Optimizing Resource Allocation in Cloud for Large-Scale Deep Learning Models in Natural Language Processing.

G Dhopavkar, RR Welekar, PK Ingole… - Journal of Electrical …, 2023 - journal.esrgroups.org
The need for big deep learning models in Natural Language Processing (NLP) keeps rising,
it's important to find the best way to divide up cloud resources so that they can be used …

Beam Training and Power Allocation in Near-Field NOMA Systems Based on DRL

C Zhang, X Wang, D Li, R Jiang… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
Extremely large-scale array (XL-array) is able to significantly improve the spectral efficiency
of wireless communication systems, so it is regarded as one of the most important …