• Title/Summary/Keyword: 데이터 파이프라인

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A Study on Efficiency Improvement of USN Logistics Management System applied Pipelining Techniques (파이프라이닝 기법을 적용한 USN 물류관리 시스템 효율성 향상에 관한 연구)

  • Kim, Seok-Soo;Jung, Sung-Mo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.6
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    • pp.1214-1219
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    • 2009
  • Many studies are being applied for various parts of USN (Ubiquitous Sensor Network) technology. The world's large retail stores and warehouses that apply logistic management are also studied. With this, USN technology is increasing in its utilization. However, to handle and process real-time data will never be never easy if these huge warehouses are using too many sensors, and real-time data correction is almost impossible. Software implementation and high-speed hardware are insufficient to solve these complex problems. To solve this problem, a key solution is to implement high-speed software. Hence, this paper suggests a USN logistics management system that applies pipelining techniques for efficiency in real-time data correction and reduces errors of generated values.

A Study on Performance Improvement of Mobile Rake Finger System for the IMT-2000 (IMT-2000을 위한 이동국 Rake Finger 시스템 성능개선에 관한 연구)

  • 정우열;이선근
    • Journal of the Korea Society of Computer and Information
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    • v.7 no.3
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    • pp.135-142
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    • 2002
  • In this paper, we proposed the new structure of the Rake Finger using Walsh Switch, the shared accumulator and the pipeline FWHT algorithm for reducing the signal processing complexity resulting from the increase of the number of data correlators. The number of computational operation in the proposed data correlators is 160 additions when the number of walsh code channels is 4. As a result, it is reduced about 3.2 times other than the number of computational operation of the conventional ones. Also, the result shows that the data processing time of the proposed Rake Finger architecture is 90,496〔ns〕 and the conventional ones is 110,696〔ns〕. It is 18.3% faster than the data processing time of the conventional Rake Finger architecture.

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Design of Flexible Hybrid Router to Process Unbalanced Input Effectively (불균형한 입력을 효과적으로 처리하는 유연한 혼합형 라우터 설계)

  • 정라미;김성천
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04a
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    • pp.648-650
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    • 2000
  • 라우터의 기본적인 목적은 안정적으로 다량의 데이터를 전송하는 것이다. 현재 e양한 메시지를 효과적으로 처리하기 위한 여러 혼합형 라우터가 개발되고 있다. 이는 단순히 한가지 방식만 고수하는 것이 아니라 기존의 여러 기법을 혼합된 방식을 적용하는 것이다. 이러한 혼합형 기법은 기존의 단일 방식의 단점을 보완할 수 있어야 하며, 그에 따른 오버헤드를 감수할 수 있어야 한다. 이러한 목적으로 웜홀 스위칭(wormhole switching)과 파이프라인드 서킷 스위칭(Pipelined Circuit Switching)을 동시에 구현하기 위해 혼합형 라우터 구조가 제안되었다. 이 라우터는 두 스위칭 기법을 동시에 지원하여 다양한 메시지를 효과적으로 처리할 수 있는 특성이 있다. 그러나 이 구조는 각 스위칭 방식에 해당하는 내부 연결망을 독립적으로 구성함으로써 입력으로 들어오는 스위칭 비율이 불균형일 때 내부 자원을 효율적으로 사용할 수 없는 단점이 있다. 따라서 본 논문에서는 라우터의 내부 연결망을 공유하여 사용하는 새로운 혼합형 라우터를 제안하였다. 제안한 구조는 웜홀과 파이프라인드 서킷 스위칭을 지원하는 라우터로, 메시지를 전송할 때 내부 연결망을 서로 공유함으로써, 입력 메시지의 비율이 불균형할 때 효과적으로 자원을 이용할 수 있게 하였다. 시뮬레이션을 통하여 기존의 혼합형 라우터를 사용하는 것보다 더 높은 성능을 보인다는 것을 증명하였다.

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A Pipelined Parallel Optimized Design for Convolution-based Non-Cascaded Architecture of JPEG2000 DWT (JPEG2000 이산웨이블릿변환의 컨볼루션기반 non-cascaded 아키텍처를 위한 pipelined parallel 최적화 설계)

  • Lee, Seung-Kwon;Kong, Jin-Hyeung
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.46 no.7
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    • pp.29-38
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    • 2009
  • In this paper, a high performance pipelined computing design of parallel multiplier-temporal buffer-parallel accumulator is present for the convolution-based non-cascaded architecture aiming at the real time Discrete Wavelet Transform(DWT) processing. The convolved multiplication of DWT would be reduced upto 1/4 by utilizing the filter coefficients symmetry and the up/down sampling; and it could be dealt with 3-5 times faster computation by LUT-based DA multiplication of multiple filter coefficients parallelized for product terms with an image data. Further, the reutilization of computed product terms could be achieved by storing in the temporal buffer, which yields the saving of computation as well as dynamic power by 50%. The convolved product terms of image data and filter coefficients are realigned and stored in the temporal buffer for the accumulated addition. Then, the buffer management of parallel aligned storage is carried out for the high speed sequential retrieval of parallel accumulations. The convolved computation is pipelined with parallel multiplier-temporal buffer-parallel accumulation in which the parallelization of temporal buffer and accumulator is optimize, with respect to the performance of parallel DA multiplier, to improve the pipelining performance. The proposed architecture is back-end designed with 0.18um library, which verifies the 30fps throughput of SVGA(800$\times$600) images at 90MHz.

Design and Implementation of Real-time Moving Picture Encoder Based on the Fractal Algorithm (프랙탈 알고리즘 기반의 실시간 영상 부호화기의 설계 및 구현)

  • Kim, Jae-Chul;Choi, In-Kyu
    • The KIPS Transactions:PartB
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    • v.9B no.6
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    • pp.715-726
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    • 2002
  • In this paper, we construct real-time moving picture encoder based on fractal theory by using general purpose digital signal processors. The constructed encoder is implemented using two fixed-point general DSPs (ADSP2181) and performs image encoding by three stage pipeline structure. In the first pipeline stage, the image grabber acquires image data from NTSC standard image signals and stores digital image into frame memory. In the second stage, the main controller encode image dada using fractal algorithm. The last stage, output controller perform Huffman coding and result the coded data via RS422 port. The performance tests of the constructed encoder shows over 10 frames/sec encoding speed for QCIF data when all the frames are encoded. When we encode the images using the interframe and redundency based on the proposed algorithms, encoding speed increased over 30 frames/sec in average.

Research on Data Preprocessing Techniques for Efficient Decision-Making in Food Import Procedures (식품 수입 절차에서의 효율적 의사결정을 위한 데이터 전처리 기술에 관한 연구)

  • Jae-Hyeong Park;Yong-Uk Song;Ju-Young Kang
    • The Journal of Bigdata
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    • v.8 no.1
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    • pp.61-71
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    • 2023
  • With the development of data-driven decision-making and sophisticated big data processing technique, there is a growing demand for information on how to process data. However, recent studies with data preprocessing mentioned only as a means to achieve a result. Therefore, in this study, we aimed to write in detail about the data processing pipeline, include preprocessing data. In particular, we shares the context and domain knowledge to aid fluent understand of the research.

A Design of Pipelined-parallel CABAC Decoder Adaptive to HEVC Syntax Elements (HEVC 구문요소에 적응적인 파이프라인-병렬 CABAC 복호화기 설계)

  • Bae, Bong-Hee;Kong, Jin-Hyeung
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.5
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    • pp.155-164
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    • 2015
  • This paper describes a design and implementation of CABAC decoder, which would handle HEVC syntax elements in adaptively pipelined-parallel computation manner. