面向多数据中心动态网络的资源级联与任务调度技术研究

批准号:
62002114
项目类别:
青年科学基金项目
资助金额:
24.0 万元
负责人:
曹嵘晖
依托单位:
学科分类:
网络与系统安全
结题年份:
2023
批准年份:
2020
项目状态:
已结题
项目参与者:
曹嵘晖
国基评审专家1V1指导 中标率高出同行96.8%
结合最新热点,提供专业选题建议
深度指导申报书撰写,确保创新可行
指导项目中标800+,快速提高中标率
微信扫码咨询
中文摘要
随着5G和工业物理网等新兴技术的发展,数据处理和计算需求不断增长,跨域数据中心级联已成为分布式系统的研究热点之一。现有多数据中心结构能实现资源整合和数据跨域存储,但网络跨域互联时带宽的动态变化导致了资源级联稳定性的下降及任务跨域调度时间的急剧增加,而且非原生网络跨域拓扑也易造成系统性能的下降。.鉴此,拟多数据中心动态网络下的资源协同为目标,基于OpenStack平台架构,网络跨域虚拟化、网络QoS等技术,设计面向动态网络的多数据中心资源级联体系结构。通过Neutron组件和网络资源虚拟化技术的综合运用,解决多数据中心L2/L3层虚拟网络跨域实现问题。最后,提出多数据中心高效实时资源分配算法,实现面向大规模计算任务的资源跨域时空调度。研究成果将推进多数据中心新型原生体系结构设计,还将有助于解决多数据中心数据安全及容错问题,具有较重要的理论与实际意义。
英文摘要
With the development of emerging technologies such as 5G and industrial internet of things, the demands for computing power and data processing are ever-growing. Cross-domain datacenter cascading has become the hot topic of the distributed system. Existing multi-datacenter architectures can basically achieve resource integration and data cross-domain storage, but the dynamics of bandwidth since networking cross-domain interconnecting leads to a surge in both the difficulty of resource cascading and scheduling time of cross-domain tasks. Non-native networking cross-domain topologies are also prone to degradation of system performance..For this reason, this project is targeted at the resource coordination in the multi-datacenter dynamic networking environment, and base on the OpenStack platform architecture, networking cross-domain virtualization and networking QoS, design a multi-datacenter resource cascading architecture oriented to the dynamic networking. With the combined use of Neutron component and networking resource virtualization technologies, solve the multi-datacenter virtual networking cross-domain realization problems on the L2/L3 level. Finally, we design a multi-datacenter high-efficient real-time resource allocation algorithm and implement a resource cross-domain space-time scheduling strategy oriented to the large-scale computing tasks. The research outputs will advance the novel multi-datacenter native architecture exploration, and also can be used to solve the application problems in data security and faulty tolerant in the multi-datacenter environment. It has important theoretical and practical value.
期刊论文列表
专著列表
科研奖励列表
会议论文列表
专利列表
DOI:10.1016/j.neucom.2023.126277
发表时间:2023-04
期刊:Neurocomputing
影响因子:6
作者:Yiming Wu;Ronghui Cao;Yikun Hu;Jin Wang;KenLi Li
通讯作者:Yiming Wu;Ronghui Cao;Yikun Hu;Jin Wang;KenLi Li
DOI:--
发表时间:2021
期刊:智能系统学报
影响因子:--
作者:曹嵘晖;唐卓;左右飞;张学东
通讯作者:张学东
DOI:10.1109/tpds.2021.3127128
发表时间:2022-08
期刊:IEEE Transactions on Parallel and Distributed Systems
影响因子:5.3
作者:Bingting Jiang;Zhuo Tang;X. Xiao;Jing Yao;Ronghui Cao;Kenli Li
通讯作者:Bingting Jiang;Zhuo Tang;X. Xiao;Jing Yao;Ronghui Cao;Kenli Li
DOI:10.1002/cpe.7826
发表时间:2023-05
期刊:Concurrency and Computation: Practice and Experience
影响因子:--
作者:Siyang Yu;Fan Wu;Baoding Chen;Ronghui Cao;Zhibang Yang;Keqin Li
通讯作者:Siyang Yu;Fan Wu;Baoding Chen;Ronghui Cao;Zhibang Yang;Keqin Li
基于OpenStack 的跨数据中心资源级联体系结构及任务调度技术研究
- 批准号:2021JJ40108
- 项目类别:省市级项目
- 资助金额:0.0万元
- 批准年份:2021
- 负责人:曹嵘晖
- 依托单位:
国内基金
海外基金
