Risk-Avoid Lightpath Provision in Space Division Multiplexing Elastic Optical Data Center Networks

被引:0
|
作者
Zhang, Xu [1 ,2 ]
Xu, Changle [1 ,2 ]
Zeng, Hankun [1 ,2 ]
Feng, Chuan [1 ,2 ,3 ]
Zhang, Fan [1 ,2 ]
Gong, Xiaoxue [1 ,2 ]
Guo, Lei [1 ,2 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Commun & Informat Engn, Chongqing 400065, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Inst Intelligent Commun & Network Secur, Chongqing 400065, Peoples R China
[3] Chongqing Univ Posts & Telecommun, Key Lab Big Data Intelligent Comp, Chongqing 400065, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Data centers; Heuristic algorithms; Integrated optics; Optical switches; Optical crosstalk; Crosstalk; Routing; Resource management; Security; Semiconductor device modeling; Elastic optical data center networks; space division multiplexing; multi-core fiber; inter-core crosstalk; risk-aware lightpath provision; SPECTRUM ASSIGNMENT; SDM-EONS; FREQUENCY;
D O I
10.1109/JLT.2024.3491377
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper aims to tackle the issue of risk-avoid light-path provision in multi-domain space division multiplexing (SDM) elastic optical data center networks (SDM-EODCNs). The service requests are categorized as intra-domain or inter-domain, and inter-domain requests are further classified as trusted or untrusted. A system model is presented, including a network model, a service request model, an inter-core crosstalk (IC-XT) model, and a risk model between service requests. To reduce the blocking probability of service requests while avoiding security risk, an integer linear programming (ILP) model is formulated to minimize the maximum index of frequency slots occupied by all types of service requests. Furthermore, a risk-avoid lightpath provision algorithm (RALPA) is proposed, consisting of different algorithms like data center selection, core prioritization, frequency block determination, and core and frequency slot allocation. RALPA ensures that trusted service requests remain secure from potential attacks by untrusted ones. Additionally, core priorities are dynamically generated for different service requests, reducing the search space and improving the search's time efficiency. Finally, the ILP model is solved in small-scale topology, and large-scale simulation experiments are conducted on various network topologies and core structures. The results show that our RALPA algorithm outperforms the benchmark algorithms in terms of blocking probability and utilization of network resources.
引用
收藏
页码:2100 / 2116
页数:17
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