• Proceedings of the Korea Information Processing Society Conference
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• 2022.11a
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• pp.132-134
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• 2022

클라우드 수요의 지속적인 증가로 인해 효율적인 자원 관리를 수행하는 분산 클라우드 서비스가 주목받고 있으며, 컨테이너 가상화에서 여러 노드에 컨테이너 배치 및 관리를 수행하는 오케스트레이터의 컨테이너 스케줄링 기법에 대한 연구가 진행되고 있다. 하지만 클러스터 집합의 컴퓨팅 자원이 부족할 시 프로세스의 저지연 처리를 보장하기 위한 연구는 활발히 수행되고 있지 않다. 본 연구에서는 Docker Swarm 기반 제한된 컴퓨팅 자원을 가진 클러스터 환경에서 다양한 부하가 발생했을 때 일반 프로세스의 평균 수행 시간 및 평균 지연 처리 정도를 측정 및 분석한다. 이를 통해 오케스트레이터 스케줄링 최적화를 위한 연구 방향성을 제시하며, 향후 관련 연구의 활성화에 기여할 것으로 기대된다.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.50-52
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• 2023

ML/DL과 같은 AI의 연구가 HPC 환경에서 수행되면서 데이터 병렬화, 분산 학습 및 대규모 데이터 세트를 처리를 위한 요구사항이 급격히 증가하였다. 또한, 병렬처리 연산에 특화된 가속기 기반 이기종 아키텍처 환경 변화로 I/O 처리에 고대역폭, 저지연의 스토리지 기술을 필요로 하고 있다. 본 논문에서는 고집적의 병렬 컴퓨팅 환경에 고성능 HPC, AI 애플리케이션을 처리하기 위한 티어링 스토리지 기술을 논한다. 나아가 실제 고성능 NVMe 기반의 플래시 티어링 계층 구성에서 액세스 패턴에 따른 데이터 처리 환경을 구축하고 성능을 검증한다. 이로써 다양한 사용자 어플리케이션의 I/O 패턴을 특성에 맞게 지원할 수 있다.

• Journal of Internet Computing and Services
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• v.17 no.4
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• pp.11-17
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• 2016

In this paper, we proposed a multi-viewer system with multiple HD cameras based AVB(Audio Video Bridge) ethernet cable using IP networking, and FPGA(Xilinx Zynq 702) for bus safety systems. This AVB (IEEE802.1BA) system can be designed for the low latency based on FPGA, and transmit real-time with HD video and audio signals in a vehicle network. The proposed multi-viewer platform can multiplex H.264 video signals from 4 wide-angle HD cameras with existed ethernet 1Gbps. and 2-wire 100Mbps cables. The design of Zynq 702 based low latency to H.264 AVC CODEC was proposed for the minimization of time-delay in the HD video transmission of car area network, too. And the performance of PSNR(Peak Signal-to-noise-ratio) was analyzed with the reference model JM for encoding and decoding results in H.264 AVC CODEC. These PSNR values can be confirmed according the theoretical and HW result from the signal of H.264 AVC CODEC based on Zynq 702 the multi-viewer with multiple cameras. As a result, proposed AVB multi-viewer platform with multiple cameras can be used for the surveillance of audio and video around a bus for the safety due to the low latency of H.264 AVC CODEC design.

• The Journal of the Acoustical Society of Korea
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• v.42 no.2
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• pp.102-111
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• 2023

Automatic Music Transcription (AMT) is a task that detects and recognizes musical note events from a given audio recording. In this paper, we focus on reducing the latency of real-time AMT systems on piano music. Although neural AMT models have been adapted for real-time piano transcription, they suffer from high latency, which hinders their usefulness in interactive scenarios. To tackle this issue, we explore several techniques for reducing the intrinsic latency of a neural network for piano transcription, including reducing window and hop sizes of Fast Fourier Transformation (FFT), modifying convolutional layer's kernel size, and shifting the label in the time-axis to train the model to predict onset earlier. Our experiments demonstrate that combining these approaches can lower latency while maintaining high transcription accuracy. Specifically, our modified model achieved note F1 scores of 92.67 % and 90.51 % with latencies of 96 ms and 64 ms, respectively, compared to the baseline model's note F1 score of 93.43 % with a latency of 160 ms. This methodology has potential for training AMT models for various interactive scenarios, including providing real-time feedback for piano education.

• Korean Journal of Poultry Science
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• v.51 no.2
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• pp.47-56
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• 2024

This study investigated the quality characteristics of low-fat chicken breast sausage with cauliflower powder to replace the fat. Cauliflower was freeze-dried and then ground into powder form. Sausagebatter was prepared separately according to the amount of fat and cauliflower powder added. 1) Control, sausage with 20% of pork fat, 2) LF, sausage with 3% of pork fat, 3) C0.5, sausage with 3% of pork fat and 0.5% of cauliflower powder, 4) C1.0, sausage with 3% of pork fat and 1.0% cauliflower powder. The prepared sausage batter was heated to a final internal temperature of 75℃. The pH of sausage batter increased with the addition of cauliflower powder (P<0.05). Storage loss and cooking loss increased in low-fat samples but decreased as the amount of cauliflower powder added increased (P<0.05). The hardness measured on the 30th day of storage decreased in LF but increased with the content of cauliflower powder (P<0.05). The redness and yellowness of the sausage increased with the addition of cauliflower powder. The malondialdehyde content of chicken breast sausages decreased at C0.5 and C1.0 on the 30th day of storage. The sausages with cauliflower powder received lower scores in sensory evaluation (P<0.05). Therefore, the addition of cauliflower powder to low-fat chicken breast sausage reduced overall sensory acceptability but improved water-holding capacity and oxidative stability.

