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31results about How to "Ensure load balance" patented technology

Intelligent agent training method, cross-domain heterogeneous environment task scheduling method and related device

The invention provides an agent training method, a cross-domain heterogeneous environment task scheduling method and a related device. The agent training method comprises the following steps: acquiring pre-training data for simulating a task load in a real cross-domain heterogeneous environment; and training a deep reinforcement learning agent according to the pre-training data, so that the deep reinforcement learning agent is used for performing task scheduling on the cross-domain heterogeneous environment, and the deep reinforcement learning agent is constructed based on a D3QN model and a Markov decision process corresponding to a task scheduling problem of the cross-domain heterogeneous environment in advance. According to the task scheduling method and the task scheduling system, the intelligent agent which gives consideration to the real-time performance and the high efficiency of task scheduling can be constructed, the timeliness of task scheduling in a cross-domain heterogeneous environment by applying the intelligent agent can be effectively improved, the throughput of the whole task scheduling system can be increased, and computing resources provided in the cross-domain environment can be utilized to the maximum extent; therefore, a task scheduling result is ensured to consider the high efficiency of task processing and the load balance between the computing nodes.
Owner:中科链安(北京)科技有限公司

Inter-domain communication method of distributed IMS (multimedia subsystem) core net framework

The invention discloses an inter-domain communication method of a distributed IMS (multimedia subsystem) core net framework. The inter-domain communication method comprises the following steps of: P-CSCF (proxy call session control function) of a distributed IMS core net receives a request of a user, and judges whether the type of the request is a login request or a conversation request; if the type of the request is the conversation request, the P-CSCF judges whether the user which initiates the login request is logined according to the self-stored user login information, if so, the P-CSCF obtains the login information of the user initiating the conversation request on the P-CSCF, the request is forwarded to the S-CSCF(serving-call session control function) logon by the user according to routing information in the request, and the S-CSCF logon by the user processes the conversation request according to the ascription area of a called user. The method provided by the invention is provided based on an area communication standard given by a 3GPP (the 3rd Generation Partnership Project) standard, and can guarantee that the distributed IMS core net which adopts a P2P distributed IMS core net has practical allocation and transport operation values.
Owner:HUAZHONG UNIV OF SCI & TECH

S-CSCF (Serving-Call Session Control Function) allocation method based on service capability P2P (Peer-to-Peer) distribution

The invention discloses an S-CSCF (Serving-Call Session Control Function) allocation method based on service capability P2P (Peer-to-Peer) distribution. The method comprises the following steps: whether nodes joining in a Reload (resource location and discovery) overlay network are S-CSCF nodes or I-CSCF (Interrogating-Call Session Control Function) nodes is judged; if the joining nodes are S-CSCF nodes, the S-CSCF nodes join in the Reload overlay network, construct a topology structure, and release on the Reload overlay network according to a service capability set capable of being provided by the S-CSCF nodes; the S-CSCF nodes search in the Reload overlay network by taking all service capability values owned by the S-CSCF nodes as key values, so as to obtain an SIP URI (Session Initiation Protocol Uniform Resource Locator) set of all the S-CSCF nodes corresponding to the service capability values; a ping heartbeat packet test is carried out on each S-CSCF node corresponding to the SIP URI set at set intervals; whether the S-CSCF nodes subjected to the ping heartbeat packet test receive response or not five times is judged; and if the S-CSCF nodes subjected to the ping heartbeat packet test do not receive the response five times, the S-CSCF nodes without the response are deleted from the SIP URI set. The S-CSCF allocation method based on the service capability P2P distribution has the advantages that the S-CSCF load balancing of a system is realized in a service capability layer level, the service capability of the system is improved, and service delay of the system is reduced.
Owner:HUAZHONG UNIV OF SCI & TECH

An Intelligent Routing Decision-Making Method Based on DDPG Reinforcement Learning Algorithm

