Deep Learning

DyCroNO: Dynamic Cross-layer Network Orchestration and Real-time Deep Learning-based Network Load Prediction
In this paper, we present Dynamic Cross-layer Network Orchestration (DyCroNO), a dynamic service provisioning and load balancing …
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Dynamic network simulation using DeepRMSA in Elastic Optical Networks
In optical networks, simulation is a cost-efficient and powerful way for network planning and design. It helps researchers and network …
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APRIL: An Application-Aware, Predictive and Intelligent Load Balancing Solution for Data-Intensive Science
In this paper, we propose an application-aware intelligent load balancing system for high-throughput, distributed computing, and …
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