• Journal of Satellite, Information and Communications
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• v.11 no.3
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• pp.37-42
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• 2016

In this paper, in today's highly complex video and broadcast operations, broadcasters are constantly challenged to reliably deliver low-latency, high-quality video to multiscreen audiences on-air and online. The Adaptive Bit Rate (ABR) protocols enable internet video to a wide range of multiscreen devices. However, video quality is often marginal and would prove unacceptable for valued linear broadcast content delivered to the Big Screen today. The Media information processing technology advances in ABR enables service providers to take control and offer quality managed linear video services to ALL screens in the home, including the Big Screen, with a single unified IP Video infrastructure. The New Multiscreen-Assisted ABR (MSA-ABR) delivery management system proposed using Cloud based multicast-assisted ABR for a broadcast facility that performs routing of contribution content and online publishing services within a virtual, centralized cloud infrastructure.

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 2011.07a
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• pp.188-191
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• 2011

본 논문에서는 시간적 움직임 벡터 성분 값을 절삭하여 시간적 움직임 벡터를 저장하는데 필요한 메모리 요구량을 감소하는 방법에 대해서 제안한다. HEVC 에서 시간적 움직임 벡터는 움직임 병합 모드와 향상된 움직임 벡터 예측 방법에서 부호화 효율 향상을 위해서 사용되고 있다. 하지만 부호화해야 할 원본 영상의 공간적 해상도 및 비트 심도가 증가함에 따라 메모리에 저장할 시간적 움직임 벡터의 데이터뿐만 아니라 메모리 접근 대역폭도 크게 증가한다. 따라서 본 논문에서는 시간적 움직임 벡터 성분의 비트 심도를 조절한 후 메모리에 저장하는 방법에 대해서 제안한다. 제안하는 방법을 HM 2.0 에 구현하고 HEVC 표준화에서 사용되는 임의접근 및 저지연 실험 조건에서 실험했을 때, 평균 0.2%의 비트율 손실을 보이지만, 필요한 메모리 요구량을 약 반 정도 줄일 수 있다.

• Proceedings of the Korean Information Science Society Conference
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• 2007.06a
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• pp.277-281
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• 2007

광 기반 네트워크 기술의 발전에 따라 Gbps 급의 대역폭을 요구하는 비입축 HD (high definition) 영상을 낮은 지연으로 전송하고 재생하는 것이 가능해지고 있다. 이를 위하여 다양한 비압축 HD 미디어 전송 시스템이 소개되어 왔으며, 이들은 일반적으로 RTP(Real-time Transport Protocol)에 기반으로 한 실시간 데이터 전송과 비압축 미디어 인터페이스를 효과적으로 결합하여 대화형으로 사용함에도 지장이 없는 저지연의 실감형 시스템을 지원하고 있다. 본 논문에서는 [4,5]에서 제안된 비압축 HD 미디어 시스템의 실감성을 향상시키기 위하여 9600 $\times$ 4800 해상도의 타일드 디스플레이를 통해 전송된 비압축 HD 영상을 재생할 수 있는 기법을 제시한다. 또한 실제 구현된 비압축 HD 영상과 타일드 디스플레이 간의 연동 실험을 통하여 제안된 결합 방식의 타당성을 확인하고, 그 결과로 얻어진 실감성 있는 미디어 서비스의 효용성을 입증한다.

• The KIPS Transactions:PartC
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• v.11C no.6 s.95
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• pp.787-798
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• 2004

High performance net재rking is one of key factors to provide support for data intensive applications in the Internet. Extended frame size has a major impact on end to-end performance with increasing effective TCP throughput and decreasing system overhead. Most of the research about extended frames has focused on local area network performance and the impact that extended frame size has on the system elements including memory, network interface card and so forth. In the paper, we analyse the effects of the extended frames to the other traffic flows sharing Internet paths for the wide area performance of TCP by conducting various network simulations. Results show that securing available bandwidth in no loss and low delay networks is indispensable to exploit the efficiency of extended frames.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.18 no.3
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• pp.348-354
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• 1993

In this research, a multi-tree coder at 9.6Kbits/sec using a novel scheme for adaptation of the short-term coefficients is developed. The overall delay of the tree coder is maintained at 2.5 msec(16 samples at the 6.4KHz sampling frequency). This coder produces good quality speech over ideal channels, and it is very robust to channel errors up to a bit error rate (BER) of $10^{-3}$. This robustness is achieved by using a parallel adaptation scheme in combination with the use of a smoothed version of the received excitation sequence for adaptation of the short-term prediction coefficients. For the multi-tree coder, reconstructed output speech is evaluated using signal-to-quantization noise ratios (SNR), segmental SNRs, and informal listening tests.