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Creators/Authors contains: "Abkenar, Forough Shirin"

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  1. ; ; (, IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (IEEE WoWMoM))
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  2. ; ; ; ; ; ; ; ; (, IEEE)
    Multi-band transmission is a promising solution for capacity enhancement in optical networks. We propose a novel strategy, named C to C+L Upgrade (CLU), to gradually upgrade links from C to C+L bands. We develop a Recurrent Neural Network (RNN)-based model to efficiently predict links for upgrade, based on network state and resource utilization, to reduce blocking and upgrade cost. Our results show that CLU outperforms baseline strategies (which do not employ predictive decisions) by upgrading fewer links at appropriate times. 
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  3. ; ; (, IEEE Topical Conference on Wireless Sensors and Sensor Networks (IEEE WiSNet))
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