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35results about How to "Improve resource scheduling efficiency" patented technology

Kubernetes-based container number flexible adjustment implementation method and device

The invention provides a kubernetes-based container number flexible adjustment implementation method and device. The method comprises the steps that the access number of different services of the container cluster is acquired; the load condition of each POD of the container cluster is acquired, and the maximum loading service access number of the POD under each service is determined according to the load condition of each POD; the access processable threshold of different services of the POD is determined, the dynamic adjustment mechanism is triggered to adjust the container number when the index of the service access number of the container cluster reaches the set threshold, the POD number required to be adjusted is calculated by monitoring the service request number and the total load condition of the processing service POD, then the POD number is dynamically adjusted according to kubernetes and the POD number is quickly increased at the service peak so as to achieve the effect of shunting and pressure reduction; and excess POD is closed at the service steady period to save the serve resource so that the container operation efficiency and stability can be enhanced, and the resource scheduling efficiency of the Kubernetes-based container clustering management system can be enhanced.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Multi-base-station multi-user proportional-fairness scheduling method with guarantee of service quality

The invention discloses a multi-base-station multi-user proportional-fairness scheduling method with guarantee of the service quality, and mainly solves the problem that resource scheduling is unfair in the prior art due to neglect of the user service quality. The method comprises the steps that 1) parameters are set according to a practical scheduling problem; 2) the user weight is calculated according to the time averaging throughput of each user; 3) a base station determines the user to serve in the present time slot according to the user weight and the time averaging throughput; 4) after the user to serve in the present time slot is determined, the base station updates the local user throughput, and broadcasts local user throughput information to other bases stations in the network; and 5) scheduling in the roll is terminated according to a scheduling termination condition, and a scheduling result which satisfies the proportional fairness is obtained. Satisfied scheduling result can be obtained when the resources are sufficient or insufficient, the computational complexity is low, the base station scheduling efficiency in the time-varying channels is improved, and the method can be applied to large-scale wireless local area network with multiple adjacent wireless routers.
Owner:XIDIAN UNIV

Resource scheduling method based on cognitive radio terminal reconfiguration system

The invention discloses a resource scheduling method based on a cognitive radio terminal reconfiguration system. By utilizing the resource scheduling method, the defects of overhigh computation complexity and low resource scheduling efficiency in the prior art are overcome. The resource scheduling method is implemented through the following steps of: (1) constructing a signal processing module set of the system and a directed edge set for describing a data transmission situation among modules; (2) constructing a directed acyclic graph (DAG) model of the system according to the module set and the directed edge set; (3) defining a stage value for the modules according to the DAG model; (4) acquiring an expense matrix according to parameters of the system, and calculating cluster gains among the modules according to the expense matrix and a data sending quantity among the modules; (5) dividing the module set into a plurality of sub sets according to the cluster gains; and (6) distributing processors to the modules in each state sequentially by calculating the priority level of the processors according to the respective modules and the precursor and subsequent sub sets of the modules. By utilizing the resource scheduling method, the resource scheduling efficiency can be improved, and the reconstruction time of a cognitive radio terminal is shortened.
Owner:XIDIAN UNIV

Scheduling method for calling AI capability of multiple manufacturers by intelligent cloud call center

The invention discloses a scheduling method for calling multi-manufacturer AI capability by an intelligent cloud call center, which comprises the following steps of: S1, extracting manufacturer data under a certain condition, and marking a manufacturer process; S2, initiating an intelligent outbound call, obtaining a maximum total score of an intelligent call flow according to the object data mark and the algorithm model, and initiating a call according to an intelligent call service flow; S3, for the historical service data, reversely calculating the flow service quality, and marking the data; and S4, realizing intelligent calling of multi-resource scheduling among multiple manufacturers according to the step S2 and the step S3, and selecting an optimal manufacturer route. According to the invention, through an iterative algorithm, the flexibility of intelligent call-out multi-manufacturer resource scheduling is improved, the bottleneck problem of resource waste caused by a fixed parameter algorithm is avoided, the efficiency of intelligent call multi-manufacturer resource scheduling is also improved, the AI multi-manufacturer income is reasonably allocated, the service quality is improved, the intelligent call deployment risk is reduced, and the global benefit of the intelligent voice in the outbound call field is ensured.
Owner:中电智恒信息科技服务有限公司

