Digital Library

KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, Jul. 2022


Dynamic Resource Adjustment Operator Based on Autoscaling for Improving Distributed Training Job Performance on Kubernetes
Jinwon Jeong, Heonchang Yu
KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 205-216, Jul. 2022
https://doi.org/10.3745/KTCCS.2022.11.7.205  
Keywords: Kubeflow, Kubernetes, Distributed Deep Learning Training, Resource Adjustment Operator

A Study on the Improvement of Fire Alarm System in Special Buildings Using Beacons in Edge Computing Environment
Lee Tae Gyu, Choi Kyeong Seo, Shin Youn Soon
KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 217-224, Jul. 2022
https://doi.org/10.3745/KTCCS.2022.11.7.217
Keywords: IoT, Edge Computing, Beacon, Indoor Fire, Fire Alarm System

A Study on the Image-Based Malware Classification System that Combines Image Preprocessing and Ensemble Techniques for High Accuracy
Kim Hae Soo, Kim Mi Hui
KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 225-232, Jul. 2022
https://doi.org/10.3745/KTCCS.2022.11.7.225
Keywords: Malware, Deep Learning, Image Preprocessing, Ensemble

Development of Cloud-Based Medical Image Labeling System and It's Quantitative Analysis of Sarcopenia
Lee Chung-Sub, Lim Dong-Wook, Kim Ji-Eon, Noh Si-Hyeong, Yu Yeong-Ju, Kim Tae-Hoon, Yoon Kwon-Ha, Jeong Chang-Won
KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 233-240, Jul. 2022
https://doi.org/10.3745/KTCCS.2022.11.7.233
Keywords: Artificial intelligence, Medical Image, DICOM, CT, Labeling Data, Sarcopenia