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132 results about "Resource contention" patented technology

In computer science, resource contention is a conflict over access to a shared resource such as random access memory, disk storage, cache memory, internal buses or external network devices. A resource experiencing ongoing contention can be described as oversubscribed.

GPU cluster deep learning task parallelization method, device and electronic equipment

The embodiment of the invention provides a GPU cluster deep learning task parallelization method, a GPU cluster deep learning task parallelization device and electronic equipment, and relates to the technical field of internet. The method comprises the following steps: firstly, analyzing the similarity between a to-be-processed deep learning task and each computing node of a GPU cluster; determining a target computing node of the to-be-processed deep learning task in the GPU cluster, reducing the possibility of computing node resource contention, and improving the utilization rate and the execution efficiency of deep learning task system resources; according to the number of GPUs required by the to-be-processed deep learning task, obtaining a to-be-processed deep learning task; dividing the to-be-processed deep learning task into a plurality of target sub-tasks, analyzing the interference level and the communication cost of the target subtask; determining the target GPU of the target sub-task in the target computing node, and avoiding unbalanced resource allocation on the GPU in the computing node. The high parallelization of the deep learning task is realized. The resource utilization rate of the GPU cluster is improved. Meanwhile, the execution efficiency of the deep learning task is improved.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Method and an apparatus for resource contention based on an access priority

ActiveCN106304369AReduce wasteImprove uplink transmission opportunitiesWireless communicationUplink transmissionSignal on
The invention discloses a method and an apparatus for resource contention based on an access priority. The method comprises the steps of establishing or re-establishing a user group, by a serving base station, based on an interference environment of user equipments within a cell; receiving, by the user equipment, an uplink schedule grant from a serving base station, the uplink schedule grant comprising an access priority of the user equipment on an unlicensed frequency band; configuring, by the user equipment, an uplink frame structure for uplink transmission of the unlicensed frequency band based on the access priority; blind-detecting other reserved signals of other user equipments within a user group on the unlicensed frequency band based on the uplink frame structure; performing channel clearance assessment to the unlicensed frequency band based on the uplink frame structure; if the user equipment fails to blind-detect the other reserved signals and a result of the channel clearance assessment is idle, transmitting a first reserved signal on the unlicensed frequency band and performing uplink data transmission of the user equipment; and if the user equipment blind-detects the other reserved signals or a result of the channel clearance assessment is busy, stopping contending for the unlicensed frequency band.
Owner:ALCATEL LUCENT SHANGHAI BELL CO LTD +1
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