Federated Routing Scheme for Large-scale Cross Domain Network

被引：0

作者：

Zhang, Yuchao ^{[1
]}

Tian, Ye ^{[1
]}

Wang, Wendong ^{[1
]}

Cong, Peizhuang ^{[1
]}

Chen, Chao ^{[1
]}

Li, Dan ^{[2
]}

Xu, Ke ^{[2
]}

机构：

[1] Beijing Univ Post & Telecommun, Beijing, Peoples R China

[2] Tsinghua Univ, Beijing, Peoples R China

来源：

IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS) | 2020年

基金：

中国国家自然科学基金; 国家重点研发计划;

关键词：

Federated Routing; Network Integration; Information Island;

D O I：

暂无

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：

With the development of multi-network integration, how to ensure interconnections among multiple independent network domains is becoming a key problem. Traditional inter-domain routing protocol such as BGP (Border Gateway Protocol) or SR (Segment Routing) fails due to the limitation of information island (data privacy), where each autonomous network domain does not share any specific intra-domain information. In this poster, we propose a federated routing scheme FRP, which realizes global routing without any intra-domain data. Each domain only needs to exchange the very lightweight cumulative gradients of overlapped parameters to build the federated routing model. With FRP, flows between any pair of nodes can get global optimal routing results no matter which domain the source and destination nodes locate.

引用

页码：1358 / 1359

页数：2

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