculating the total price generated by each layer of the multicast sub-flow; calculating the total length of sub-flow links of all multicast service; updating the bidding information of each multicast service stratified sub-flow; and updating the resource price of the interference region. By the method, optimal resource distribution of a wireless AdHoc network heterogeneous multicast service flow under dynamic environment can be obtained. The method improves the network service quality of the heterogeneous multicast service flow with different bandwidth expectation, and has the advantages of elastically adapting to various network scales.
Owner:WUHAN UNIV

Method and device for determining antenna downtilt angle based on geographic information system

The invention discloses an antenna downward inclination angle determination method and device based on a geographic information system (GIS). The method comprises the following steps: determining an equivalent coverage radius of a cell of each base station according to base station location information in the GIS and the Thiessen polygon principle and determining a maximum coverage radius of the cell of each base station according to an application scene which the cell of each base station is located in; when the equivalent coverage radius is ascertained to be smaller than or equal to the maximum coverage radius, determining the antenna downward inclination angle of the base station which the cell belongs to based on the equivalent coverage radius; and when the equivalent coverage radius is ascertained to be larger than the maximum coverage radius, determining the antenna downward inclination angle of the base station which the cell belongs to based on the maximum coverage radius. According to the technical scheme of the antenna downward inclination angle determination method and device based on the GIS, the problems, that handling capacity in a border cell is reduced and a resource usage ratio is low, caused by unreasonable arrangement of the antenna downward inclination angle of the base station in same-frequency networking in a time division-long term evolution (TD-LTE) system can be avoided, same and adjacent channel interference among cells can be reduced effectively and network service quality and user experience effects are improved.
Owner:CHINA MOBILE GROUP JIANGSU

A method for reducing data center communication load and energy consumption

The invention discloses a method for reducing communication loads and the energy consumption of a data center. The method includes enabling a dispatching center to compute an initial placement sequence of virtual machines according to an expenditure matrix and a service demand matrix; configuring service communication data to corresponding switchboards and links according to bandwidth constraint conditions and acquiring an initial service routing information table; judging whether an execution communication duration of a task carried by a current virtual machine exceeds a communication duration threshold value or not, and migrating the current virtual machine into a target physical machine logically closest to a target virtual machine if the execution communication duration of the task carried by the current virtual machine exceeds the communication duration threshold value; enabling the dispatching center to judge whether all the virtual machines carried with tasks with execution communication durations exceeding the communication duration threshold value are migrated or not, enabling the dispatching center to update the initial placement sequence of the virtual machines and the initial service routing information table if all the virtual machines carried with the tasks with the execution communication durations exceeding the communication duration threshold value are migrated, and closing the switchboards which are not used by the data center. The method has the advantages that network information dynamic perception and feedback regulation functions can be realized, services with the communication durations exceeding the duration threshold value are reasonably distributed, the usage amount of the switchboards is reduced, and the purpose of saving energy for the data center is achieved.
Owner:TIANJIN UNIV

A unique identification method, device and computing device for user equipment

The invention discloses a method for uniquely identifying user equipment, comprising: collecting user equipment information including a plurality of equipment attributes generated when user equipment accesses network services, and associating and storing each user equipment information with a corresponding user equipment identifier It is a record in the sample library; compare every two pieces of user equipment information in the sample library, and calculate the standard likelihood of the same and different attributes of each equipment when the user equipment identifiers are the same; obtain the two user equipment to be identified Device information, compare each device attribute of the two pieces of device information, obtain the standard likelihood corresponding to each device attribute according to the comparison result, and multiply all the standard likelihoods to obtain that the two user device information belong to the same user device The predicted probability; by comparing the predicted probability with a probability threshold to identify whether the two pieces of user equipment information belong to the same user equipment. The invention also discloses a device for identifying the uniqueness of the corresponding user equipment and a computing device.
Owner:TENGYUN TIANYU SCI & TECH BEIJING CO LTD

Connection switching method of multimode multi-standby handheld mobile terminal service under connection state

The invention discloses a connection switching method of multimode multi-standby handheld mobile terminal service under a connection state, which mainly solves the problems in the prior art the shortage of judging method for starting a new connection construction flow in advance for a network switching method results in the user service interruption when the connection is switched and the user experience and the network service quality are seriously influenced. The connection switching method of the multimode multi-standby handheld mobile terminal service under the connection state comprises following steps that a service connection state switching device acquires current remote access Trojan (RAT) of a mobile terminal and can detect a signal-to-noise ratio of other base stations of the RAT, whether a new RAT connection construction flow is started or not is calculated and determined, and relevant connection operation is conducted if new RAT connection construction flow needs to be started. Through the scheme, a purpose for improving the user experience and the network service quality can be realized, and high practical value and high popularization value can be realized.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA
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