Multi-base station multi-user proportional fair scheduling method with guaranteed quality of service

The invention discloses a multi-base station multi-user proportional fair scheduling method that guarantees service quality, and mainly solves the problem of unfair resource scheduling caused by ignoring user service quality in the prior art. The implementation steps are: 1. Set parameters according to the actual scheduling problem; 2. Calculate user weights according to the user's time average throughput; 3. The base station selects the user to be served in the current time slot according to the user weight and the user's historical average throughput; 4. The base station updates the local user throughput after determining the user served in the current time slot, and broadcasts the local user throughput information to other base stations in the network; 5. Terminates this round of scheduling according to the scheduling termination condition, so as to obtain a scheduling result that satisfies proportional fairness . The present invention can obtain satisfactory scheduling results in both sufficient and insufficient resources, and has low computational complexity, improves the scheduling efficiency of base stations in the case of time-varying channels, and can be used in large-scale wireless local area networks with multiple adjacent wireless routers .
Owner:XIDIAN UNIV

Fair scheduling method based on mu-mimo for flow allocation ratio

The invention discloses a MU-MIMO-based proportional fair scheduling method for flow distribution, which mainly solves the problem of proportional fair scheduling ignoring user service quality in the prior art. The implementation steps are: 1. Set the corresponding parameters according to the actual scheduling problem; 2. Calculate the user weight in the utility function according to the mean value of the emission probability satisfying the normal distribution; 3. Generate the sample value of the emission probability and calculate it according to the user weight The utility function value of the sample; 4. Filter out the sample value with good performance to update the mean value of the normal distribution; 5. Record the change of the mean value and switch the variance of different stages according to the corresponding rules; 6. End the iterative process according to the termination condition, A scheduling result that satisfies proportional fairness is obtained. The present invention can obtain satisfactory dispatching results under both sufficient and insufficient available wireless resources, has low computational complexity and fewer iterations, improves dispatching efficiency of base stations, and can be used in a single base station system using MIMO technology.
Owner:XIDIAN UNIV

Kubernetes scheduling method and device and storage medium

The invention provides a Kubernetes scheduling method and device and a storage medium. The method comprises, removing Nodes which do not meet requirements by filtering according to a pre-selection algorithm; setting a queue for each Node according to the resource type; dividing priorities for a Pod to be scheduled; analyzing the state of the Pod to be scheduled; when the cluster resources are met, calculating the similarity of the Pod according to a first rule, and searching a first Node for scheduling; when cluster resources are not satisfied, carrying gout preemption scheduling, setting first rule calculation similarity and second rule priority preemption rules, and searching Nodes for preemption scheduling; and setting the maximum cycle index for the Pod which cannot be scheduled, wherein the Pod is scheduled preferentially when the maximum cycle index is reached. The problems that the priority is set by neglecting the actual condition of cluster resources, the resources cannot be reasonably arranged in the preemption process, and scheduling cannot be completed all the time are solved. According to the invention, the task operation integrity and the load balance of the whole cluster are improved, generation of resource fragments is reduced, the scheduling timeliness is improved, and the resource scheduling efficiency in a cluster management system is enhanced.
Owner:BEIJING UNIV OF CIVIL ENG & ARCHITECTURE

CQI adjusting method based on position information and base station

A CQI (Channel Quality Indicator) adjusting method based on position information and a base station belong to the technical field of wireless communication. The base station partitions the covering area firstly, determines the reference CQI corresponding to each partitioned small area according to specific rules, and saves each small area and the reference CQI corresponding to each small area; then position information of a mobile station is predicted in scheduling time according to the obtained position information of the mobile station, the small area where the mobile station is positioned in the time can be determined according to position information of the mobile station in scheduling time, and the reference CQI corresponding to small area that the mobile station is positioned in scheduling time is determined by finding each saved small area and the reference CQI corresponding to each saved small area; and finally, the reference CQI corresponding to small area that the mobile station is positioned in scheduling time can be adjusted according to the number of acknowledgment signals or disacknowledgment signals. The feedback overhead and the complexity of the mobile station are reduced, and the matching with a real channel environment can be ensured at the same time.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Scheduling request transmission control method and related product

