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ReFlexRDCN focuses on enhancing the resilience and flexibility of Reconfigurable Data Centre Networks by developing advanced tools and algorithms. It aims to optimize network resource allocation for machine learning workloads, ensuring efficient and reliable digital services through dynamic adaptations to traffic patte…
The rapid growth of Data Centres is driven by the surge in demand for online storage and Machine Learning (ML) applications.
Based on fixed electronic switches and packet-level protocols, traditional data centre networks effectively handle general-purpose, uniform traffic but struggle with bursty, skewed ML workloads.
Reconfigurable Data Centre Networks (RDCNs), employing Optical Circuit Switches (OCSs) that can dynamically alter the network topology, have emerged to address this challenge.
Thes…
TECHNISCHE UNIVERSITAT BERLIN
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