• 제목/요약/키워드: Sequential processing

검색결과 480건 처리시간 0.051초

Accelerating Group Fusion for Ligand-Based Virtual Screening on Multi-core and Many-core Platforms

  • Mohd-Hilmi, Mohd-Norhadri;Al-Laila, Marwah Haitham;Hassain Malim, Nurul Hashimah Ahamed
    • Journal of Information Processing Systems
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    • 제12권4호
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    • pp.724-740
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    • 2016
  • The performance issues of screening large database compounds and multiple query compounds in virtual screening highlight a common concern in Chemoinformatics applications. This study investigates these problems by choosing group fusion as a pilot model and presents efficient parallel solutions in parallel platforms, specifically, the multi-core architecture of CPU and many-core architecture of graphical processing unit (GPU). A study of sequential group fusion and a proposed design of parallel CUDA group fusion are presented in this paper. The design involves solving two important stages of group fusion, namely, similarity search and fusion (MAX rule), while addressing embarrassingly parallel and parallel reduction models. The sequential, optimized sequential and parallel OpenMP of group fusion were implemented and evaluated. The outcome of the analysis from these three different design approaches influenced the design of parallel CUDA version in order to optimize and achieve high computation intensity. The proposed parallel CUDA performed better than sequential and parallel OpenMP in terms of both execution time and speedup. The parallel CUDA was 5-10x faster than sequential and parallel OpenMP as both similarity search and fusion MAX stages had been CUDA-optimized.

공작기계 운격감시를 위한 진단모델 (Diagnosis Model for Remote Monitoring of CNC Machine Tool)

  • 김선호;이은애;김동훈;한기상;권용찬
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2000년도 추계학술대회 논문집
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    • pp.233-238
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    • 2000
  • CNC machine tool is assembled by central processor, PLC(Programmable Logic Controller), and actuator. The sequential control of machine generally controlled by a PLC. The main fault occured at PLC in 3 control parts. In LC faults, operational fault is charged over 70%. This paper describes diagnosis model and data processing for remote monitoring and diagnosis system in machine tools with open architecture controller. Two diagnostic models based on the ladder diagram. Logical Diagnosis Model(LDM), Sequential Diagnosis Model(SDM), are proposed. Data processing structure is proposed ST(Structured Text) based on IEC1131-3. The faults from CNC are received message form open architecture controller and faults from PLC are gathered by sequential data.. To do this, CNC and PLC's logical and sequential data is constructed database.

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Parallel and Sequential Implementation to Minimize the Time for Data Transmission Using Steiner Trees

  • Anand, V.;Sairam, N.
    • Journal of Information Processing Systems
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    • 제13권1호
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    • pp.104-113
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    • 2017
  • In this paper, we present an approach to transmit data from the source to the destination through a minimal path (least-cost path) in a computer network of n nodes. The motivation behind our approach is to address the problem of finding a minimal path between the source and destination. From the work we have studied, we found that a Steiner tree with bounded Steiner vertices offers a good solution. A novel algorithm to construct a Steiner tree with vertices and bounded Steiner vertices is proposed in this paper. The algorithm finds a path from each source to each destination at a minimum cost and minimum number of Steiner vertices. We propose both the sequential and parallel versions. We also conducted a comparative study of sequential and parallel versions based on time complexity, which proved that parallel implementation is more efficient than sequential.

맵리듀스 프레임웍 상에서 맵리듀스 함수 호출을 최적화하는 순차 패턴 마이닝 기법 (Sequential Pattern Mining with Optimization Calling MapReduce Function on MapReduce Framework)

  • 김진현;심규석
    • 정보처리학회논문지D
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    • 제18D권2호
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    • pp.81-88
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    • 2011
  • 시퀀스(sequence) 데이터가 주어졌을 때 그 중에서 빈번(frequent)한 순차 패턴을 찾는 순차 패턴 마이닝(sequential pattern mining)은 여러 어플리케이션(application)에 사용되는 중요한 데이터마이닝 문제이다. 순차 패턴 마이닝은 웹 접속 패턴, 고객 구매 패턴, 특정 질병의 DNA 시퀀스를 찾는 등 광범위한 분야에서 사용된다. 본 논문에서는 맵리듀스(MapReduce) 프레임웍 상에서 맵리듀스 함수 호출을 최적화하는 순차 패턴 마이닝 알고리즘을 개발하였다. 이 알고리즘은 여러 대의 기계에 데이터들을 분산시켜 병렬적으로 빈번한 순차 패턴을 찾는다. 실험적으로 다양한 데이터를 이용하여 파라미터 값을 변화시켜가며 제안된 알고리즘의 성능을 종합적으로 확인하였다. 그리고 실험 결과를 통해 제안된 알고리즘은 기계 수에 대해 선형적인 속도 개선을 보인다는 것을 확인하였다.

유아의 정보처리양식과 연령이 공간좌표인식능력에 미치는 영향 (The Effects of Age and Information Processing Style on Abilities of Young Children to Understand Spatial Coordinates)

  • 오미형
    • 대한가정학회지
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    • 제46권9호
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    • pp.125-135
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    • 2008
  • The purpose of this study was to examine the effects of young children's age and information processing style in understanding spatial coordinates. For sampling the subjects of this study, Korean version K-ABC Intelligence Test(Moon, Soo-Back, 1997)was conducted with 165 children aged 5-6 who were attending I and G kindergarten in D city. From this pool 30 children who possessed sequential processing style and 30 children who possessed simultaneous processing style were sampled. In order to analyze the understanding of spatial coordinates, a test tool was formulated according to methodology of Blades & Spencer(1989) which was modified. Acquired data was subjected to descriptive and comparative statistical analysis. The following conclusions were arrived at: Firstly, there was significant difference between 5-year-olds and 6-year-olds in understanding spatial coordinates. The 6-year-old group got statistically higher grades than the 5-year-old group in locating a point on the coordinate plane and reading the coordinate numbers. Secondly, there was significant difference between children's information processing style in understanding spatial coordinate. Children with high simultaneous-low sequential processing showed higher performance in locating a point on the coordinate plane and reading coordinate numbers than children with high sequential-low simultaneous processing. Thirdly, after verifying statistical significance of interactivity between young children's age and children's processing strength, there was significant interactive effects in both tasks.

