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Georgios Zervas

Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks

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Jan 31, 2023
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RAMP: A Flat Nanosecond Optical Network and MPI Operations for Distributed Deep Learning Systems

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Nov 28, 2022
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Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks

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Oct 26, 2022
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One-shot, Offline and Production-Scalable PID Optimisation with Deep Reinforcement Learning

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Oct 25, 2022
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Nara: Learning Network-Aware Resource Allocation Algorithms for Cloud Data Centres

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Jun 04, 2021
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