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Found 5 papers, 0 papers with code
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks
Many of these models are too large to be trained on a single machine, and instead must be distributed across multiple devices.
RAMP: A Flat Nanosecond Optical Network and MPI Operations for Distributed Deep Learning Systems
Distributed deep learning (DDL) systems strongly depend on network performance.
Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation
In addition, this model is consistent with statistical analysis such as short term average crosstalk (STAXT), keeping the same convergence properties and it showed to be almost independent to time-window.
Experimental Analysis on Variations and Accuracy of Crosstalk in Trench-Assisted Multi-core Fibers
Space division multiplexing using multi-core fiber (MCF) is a promising solution to cope with the capacity crunch in standard single-mode fiber based optical communication systems.
Experimental Demonstration of Learned Time-Domain Digital Back-Propagation
We present the first experimental demonstration of learned time-domain digital back-propagation (DBP), in 64-GBd dual-polarization 64-QAM signal transmission over 1014 km.
