• 제목/요약/키워드: Multi-Stream

검색결과 411건 처리시간 0.032초

슬라이딩 윈도에서의 데이터 스팀데이터 유사 질의 처리를 위한 다중질의 최적화 기법 (A Multi-Query Optimizing Method for Data Stream Similar Queries on Sliding Window)

  • 이양파;이연;신숭선;이동욱;정원일;배해영
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2008년도 추계학술발표대회
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    • pp.413-416
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    • 2008
  • In the presence of multiple continuous queries, multi-query optimizing is a new challenge to process multiple stream data in real-time. So, in this paper, we proposed an approach to optimize multi-query of sliding window on network traffic data streams and do some comparisons to traditional queries without optimizing. We also detail some method of scheduling on different data streams, while different scheduling made different results. We test the results on variety of multi-query processing schedule, and proofed the proposed method is effectively optimized the data stream similar multi-queries.

Dual-stream Co-enhanced Network for Unsupervised Video Object Segmentation

  • Hongliang Zhu;Hui Yin;Yanting Liu;Ning Chen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권4호
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    • pp.938-958
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    • 2024
  • Unsupervised Video Object Segmentation (UVOS) is a highly challenging problem in computer vision as the annotation of the target object in the testing video is unknown at all. The main difficulty is to effectively handle the complicated and changeable motion state of the target object and the confusion of similar background objects in video sequence. In this paper, we propose a novel deep Dual-stream Co-enhanced Network (DC-Net) for UVOS via bidirectional motion cues refinement and multi-level feature aggregation, which can fully take advantage of motion cues and effectively integrate different level features to produce high-quality segmentation mask. DC-Net is a dual-stream architecture where the two streams are co-enhanced by each other. One is a motion stream with a Motion-cues Refine Module (MRM), which learns from bidirectional optical flow images and produces fine-grained and complete distinctive motion saliency map, and the other is an appearance stream with a Multi-level Feature Aggregation Module (MFAM) and a Context Attention Module (CAM) which are designed to integrate the different level features effectively. Specifically, the motion saliency map obtained by the motion stream is fused with each stage of the decoder in the appearance stream to improve the segmentation, and in turn the segmentation loss in the appearance stream feeds back into the motion stream to enhance the motion refinement. Experimental results on three datasets (Davis2016, VideoSD, SegTrack-v2) demonstrate that DC-Net has achieved comparable results with some state-of-the-art methods.

Energy-Efficient and High Performance CGRA-based Multi-Core Architecture

  • Kim, Yoonjin;Kim, Heesun
    • JSTS:Journal of Semiconductor Technology and Science
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    • 제14권3호
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    • pp.284-299
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    • 2014
  • Coarse-grained reconfigurable architecture (CGRA)-based multi-core architecture aims at achieving high performance by kernel level parallelism (KLP). However, the existing CGRA-based multi-core architectures suffer from much energy and performance bottleneck when trying to exploit the KLP because of poor resource utilization caused by insufficient flexibility. In this work, we propose a new ring-based sharing fabric (RSF) to boost their flexibility level for the efficient resource utilization focusing on the kernel-stream type of the KLP. In addition, based on the RSF, we introduce a novel inter-CGRA reconfiguration technique for the efficient pipelining of kernel-stream on CGRA-based multi-core architectures. Experimental results show that the proposed approaches improve performance by up to 50.62 times and reduce energy by up to 50.16% when compared with the conventional CGRA-based multi-core architectures.

비압축성유동을 위한 수치적응 격자생성에 관한 연구 (A Study on Numerical Adaptive Grid Generation for Incompressible Flow)

  • 이주희;이상환;윤준용
    • 대한기계학회논문집
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    • 제19권9호
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    • pp.2237-2248
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    • 1995
  • In incompressible flow which has multi-length scale, it has a very important effect which dependent variables are used for adaptive grid generation. Among many length scales in incompressible flow, the dependent variables used for the adaptive grid generation should be able to represent the feature of the concerned system. In this paper, by using vorticity and stream function, in addition to velocity components, the smoother and more stable grid generation is possible and these four flow properties represent each scale. The adaptive grid generation for a lid-driven cavity flow with $N_{re}$ =3200 using four flow properties such as velocity components, vorticity, stream function is performed, and the usefulness of using vorticity and stream function as the indicator for adaptive grid generation is shown.

