2 papers
cs.DC2024
ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments
Munkyu Lee, Sihoon Seong, Minki Kang +5
In cloud environments, GPU-based deep neural network (DNN) inference servers are required to meet the Service Level Objective (SLO) latency for each workload under a specified requ…
cs.CV2024
Vortex Feature Positioning: Bridging Tabular IIoT Data and Image-Based Deep Learning
Jong-Ik Park, Sihoon Seong, JunKyu Lee +1
Tabular data from IIoT devices are typically analyzed using decision tree-based machine learning techniques, which struggle with high-dimensional and numeric data. To overcome thes…