量子科技长三角产业创新中心,江苏 苏州 215100
[ "程启月(1957- ),女,博士,教授,主要研究方向为信息系统建模与仿真、量子计算。" ]
[ "陆 军(1964- ),男,中国工程院院士,主要研究方向为综合电子信息系统。" ]
收稿:2024-10-08,
修回:2025-01-20,
纸质出版:2025-03-20
移动端阅览
程启月,陆军.双引擎下的量子电子算力网络资源调度优化方法[J].天地一体化信息网络,2025,06(01):78-85.
CHENG Qiyue,LU Jun.Method of Optimize Scheduling Under Double Engines about Quantum/Electron Computing Power Networks Resource[J].Space-Integrated-Ground Information Networks,2025,06(01):78-85.
程启月,陆军.双引擎下的量子电子算力网络资源调度优化方法[J].天地一体化信息网络,2025,06(01):78-85. DOI: 10.11959/j.issn.2096-8930.2025009.
CHENG Qiyue,LU Jun.Method of Optimize Scheduling Under Double Engines about Quantum/Electron Computing Power Networks Resource[J].Space-Integrated-Ground Information Networks,2025,06(01):78-85. DOI: 10.11959/j.issn.2096-8930.2025009.
给出一种双引擎下的量子电子算力网络资源调度优化方法。针对混合算力网络资源,给出“混合控制”条件下的双引擎标签和“混合算力”条件下的双引擎标识等引导机制和认证技术;给出不确定条件下的基于“混合度量”情况下的双引擎调度机制,以及构建混合算力的相对熵模型和综合集成求全局最优解算法。基于双引擎下的量子电子算力网络资源全局优化度量调度机制和算法,对量子电子混合算力网络的研究具有前瞻性和科学性。设计开发与分配装置原型系统相适应的软件系统,实现从软件上将一个物理系统转变成一个处理器,完成混合算力网络对算力任务适配的全局优化调度,该方法创新提出了量子电子算力网络资源调度理论与工程化技术路径。
This paper presented an optimization method for resource scheduling in quantum/electron computing power networks under a dual-engine paradigm. To address the challenges associated with heterogeneous computing resources
guiding mechanisms and authentication technologies were introduced
included dual-engine labels under the "hybrid control" condition and dual-engine identification guidance under the 'hybrid computing power' condition. Additionally
it proposed a dual-ngine scheduling mechanism based on "hybrid metrics" under uncertain conditions
and a global optimal solution algorithm for heterogeneous computing power based on the comprehensive integration model using relative entropy. The research on quantum/electron heterogeneous computing power networks
based on a dual-engine global optimization metric scheduling mechanism and algorithm for quantum/electron computing network resources
demonstrates both foresight and scientific rigor. A software system compatible with the design and development of allocation device prototype systems was implemented
which realized the transformation of a physical system into a processor at the software level
and completed the global optimization scheduling of the target task in the hybrid computing network. This method formulated a theory and innovates a new technical of engineering path for resource scheduling in quantum/electron computing power networks.
量子科技长三角产业创新中心 . 一种双引擎下的混合算力网络资源调度优化方法及随动控制装置 : 202310398653.9 [P ] . 2023 .
Yangtze River Delta Industrial Innovation Center of Quantum and Information Technology . A scheduling optimization method and follow-up control device for hybrid computing power network resources under dual engines : 202310398653.9 [P ] . 2023 .
国家电网有限公司信息通信分公司 , 中讯邮电咨询设计院有限公司 . 一种算力任务调度方法、装置及存储介质 : CN115827191A [P ] . 2021 .
Information and Communication Branch of State Grid Corporation , Zhongxun Post and Telecommunications Consulting and Design Institute Co. , Ltd. . A computing task scheduling method, device and storage medium : CN115827191A [P ] . 2021 .
中国电信股份有限公司 . 一种算力资源分配方法、装置、电子设备及可读存储介质 : CN202211348979.2 [P ] . 2022 .
China Telecom Co., Ltd. . A computing power resource allocation method , device , electronic equipment and readable storage medium: CN202211348979.2 [P ] . 2022 .
北京百度网讯科技有限公司 . 用于人工智能AI的处理方法、装置、电子设备和存储介质 : CN112199385A [P ] . 2024 .
Beijing Baidu Netcom Technology Co., Ltd. . Processing method , device , electronic equipment and storage medium for artificial intelligence AI: CN112199385A [P ] . 2024 .
云迅智能科技南京有限公司 . 一种应用与算力网络融合方法、系统及电子设备 : 202211272409 [P ] . 2023 .
Yunxun Intelligent Technology Nanjing Co., Ltd. . A method, system and electronic equipment for integrating application and computing network : 202211272409 [P ] . 2023 .
华东师范大学 . 一种基于深度强化学习的云数据中心资源分配方法 : 202210565633 [P ] . 2023 .
East China Normal University . A cloud data center resource allocation method based on deep reinforcement learning : 202210565633 [P ] . 2023 .
邱菀华 . 管理决策与应用熵学 [M ] . 北京 : 机械工业出版社 , 2002 .
QIU W H . Management decision and applied entropy [M ] . Beijing : Machinery Industry Press , 2002 .
程启月 . 评测指标权重确定的结构熵权法 [J ] . 系统工程理论与实践 , 2010 , 30 ( 7 ): 1225 - 1229 .
CHENG Q Y . Structural entropy weight method for determining the weight of evaluation index [J ] . System Engineering Theory and Practice , 2010 , 30 ( 7 ): 1225 - 1229 .
量子科技长三角产业创新中心 . 算力网计算与存储最优路径确定方法和监测装置 : 202210594750.0 [P ] . 2023 .
Yangtze River Delta Industrial Innovation Center of Quantum and Information Technology . Optimal path determination method and monitoring device for computing and storage of computing power network : 202210594750.0 [P ] . 2023 .
量子科技长三角产业创新中心 . 一种基于量子智能学习的混合算力调度优化算法及分配装置 : 202311020456.X [P ] . 2023 .
Yangtze River Delta Industrial Innovation Center of Quantum and Information Technology . A hybrid computing power scheduling optimization algorithm and allocation device based on quantum intelligent learning : 202311020456.X [P ] . 2023 .
0
浏览量
77
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621