TLU형 FPGA를 위한 순차회로 기술 매핑 알고리즘 (Technology Mapping of Sequential Logic for TLU-Type FPGAs)

  • 박장현;김보관
    • 한국정보처리학회논문지
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    • 제3권3호
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    • pp.564-571
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    • 1996
  • 본 논문에서는 새로운 ASIC 구조로 최근에 관심을 모으고 있는 TLU형 FPGA를 위한 순차회로 기술 매핑에 관한 것이다. 본 고에서 제안하는 TLU형 FPGA를 위한 순차회로 기술 매핑방법은 먼저 6개 또는 7개의입력을가지는 조합 및 순차 노드에대해서 전처리 기를 사용하여 한 출력 CLB에매핑하고, 매핑안된나머지 중 순차회로합병 조건에 만족 하는 6개 혹은 7개 입력 변수를 갖는 노드부터 CLB에 매핑한다. 본 고에서 제안한 순차 회로 기술 매핑 방법이 간단하면서 만족스런 수행 시간과 결과를 얻었다. 여러개의 벤치마크 화로를 sis-pga(map_together 및 map_scparate)순차회로 합성 시스템과 비교 하였으며, 실험결과는 본 시스템이 sis-pga 보다 17% 이상 성능이 좋다는 결과를 보여 주고 있다.

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다중 루프문의 병렬처리를 위한 타스크 스케줄링에 관한 연구 (Study on Task Scheduling for Parallel Processing of Nested Loops)

  • 허정연;손윤구
    • 전자공학회논문지B
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    • 제29B권1호
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    • pp.11-17
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    • 1992
  • This paper is to propose an analytical queuing model for parallel processing of sequential program with nested loops. The analytical results are compared with the results from the implemented multiprocessor system composed of four intel 8088 microprocessor, eight 2KB shared common memories, and a hardware token ring. At results, this study shows that the processed results are almost similar in proposed analytical model and real system. Proposed analytical model can be applied to evaluate parallel processing of sequential program with nested loops.

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시계열정보 처리를 위한 연상기억 모델 (Associative Memory Model for Time Series Data)

  • 박철영
    • 한국산업정보학회논문지
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    • 제6권3호
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    • pp.29-34
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    • 2001
  • 본 논문에서는 신경회로망을 이용하여 아날로그 시 계열정보를 직접 처리할 수 있는 연상기억 시스템을 제안한다. 제안하는 시스템은 시 계열정보를 상기할 때 현재의 정보와의 일치 결과만으로 출력(상기결과)을 결정하는 것 외에 과거의 일치결과도 고려한 상태에서 출력을 결정하는 시스템이다. 시스템의 기본적인 능력을 조사하기 위하여 기억패턴을 주기계열로 그리고 하중은 전부 고정하는 조건으로 단순화하여 시뮬레이션을 행하여 오류정정 능력을 갖는 것을 확인하였다. 시간축 방향의 하중을 적절하게 설정하면 기억용량의 증대나 상기 오류의 저감 등의 효과가 기대된다.

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모바일 플래시 저장장치를 위한 SWSC(Sequential Write Spatial Clock) 버퍼 교체 알고리즘 (SWSC(Sequential Write Spatial Clock) Buffer Replacement Algorithm For Mobile Flash Storage)

  • 이미경;이두기;신민철;박상현
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2014년도 추계학술발표대회
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    • pp.771-774
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    • 2014
  • 지난 몇 년간 스마트폰은 굉장히 빠른 속도로 발전하면서 생활 속에서 큰 비중을 차지하고 있다. 이러한 스마트폰에는 에너지 효율, 크기, 속도 면에서 모바일 기기에 적합한 Flash storage가 탑재되고 있다. 이 논문에서는 스마트폰에 탑재된 Flash storage를 기반으로 한 버퍼 교체 알고리즘들 가운데 Spatial Clock 알고리즘에 초점을 맞추고 있다. 그리고 이 알고리즘이 Video Streaming workload에서 성능 발휘를 하지 못한다는 점을 해결하기 위해 SWSC(Sequential Write Spatial Clock) 알고리즘을 제안하였다. 이 알고리즘은 dirty 페이지들이 연속적인 경우 sequential write를 수행한다. 따라서 write 수행시간을 줄일 수 있고 결과적으로 Video Streaming workload에서도 좋은 성능을 발휘할 수 있다.

A Novel Color Breakup Measurement Technique for Field Sequential Display

  • Lai, Yueh-Yi;Liao, Wen-Hung;Mo, Chi-Neng
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2009년도 9th International Meeting on Information Display
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    • pp.1069-1072
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    • 2009
  • Field sequential display has some advantages but color breakup (CBU) is the significant problem. Many researches had introduced several methods to reduce CBU phenomenon, however there are no reliable methods to measure the degree of CBU. In this report, a novel CBU measurement technique which was based on the image processing method and subjective analysis results had proposed to evaluate the degree of CBU. Color Breakup Index (CBI) was presented to be a useful index to recognize the CBU phenomenon in the different field sequential technique displays.

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