Ingeol Chun
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View article: ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments
ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments Open
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 request rate, while also minimizing GPU resource consumption. H…
View article: ScissionLite: Accelerating Distributed Deep Learning With Lightweight Data Compression for IIoT
ScissionLite: Accelerating Distributed Deep Learning With Lightweight Data Compression for IIoT Open
Funding: This work was supported in part by the Electronics and Telecommunications Research Institute through the Korean government under Grant 23zs1300 (Research on High Performance Computing Technology to overcome limitations of AI proce…
View article: BioEdge: Accelerating Object Detection in Bioimages with Edge-Based Distributed Inference
BioEdge: Accelerating Object Detection in Bioimages with Edge-Based Distributed Inference Open
Convolutional neural networks (CNNs) have enabled effective object detection tasks in bioimages. Unfortunately, implementing such an object detection model can be computationally intensive, especially on resource-limited hardware in a labo…
View article: Multiaccess Edge Computing-Based Simulation as a Service for 5G Mobile Applications: A Case Study of Tollgate Selection for Autonomous Vehicles
Multiaccess Edge Computing-Based Simulation as a Service for 5G Mobile Applications: A Case Study of Tollgate Selection for Autonomous Vehicles Open
As the data rate and area capacity are enormously increased with the advent of 5G wireless communication, the network latency becomes a severe issue in a 5G network. Since there are various types of terminals in a 5G network such as vehicl…
View article: Design and Implementation of Runtime Verification Framework for Cyber-Physical Production Systems
Design and Implementation of Runtime Verification Framework for Cyber-Physical Production Systems Open
Traditional factories are turning into smart factories with the advent of various ICT technologies, and various control decisions are derived by AI technologies. In this circumstance, runtime verification of a control command is important …