CN110096362B - Multitask unloading method based on edge server cooperation - Google Patents
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2209/00—Indexing scheme relating to G06F9/00
- G06F2209/50—Indexing scheme relating to G06F9/50
- G06F2209/5017—Task decomposition
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
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Families Citing this family (10)
Publication number | Priority date | Publication date | Assignee | Title |
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CN110764885B (en) * | 2019-08-28 | 2024-04-09 | 中科晶上(苏州)信息技术有限公司 | Method for splitting and unloading DNN tasks of multiple mobile devices |
KR20210067468A (en) | 2019-11-29 | 2021-06-08 | 삼성전자주식회사 | Method and apparatus for offloading data in a wireless communication system |
CN111131835B (en) * | 2019-12-31 | 2021-02-26 | 中南大学 | Video processing method and system |
CN113727348B (en) * | 2020-05-12 | 2023-07-11 | 华为技术有限公司 | Method, device, system and storage medium for detecting user data of User Equipment (UE) |
CN111988805B (en) * | 2020-08-28 | 2022-03-29 | 重庆邮电大学 | End edge cooperation method for reliable time delay guarantee |
CN112202886B (en) * | 2020-09-30 | 2023-06-23 | 广州大学 | Task unloading method, system, device and storage medium |
CN112822264B (en) * | 2021-01-05 | 2022-07-15 | 中国科学院计算技术研究所 | DNN task unloading method |
CN114285847A (en) * | 2021-12-17 | 2022-04-05 | 中国电信股份有限公司 | Data processing method and device, model training method and device, electronic equipment and storage medium |
CN115133972B (en) * | 2022-03-14 | 2023-06-27 | 重庆邮电大学 | Satellite system task scheduling and unloading method |
CN117635924B (en) * | 2024-01-25 | 2024-05-07 | 南京慧然科技有限公司 | Low-energy-consumption target detection method based on adaptive knowledge distillation |
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CN108809723A (en) * | 2018-06-14 | 2018-11-13 | 重庆邮电大学 | A kind of unloading of Edge Server Joint Task and convolutional neural networks layer scheduling method |
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CN109246761A (en) * | 2018-09-11 | 2019-01-18 | 北京工业大学 | Consider the discharging method based on alternating direction multipliers method of delay and energy consumption |
CN109240818A (en) * | 2018-09-04 | 2019-01-18 | 中南大学 | Task discharging method based on user experience in a kind of edge calculations network |
CN109656703A (en) * | 2018-12-19 | 2019-04-19 | 重庆邮电大学 | A kind of mobile edge calculations auxiliary vehicle task discharging method |
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US10439890B2 (en) * | 2016-10-19 | 2019-10-08 | Tata Consultancy Services Limited | Optimal deployment of fog computations in IoT environments |
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Patent Citations (6)
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CN107995660A (en) * | 2017-12-18 | 2018-05-04 | 重庆邮电大学 | Support Joint Task scheduling and the resource allocation methods of D2D- Edge Servers unloading |
CN108809723A (en) * | 2018-06-14 | 2018-11-13 | 重庆邮电大学 | A kind of unloading of Edge Server Joint Task and convolutional neural networks layer scheduling method |
CN108880893A (en) * | 2018-06-27 | 2018-11-23 | 重庆邮电大学 | A kind of mobile edge calculations server consolidation collection of energy and task discharging method |
CN109240818A (en) * | 2018-09-04 | 2019-01-18 | 中南大学 | Task discharging method based on user experience in a kind of edge calculations network |
CN109246761A (en) * | 2018-09-11 | 2019-01-18 | 北京工业大学 | Consider the discharging method based on alternating direction multipliers method of delay and energy consumption |
CN109656703A (en) * | 2018-12-19 | 2019-04-19 | 重庆邮电大学 | A kind of mobile edge calculations auxiliary vehicle task discharging method |
Non-Patent Citations (2)
Title |
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"Task Execution Cost Minimization-based Joint Computation Offloading and Resource Allocation for Cellular D2D Systems";Junliang Lin et al.;《2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)》;20181220;第1-5页 * |
"移动边缘计算中的计算卸载和资源管理方案";李邱苹等;《电信科学》;20190319;第35卷(第3期);第36-46页 * |
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Effective date of registration: 20240920 Address after: No. 4068 Yitian Road, Fu'an Community, Futian Street, Futian District, Shenzhen City, Guangdong Province, China 518033. Excellence Times Square Building 3501-3504, 3510 Patentee after: Shenzhen Quwei Technology Co.,Ltd. Country or region after: China Address before: 518000 1104, Building A, Zhiyun Industrial Park, No. 13, Huaxing Road, Henglang Community, Longhua District, Shenzhen, Guangdong Province Patentee before: Shenzhen Hongyue Enterprise Management Consulting Co.,Ltd. Country or region before: China |