2 citations · 3 across the 5 of their papers we have counts for
5 papers
Carbon-Aware Temporal Data Transfer Scheduling Across Cloud Datacenters
Elvis Rodrigues, Jacob Goldverg, Tevfik Kosar
Inter-datacenter communication is a significant part of cloud operations and produces a substantial amount of carbon emissions for cloud data centers, where the environmental impac…
Energy-Efficient and High-Performance Data Transfers with DRL Agents
Hasibul Jamil, Jacob Goldverg, Elvis Rodrigues +2
The rapid growth of data across fields of science and industry has increased the need to improve the performance of end-to-end data transfers while using the resources more efficie…
Carbon-Aware End-to-End Data Movement
Jacob Goldverg, Hasibul Jamil, Elvis Rodriguez +1
The latest trends in the adoption of cloud, edge, and distributed computing, as well as a rise in applying AI/ML workloads, have created a need to measure, monitor, and reduce the…
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization
Hasibul Jamil, Elvis Rodrigues, Jacob Goldverg +1
Efficient data transfers over high-speed, long-distance shared networks require proper utilization of available network bandwidth. Using parallel TCP streams enables an application…
Energy-Efficient Data Transfer Optimization via Decision-Tree Based Uncertainty Reduction
Hasibul Jamil, Lavone Rodolph, Jacob Goldverg +1
The increase and rapid growth of data produced by scientific instruments, the Internet of Things (IoT), and social media is causing data transfer performance and resource consumpti…