ActiveCN110611619BImprove equalization performanceSolve the congestion problem caused by unbalanced traffic distributionData switching networksNeural learning methodsRouting modelPathPing
The present invention proposes an intelligent routing decision-making method based on reinforcement learning, and specifically relates to an intelligent routing decision-making method based on DDPG reinforcement learning algorithm, which aims to design intelligent routing decisions by using reinforcement learning to balance the equivalent path traffic load, To improve the ability of the network to handle burst traffic, the present invention adopts an experience decision-making mechanism based on sampling probability, and the experience with poorer performance has a greater probability of being selected, thereby improving the training efficiency of the algorithm. In addition, adding noise to the neural network parameters is beneficial to the exploration of the system and improves the performance of the algorithm. The implementation steps are: 1) constructing the network topology; 2) constructing the network topology G 0 3) Construct a routing decision model based on the DDPG reinforcement learning algorithm; 4) Initialize the traffic demand matrix DM and the equivalent path traffic ratio matrix PM; 5) Iterate the routing decision model based on reinforcement learning train. The present invention can be used in scenarios such as a data center network.
Owner:XIDIAN UNIV +1

S-CSCF (Serving-Call Session Control Function) allocation method based on service capability P2P (Peer-to-Peer) distribution

The invention discloses an S-CSCF (Serving-Call Session Control Function) allocation method based on service capability P2P (Peer-to-Peer) distribution. The method comprises the following steps: whether nodes joining in a Reload (resource location and discovery) overlay network are S-CSCF nodes or I-CSCF (Interrogating-Call Session Control Function) nodes is judged; if the joining nodes are S-CSCF nodes, the S-CSCF nodes join in the Reload overlay network, construct a topology structure, and release on the Reload overlay network according to a service capability set capable of being provided by the S-CSCF nodes; the S-CSCF nodes search in the Reload overlay network by taking all service capability values owned by the S-CSCF nodes as key values, so as to obtain an SIP URI (Session Initiation Protocol Uniform Resource Locator) set of all the S-CSCF nodes corresponding to the service capability values; a ping heartbeat packet test is carried out on each S-CSCF node corresponding to the SIP URI set at set intervals; whether the S-CSCF nodes subjected to the ping heartbeat packet test receive response or not five times is judged; and if the S-CSCF nodes subjected to the ping heartbeat packet test do not receive the response five times, the S-CSCF nodes without the response are deleted from the SIP URI set. The S-CSCF allocation method based on the service capability P2P distribution has the advantages that the S-CSCF load balancing of a system is realized in a service capability layer level, the service capability of the system is improved, and service delay of the system is reduced.
Owner:HUAZHONG UNIV OF SCI & TECH

Method and device for improving video image access speed, equipment and medium

The invention provides a method and a device for improving video image access speed, equipment and a medium. The method comprises the following steps: acquiring the number of operation units and the number of CPU cores in a video image access system; receiving an access request containing a to-be-processed service, selecting a corresponding number of operation units and a corresponding number of CPU cores to execute different load strategies according to different types of the to-be-processed service, when the to-be-processed service is detected to be a video image access service, using the operation units not greater than the number of the CPU cores to disperse the load, and distributing the specified load to the corresponding CPU core for video image access processing; and when the to-be-processed service is detected to be the auxiliary service, dispersing the load by using the operation unit with a preset numerical value according to a concurrent distribution principle, and ensuring the concurrent auxiliary service to be dispersed to a part of the CPU cores to be processed. According to the invention, the concurrency and migration overhead of a large number of continuous time slice operation units is avoided, and the request response, the processing speed and the concurrency amount in the video image access system are improved.
Owner:重庆紫光华山智安科技有限公司

A method, device, device and medium for improving video image access speed

The present application provides a method, device, device and medium for improving video image access speed, the method includes: acquiring the number of operating units and the number of CPU cores in a video image access system; receiving an access request containing a service to be processed , select the corresponding number of operating units and the number of CPU cores to implement different load strategies according to the type of the business to be processed. When it is detected that the business to be processed is a video image access business, use the number of operating units not greater than the number of CPU cores to disperse Load, the specified load is allocated to the corresponding CPU core for video image access processing; when it is detected that the service to be processed is an auxiliary service, the running unit with a preset value is used to distribute the load according to the concurrency allocation principle, so as to ensure that the concurrent auxiliary service is distributed to some parts. processed on the CPU core. The present application avoids the concurrency and migration overhead of a large number of continuous time slice running units, and improves the request response, processing speed and concurrency in the video image access system.
Owner:CHONGQING UNISINSIGHT TECH CO LTD
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