Application of TULIP/STREAM code in 2-D fast reactor core high-fidelity neutronic analysis

  • Du, Xianan;Choe, Jiwon;Choi, Sooyoung;Lee, Woonghee;Cherezov, Alexey;Lim, Jaeyong;Lee, Minjae;Lee, Deokjung
    • Nuclear Engineering and Technology
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    • 제51권8호
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    • pp.1871-1885
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    • 2019
  • The deterministic MOC code STREAM of the Computational Reactor Physics and Experiment (CORE) laboratory of Ulsan National Institute of Science and Technology (UNIST), was initially designed for the calculation of pressurized water reactor two- and three-dimensional assemblies and cores. Since fast reactors play an important role in the generation-IV concept, it was decided that the code should be upgraded for the analysis of fast neutron spectrum reactors. This paper presents a coupled code - TULIP/STREAM, developed for the fast reactor assembly and core calculations. The TULIP code produces self-shielded multi-group cross-sections using a one-dimensional cylindrical model. The generated cross-section library is used in the STREAM code which solves eigenvalue problems for a two-dimensional assembly and a multi-assembly whole reactor core. Multiplication factors and steady-state power distributions were compared with the reference solutions obtained by the continuous energy Monte-Carlo code MCS. With the developed code, a sensitivity study of the number of energy groups, the order of anisotropic PN scattering, and the multi-group cross-section generation model was performed on the keff and power distribution. The 2D core simulation calculations show that the TULIP/STREAM code gives a keff error smaller than 200 pcm and the root mean square errors of the pin-wise power distributions within 2%.

Stream flow estimation in small to large size streams using Sentinel-1 Synthetic Aperture Radar (SAR) data in Han River Basin, Korea

  • Ahmad, Waqas;Kim, Dongkyun
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2019년도 학술발표회
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    • pp.152-152
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    • 2019
  • This study demonstrates a novel approach of remotely sensed estimates of stream flow at fifteen hydrological station in the Han River Basin, Korea. Multi-temporal data of the European Space Agency's Sentinel-1 SAR satellite from 19 January, 2015 to 25 August, 2018 is used to develop and validate the flow estimation model for each station. The flow estimation model is based on a power law relationship established between the remotely sensed surface area of water at a selected reach of the stream and the observed discharge. The satellite images were pre-processed for thermal noise, radiometric, speckle and terrain correction. The difference in SAR image brightness caused by the differences in SAR satellite look angle and atmospheric condition are corrected using the histogram matching technique. Selective area filtering is applied to identify the extent of the selected stream reach where the change in water surface area is highly sensitive to the change in stream discharge. Following this, an iterative procedure called the Optimum Threshold Classification Algorithm (OTC) is applied to the multi-temporal selective areas to extract a series of water surface areas. It is observed that the extracted water surface area and the stream discharge are related by the power law equation. A strong correlation coefficient ranging from 0.68 to 0.98 (mean=0.89) was observed for thirteen hydrological stations, while at two stations the relationship was highly affected by the hydraulic structures such as dam. It is further identified that the availability of remotely sensed data for a range of discharge conditions and the geometric properties of the selected stream reach such as the stream width and side slope influence the accuracy of the flow estimation model.

