A task offloading method, device, storage medium and electronic equipment
A task and current user technology, applied in the field of data processing, can solve problems such as unbalanced distribution of unloading tasks and waste of computing resources, and achieve the effect of balanced distribution and reduced waste of resources
Active Publication Date: 2022-03-15
BEIJING UNIV OF POSTS & TELECOMM +2
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[0004] In view of this, an embodiment of the present invention provides a task offloading method, device, storage medium, and electronic equipment to solve the problem of unbalanced distribution of offloading tasks in the prior art, resulting in waste of computing resources
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[0029] The technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0030] In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer" etc. The indicated orientation or positional relationship is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, ...
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The present invention provides a task offloading method, device, storage medium, and electronic equipment, wherein the method includes the following steps: acquiring the initial distribution parameters of the offloading tasks of the current user end and multiple target processing ends corresponding to the current user end; The target algorithm globally updates the initial allocation parameters of the current client and multiple target processing end offloading tasks to obtain the global allocation parameters of the current client offloading tasks; according to the global allocation parameters of the current client offloading tasks, determine the current client offloading tasks The locally optimal allocation parameters for . By implementing the present invention, it is realized that when assigning tasks, the overall situation is taken into consideration, so that the assignment of offloading tasks as a whole is more balanced, and resource waste is reduced.
Description
technical field [0001] The invention relates to the field of data processing, in particular to a task offloading method, device, storage medium and electronic equipment. Background technique [0002] With the rapid development of 5G technology, many low-latency, high-reliability applications are emerging. However, the large amount of data processing and delay requirements and strict service quality requirements of this type of business are huge challenges. In this context, task offloading is expected to become an important solution to meet the requirements of low latency and high reliability. For a typical cloud offloading model, the entire task is offloaded to the base station, so that the server runs in the base station, and all related business clients are connected to the base station. However, due to the architecture of the current cloud computing system and the geographical distance from the cloud computing system, this centralized approach brings additional delay an...
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IPC IPC(8): H04L67/1008H04L67/101G06F9/445
CPCH04L67/1008H04L67/101G06F9/44594
Inventor 丰雷高娴王亚鹏杨洋武帅刘涛王慧历明王紫程谢奥谢坤宜
Owner BEIJING UNIV OF POSTS & TELECOMM