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Joint Optimization of Resource Allocation for Elastic Optical Intra-Datacenter Network

机译:弹性光内部数据中心网络的资源分配联合优化

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摘要

The ever-increasing demand for cloud services is posing serious challenges to the scalability of the computing, storing, and networking infrastructure deployed inside the datacenters. To address these challenges, we formulate the integer linear program (ILP) model to minimize the spectrum and the switch port usage by exploiting transparent multi-hop connection capability in elastic optical interconnect architecture for datacenters. The proposed ILP model not only takes into account the networking resources but also the other resources (such as computing and storage) in order to achieve a joint resource optimization in intra-datacenter networks. The optimal results show that substantial savings in both spectrum and switching resources can be achieved by properly tuning the objective function of the proposed optimization strategy.
机译:对云服务的不断增长的需求对部署在数据中心内部的计算,存储和网络基础架构的可伸缩性提出了严峻的挑战。为了解决这些挑战,我们制定了整数线性规划(ILP)模型,以通过在数据中心的弹性光互连体系结构中利用透明的多跳连接功能来最大程度地减少频谱和交换机端口的使用。提出的ILP模型不仅考虑了网络资源,还考虑了其​​他资源(例如计算和存储),以便在数据中心内部网络中实现联合资源优化。最佳结果表明,通过适当地调整所提出的优化策略的目标函数,可以在频谱和交换资源上节省大量资金。

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