Performance Evaluation of Encoder-X in a Golang-based Microservices Environment

Y Kim, S Oh, D Lee, S Oh - The Journal of Contents Computing, 2020 - dbpia.co.kr
Recently, it is developing servers and applications in microservices units. In addition,
microservices technology is emerging to support distribution and management into a …

Research on Deep learning based black ice and pothole detection in edge-devices

D Lee, S Oh, J Lee, Y Kim, S Lee - The Journal of Contents Computing, 2020 - dbpia.co.kr
Research on the detection of dangerous areas such as potholes and black ice, which can
cause traffic accidents on roads and bridges, helps maintain faster and smoother traffic flow …

[HTML][HTML] 이미지내객체분류를위한노드가지치기기반압축된심층합성곱신경망모델

오상원, 오승민, 김영광, 신혜주… - Journal of Digital Contents …, 2022 - journal.dcs.or.kr
초록 최근 심층 합성곱 신경망 알고리즘을 사용한 이미지 분류 시스템들은 대용량의 데이터를
높은 정확도로 학습할 만큼 발전되었다. 하지만 심층 합성곱 신경망을 이용하기 위해선 …

[PDF][PDF] Node Pruning-based Compact Deep Convolutional Neural Network Model for Object Classification in Images

S Oh, S Oh, Y Kim, H Shin, J Kim - 디지털콘텐츠학회논문지(J. DCS …, 2022 - journal.dcs.or.kr
Modern DCNN (Deep Convolutional Neural Network)-based image classification system
can train huge amounts of data with high accuracy. However, to use a DCNN, we need a …

Coordinated thread block scheduling and warp scheduler for workload distribution

VV Tan, J Lee, P Park - The Journal of Contents Computing, 2020 - dbpia.co.kr
Throughput-oriented applications require special systems such as graphics processing units
(GPUs) to achieve high efficiency. Complex applications are normally divided into smaller …