The embodiment of the invention discloses a scheduling request transmission control method and a related product, and the method comprises the steps that a terminal obtains reference information of afirst parameter which needs to be indicated to network side equipment, wherein the first parameter is a parameter associated with to-be-transmitted cache data of the terminal; the terminal queries a mapping relation between the information of a preset first parameter and the information of a second parameter of a physical uplink control channel (PUCCH) resource, and obtains the reference information of the second parameter of the PUCCH resource corresponding to the reference information of the first parameter, wherein the second parameter is a parameter associated with the PUCCH resource for transmitting the SR; and the terminal transmits a scheduling request SR for scheduling the cache data on the PUCCH resource determined by the reference information of the second parameter. According tothe embodiment, the flexibility of transmitting the calling request in the wireless communication system is improved, and the resource scheduling efficiency of the data transmission channel in the wireless communication system is improved.
Owner:GUANGDONG OPPO MOBILE TELECOMM CORP LTD

A kubernetes scheduling method, device and storage medium

The invention provides a Kubernetes scheduling method, device and storage medium, which filters out Node nodes that do not meet the requirements according to a pre-selection algorithm; sets queues for each Node node according to resource types; assigns priorities to Pods to be scheduled; analyzes Pods to be scheduled Status; when the cluster resources are satisfied, the Pod calculates the similarity according to the first rule, and searches for the first Node node for scheduling; when the cluster resources are not satisfied, it enters preemptive scheduling, sets the first rule to calculate the similarity and the second rule priority preemption rule, and searches for The Node node performs preemptive scheduling; set the maximum number of cycles for Pods that cannot be scheduled, and when the maximum is reached, priority is given to scheduling. The invention solves the problem that the priority is set regardless of the actual situation of the cluster resources, the resources cannot be reasonably arranged during the preemption process, and the scheduling cannot be completed all the time. The invention improves the integrity of task operation and the load balance of the entire cluster, reduces the generation of resource fragments, improves the timeliness of scheduling, and enhances the efficiency of resource scheduling in the cluster management system.
Owner:BEIJING UNIV OF CIVIL ENG & ARCHITECTURE

Multi-user multiple input multiple output (MU-MIMO) based stream distribution proportional fairness scheduling method

The invention discloses a multi-user multiple input multiple output (MU-MIMO) based stream distribution proportional fairness scheduling method, mainly solving the problem of proportional fairness scheduling ignoring user service quality in the prior art. The method comprises a first step of setting corresponding parameters according to a practical scheduling problem; a second step of computing a user weight in a utility function according to the fact that an emission probability meets mean values in normal distribution; a third step of generating sample values of the emission probability and computing a utility function value of a sample according to the user weight; a fourth step of screening out sample values with good performance so as to update the mean values in normal distribution; a fifth step of recording the change condition of the mean values and switching variances of different phases according to a corresponding rule; and a sixth step of ending an iterative process according to a termination condition, so as to obtain a scheduling result meeting proportional fairness. A satisfactory scheduling result can be obtained whether under the condition of sufficient available wireless resource or under the condition of insufficient available wireless resource, the computation complexity is low, the iterations are few, the scheduling efficiency of a base station is improved, and the method is applicable to a single base station system adopting an MIMO technology.
Owner:XIDIAN UNIV

Scheduling request transmission control method and related products

The embodiment of the present invention discloses a scheduling request transmission control method and related products, including: the terminal obtains the reference information of the first parameter that needs to be indicated to the network side device, and the first parameter is a parameter associated with the cached data to be transmitted of the terminal ; The terminal queries the mapping relationship between the preset information of the first parameter and the information of the second parameter of the physical uplink control channel PUCCH resource, and obtains the reference information of the second parameter of the PUCCH resource corresponding to the reference information of the first parameter. The second parameter is a parameter associated with the PUCCH resource used to transmit the SR; the terminal transmits the scheduling request SR used for scheduling buffered data on the PUCCH resource determined by the reference information of the second parameter. The embodiments are beneficial to improving the flexibility of transmitting and calling requests in the wireless communication system, and improving the resource scheduling efficiency of the data transmission channel in the wireless communication system.
Owner:GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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