Learning to Maximize Network Bandwidth Utilization with Deep Reinforcement Learning

H Jamil, E Rodrigues, J Goldverg… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
Efficiently transferring data over long-distance, high-speed networks requires optimal
utilization of available network bandwidth. One effective method to achieve this is through …

Towards Zero-Carbon Data Movement at the HPC and Cloud Data Centers

T Kosar - 2023 IEEE John Vincent Atanasoff International …, 2023 - ieeexplore.ieee.org
The proliferation of scientific applications, the Internet of Things (IoT), social media, and e-
commerce has led to an exponential growth in data generation, consequently fueling the …

Energy Efficient Cross-Layer Optimization Algorithms for High Performance Data Transfers

L Rodolph - 2022 - search.proquest.com
With the proliferation of data produced by scientific and engineering applications, social
media, cloud computing, and the Internet of Things (IoT), the global Internet traffic has …