3 papers
cs.DC2024
The infrastructure powering IBM's Gen AI model development
Talia Gershon, Seetharami Seelam, Brian Belgodere +143
AI Infrastructure plays a key role in the speed and cost-competitiveness of developing and deploying advanced AI models. The current demand for powerful AI infrastructure for model…
cs.DC2024
A Robust Power Model Training Framework for Cloud Native Runtime Energy Metric Exporter
Sunyanan Choochotkaew, Chen Wang, Huamin Chen +4
Estimating power consumption in modern Cloud environments is essential for carbon quantification toward green computing. Specifically, it is important to properly account for the p…
cs.DC2023
Objcache: An Elastic Filesystem over External Persistent Storage for Container Clusters
Takeshi Yoshimura, Tatsuhiro Chiba, Sunyanan Choochotkaew +3
Container virtualization enables emerging AI workloads such as model serving, highly parallelized training, machine learning pipelines, and so on, to be easily scaled on demand on…