• Title/Summary/Keyword: and Parallel Processing

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A Study on the Digital Filter Design for Radio Astronomy Using FPGA (FPGA를 이용한 전파천문용 디지털 필터 설계에 관한 기본연구)

  • Jung, Gu-Young;Roh, Duk-Gyoo;Oh, Se-Jin;Yeom, Jae-Hwan;Kang, Yong-Woo;Lee, Chang-Hoon;Chung, Hyun0Soo;Kim, Kwang-Dong
    • Journal of the Institute of Convergence Signal Processing
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    • v.9 no.1
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    • pp.62-74
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    • 2008
  • In this paper, we would like to propose the design of symmetric digital filter core in order to use in the radio astronomy. The function of FIR filter core would be designed by VHDL code required at the Data Acquisition System (DAS) of Korean VLBI Network (KVN) based on the FPGA chip of Vertex-4 SX55 model of Xilinx company. The designed digital filter has the symmetric structure to increase the effectiveness of system by sharing the digital filter coefficient. The SFFU(Symmetric FIR Filter Unit) use the parallel processing method to perform the data processing efficiently by using the constrained system clock. In this paper, therefore, for the effective design of SFFU, the Unified Synthesis software ISE Foundation and Core Generator which has excellent GUI environment were used to overall IP core synthesis and experiments. Through the synthesis results of digital filter core, we verified the resource usage is less than 40% such as Slice LUT and achieved the maximum operation frequency is more than 260MHz. We also confirmed the SFFU would be well operated without error according to the SFFU simulation result using the Modelsim 6.1a of Mentor Graphics Company. To verify the function of SFFU, we carried out the additional simulation experiments using the pseudo signal to the Matlab software. From the comparison experimental results of simulation and the designed digital FIR filter, we confirmed the FIR filter was well performed with filter's basic function. So we verified the effectiveness of the designed FIR digital filter with symmetric structure using FPGA and VHDL.

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Spatial Computation on Spark Using GPGPU (GPGPU를 활용한 스파크 기반 공간 연산)

  • Son, Chanseung;Kim, Daehee;Park, Neungsoo
    • KIPS Transactions on Computer and Communication Systems
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    • v.5 no.8
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    • pp.181-188
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    • 2016
  • Recently, as the amount of spatial information increases, an interest in the study of spatial information processing has been increased. Spatial database systems extended from the traditional relational database systems are difficult to handle large data sets because of the scalability. SpatialHadoop extended from Hadoop system has a low performance, because spatial computations in SpationHadoop require a lot of write operations of intermediate results to the disk, resulting in the performance degradation. In this paper, Spatial Computation Spark(SC-Spark) is proposed, which is an in-memory based distributed processing framework. SC-Spark is extended from Spark in order to efficiently perform the spatial operation for large-scale data. In addition, SC-Spark based on the GPGPU is developed to improve the performance of the SC-Spark. SC-Spark uses the advantage of the Spark holding intermediate results in the memory. And GPGPU-based SC-Spark can perform spatial operations in parallel using a plurality of processing elements of an GPU. To verify the proposed work, experiments on a single AMD system were performed using SC-Spark and GPGPU-based SC-Spark for Point-in-Polygon and spatial join operation. The experimental results showed that the performance of SC-Spark and GPGPU-based SC-Spark were up-to 8 times faster than SpatialHadoop.

Three-dimensional Numerical Analysis of Detonation Wave Structures in a Square Tube (정사각관 내 데토네이션 파 구조의 삼차원 수치 해석)

  • Cho, Deok-Rae;Won, Su-Hee;Shin, Jae-Ryul;Lee, Soo-Han;Choi, Jeong-Yeol
    • Journal of the Korean Society of Propulsion Engineers
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    • v.11 no.1
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    • pp.1-10
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    • 2007
  • Three dimensional structures of detonation waves propagating in a square tube were investigated using a high resolution CFD code coupled with a conservation equation of reaction progress variable and an one-step irreversible reaction. The code were parallelized based on domain decomposition technique using MPI library. The computations were carried on an in-house Windows cluster with AMD processors. Three-dimensional unsteady analysis results in the smoked-foil records caused by the instabilities of the detonation waves, which showed the rectangular and diagonal modes of detonation instabilities depending on the initial condition of disturbances and the spinning detonation for case of small reaction constant.

Design and Implementation of low-power short-length running convolution filter using filter banks (필터 뱅크를 사용한 저전력 short-length running convolution 필터 설계 및 구현)

  • Jang Young-Beom
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.7 no.4
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    • pp.625-634
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    • 2006
  • In this paper, an efficient and fast algorithm to reduce calculation amount of FIR(Finite Impulse Responses) filtering is proposed. Proposed algorithm enables arbitrary size of parallel processing, and their structures are also easily derived. Furthermore, it is shown that the number of multiplication/sample is remarkably reduced. For theoretical improvement, numbers of sub filters are compared with those of conventional algorithm. In addition to the theoretical improvement, it is shown that number of element for hardwired implementation are reduced comparison to those of the conventional algorithm.

