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P-SCOR: Integration of Constraint Programming Orchestration and Programmable Data Plane
IEEE Transactions on Network and Service Management ( IF 4.7 ) Pub Date : 2020-12-30 , DOI: 10.1109/tnsm.2020.3048277
Andrea Melis , Siamak Layeghy , Davide Berardi , Marius Portmann , Marco Prandini , Franco Callegati

In this manuscript we present an original implementation of network management functions in the context of Software Defined Networking. We demonstrate a full integration of an artificial intelligence driven management, an SDN control plane, and a programmable data plane. Constraint Programming is used to implement a management operating system that accepts high level specifications, via a northbound interface, in terms of operational objective and directives. These are translated in technology-specific constraints and directives for the SDN control plane, leveraging the programmable data plane, which is enriched with functionalities suited to feed data that enable the most effective operation of the “intelligent” control plane, by exploiting the P4 language.

中文翻译:

P-SCOR:约束编程流程和可编程数据平面的集成

在此手稿中,我们介绍了在软件定义网络的背景下网络管理功能的原始实现。我们演示了人工智能驱动的管理,SDN控制平面和可编程数据平面的完全集成。约束编程用于实现管理操作系统,该操作系统通过北向接口就操作目标和指令接受高级别的规范。通过利用可编程数据平面,将这些转换成针对SDN控制平面的技术特定的约束和指令,该可编程数据平面丰富了适用于馈送数据的功能,这些功能可通过以下方式来实现“智能”控制平面的最有效操作:P4 语言。
更新日期:2020-12-30
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