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다문화가족지원법을 적용한 정책흐름모형의 연구 (A Study on Policy Stream Model Using the Multi-cultural Family Support Law)

  • 배선식;정진경
    • 한국정보전자통신기술학회논문지
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    • 제9권2호
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    • pp.213-222
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    • 2016
  • 본 연구는 정책의제형성이 외부집단에 의해 형성된 정책이라기 보다는 정치의 흐름중에서 정부와 여당의 역할이 크게 기여했다는 점과 국내외의 국민을 대표하는 상징적인 정책이라는 점이다. 특히 이주노동자와 결혼이주여성 정책은 글로벌 시대에 해결해야할 중요한 정책이라는 점과 정부가 추진하는 '결혼이주여성 정책'의 결정과정을 살펴봄으로써 정책에 결정적으로 영향을 미친 요인을 확인하기 위한 좋은 사례이기 때문이다. 이러한 연구목적을 달성하기 위한 구체적인 방안은 다음과 같다. 한국 다문화정책에 대한 이론적 논의를 진행하고, 다문화 정책이 형성되는 과정을 논의한다. 진행 단계에서는 다문화담론의 형성과정과 다문화담론이 다양하게 이루어지는 분화과정, 그리고 부문별로 이루어지던 다문화담론의 정책화되는 과정이다.

항공사진을 이용한 경안천 하천변화추세 분석 (Analysis of Gyeong-an Stream Change using Multi-temporal Aerial Photographs)

  • 박근애;이미선;김현준;김성준
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2003년도 학술발표논문집
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    • pp.67-70
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    • 2003
  • This study is to trace the change of stream shape using the past series of aerial photographs and compare the land use changes of inland along the stream. For the Gyeong-an national stream, aerial photographs of 1966, 1981 and 2000 was selected and ortho photograph was made with RMSE of 1.25, 0.54, 0.72 pixels, respectively. As apparent changes of the stream, the consolidated reaches of stream with levee construction were straightened and their stream width widened. Especially the stream width of inlet part of Paldang lake was widened almost twice because of the rise of water level by dam construction in 1974.

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SCTP 표준기술 분석 및 전망 (Analysis and Prospect of Stream Control Transmission Protocol)

  • 고석주;정희영;민재홍;박기식
    • 전자통신동향분석
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    • 제18권3호통권81호
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    • pp.11-20
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    • 2003
  • 최근 SCTP(Stream Control Transmission Protocol)는 TCP/UDP 이후의 차세대 수송계층 프로토콜로서 주목 받고 있다. SCTP는 기존 TCP 및 UDP의 문제점을 극복하도록 설계되었으며 특히 multi-streaming 및 multi-homing 특성을 제공한다. 본 고에서는 SCTP 프로토콜의 기본 특징에 대하여 알아보고, 현재 논의중인 확장작업의 주요 골자를 살펴본다.

범위 질의 인덱싱을 이용한 스트림 데이터의 다중 질의처리 기법 (A Multi-dimensional Query Processing Scheme for Stream Data using Range Query Indexing)

  • 이동언;이윤석
    • 한국컴퓨터정보학회논문지
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    • 제14권2호
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    • pp.69-77
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    • 2009
  • 스트림 서비스 환경에서는 지속적으로 입력되는 막대한 양의 데이터에 대해 원하는 조건을 탐색하는 실시간 질의처리가 요구된다. 기존의 R-tee기반 질의처리 기술은 각 이벤트에 대해 트리 전체에 대해 동일한 탐색과정을 반복해야 하므로 이를 효율적으로 감당할 수 없었다. 한편 센서 측정값을 비롯한 대부분의 스트림 데이터는 매우 높은 지역성을 가지며 이를 활용하여 탐색 공간을 크게 줄일 수 있다. 따라서 본 연구에서는 스트림 데이터의 지역성을 활용하여 스트림 환경에 적합한 질의처리 기법을 제안하였다. 또한 이 프레임웍을 활용하여 스트림 환경에서 어플리케이션이 요구하는 다양한 질의처리 서비스를 개발할 수 있을 것으로 기대된다. 본 연구에서 구현한 프로토타입 시스템을 스트림 환경에 적용해 얻은 실험 결과를 통해, 스트림 환경에서 기존질의처리 기법보다 더 적합하고 효율이 크게 개선됨을 확인할 수 있었다.