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Cloud-based Intelligent Management System for Photovoltaic Power Plants (클라우드 기반 태양광 발전단지 통합 관리 시스템)

  • Park, Kyoung-Wook;Ban, Kyeong-Jin;Song, Seung-Heon;Kim, Eung-Kon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.7 no.3
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    • pp.591-596
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    • 2012
  • Recently, the efficient management system for photovoltaic power plants has been required due to the continuously increasing construction of photovoltaic power plants. In this paper, we propose a cloud-based intelligent management system for many photovoltaic power plants. The proposed system stores the measured data of power plants using Hadoop HBase which is a column-oriented database, and processes the calculations of performance, efficiency, and prediction the amount of power generation by parallel processing based on Map-Reduce model. And, Web-based data visualization module allows the administrator to provide information in various forms.

Molecular Interaction Interface Computing Based on Voxel Map (복셀맵을 기반으로 한 분자 간 상호작용 인터페이스의 계산)

  • Choi, Jihoon;Kim, Byungjoo;Kim, Ku-jin
    • Journal of the Korea Computer Graphics Society
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    • v.18 no.3
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    • pp.1-7
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    • 2012
  • In this paper, we propose a method to compute the interface between protein molecules. When a molecules is represented as a set of spheres with van der Waals radii, the distance from a spatial point p to the molecule corresponds to the distance from p to the closet sphere. The molecular interface is composed of equi-distant points from two molecules. Our algorithm decomposes the space into a set of voxels, and then constructs a voxel map by storing the information of spheres intersecting each voxel. By using the voxel map, we compute the distance between a point and the molecule. We also use GPU for the parallel processing, and efficiently approximate the interface of a pair of molecules.

An Efficient Parallelized Algorithm of SEED Block Cipher on Cell BE (CELL 프로세서를 이용한 SEED 블록 암호화 알고리즘의 효율적인 병렬화 기법)

  • Kim, Deok-Ho;Yi, Jae-Young;Ro, Won-Woo
    • The KIPS Transactions:PartA
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    • v.17A no.6
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    • pp.275-280
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    • 2010
  • In this paper, we discuss and propose an efficiently parallelized block cipher algorithm on the CELL BE processor. With considering the heterogeneous feature of the CELL BE architecture, we apply different encoding/decoding methods to PPE and SPE and improve the throughput. Our implementation was fully tested, with execution results showing achievement of high throughput, capable of supporting as high network speed as 2.59 Gbps. Compared to various parallel implementations on multi-core systems, our approach provides speedup of 1.34 in terms of encoding/decoding speed.

Fault Diameter of Folded Hyper-Star Interconnection Networks FHS(2n,n) (상호연결망 폴디드 하이퍼-스타 연결망 FHS(2n,n)의 고장 지름)

  • Kim, Jong-Seok;Lee, Hyeong-Ok
    • The KIPS Transactions:PartA
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    • v.17A no.1
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    • pp.1-8
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    • 2010
  • The fault diameter is one of the important measures for transmission rate and reliability of interconnection network. H.-O. Lee et al.[Parallel paths in folded hyper-star graph, Journal of KIPS, Vol.6, No.7, pp.1756-1769, 1999] suggested the node-disjoint paths of FHS (2n,n), and proved that the fault diameter of FHS(2n,n) is less than 2n-1. In this paper, we suggest an advanced node-disjoint paths of FHS(2n,n). We also prove that the wide diameter of FHS(2n,n) is dist(U,V)+4, and the fault diameter of FHS(2n,n) is less than n+2.

Design of Montgomery Algorithm and Hardware Architecture over Finite Fields (유한 체상의 몽고메리 알고리즘 및 하드웨어 구조 설계)

  • Kim, Kee-Won;Jeon, Jun-Cheol
    • Journal of Korea Society of Industrial Information Systems
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    • v.18 no.2
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    • pp.41-46
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    • 2013
  • Finite field multipliers are the basic building blocks in many applications such as error-control coding, cryptography and digital signal processing. Recently, many semi-systolic architectures have been proposed for multiplications over finite fields. Also, Montgomery multiplication algorithm is well known as an efficient arithmetic algorithm. In this paper, we induce an efficient multiplication algorithm and propose an efficient semi-systolic Montgomery multiplier based on polynomial basis. We select an ideal Montgomery factor which is suitable for parallel computation, so our architecture is divided into two parts which can be computed simultaneously. In analysis, our architecture reduces 30%~50% of time complexity compared to typical architectures.

Volume holographic correlator for fingerprint recognition (지문 인식을 위한 체적 홀로그래픽 광상관기)

  • 이승현;김은수
    • Korean Journal of Optics and Photonics
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    • v.9 no.6
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    • pp.385-389
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    • 1998
  • In this paper, we propose an optical correlator system using volume holograms for database of matched filters. Optical correlator has high speed and parallel processing characteristics of optics. Matched filters are recorded into a volume hologram that can store data with high density, transfer them with high speed, and select a randomly chosen data element. The multiple reference images of database are prerecorded in a photorefractive crystal in the form of Fourier transform images, simply by passing the image displayed in a spatial light modulator through a Fourier transform lens. The angular multiplexing method for multiple holograms of database can be achieved by rotating the crystal by use of a step motor. Experimental results show that the proposed system can be used for the fingerprint recognition.

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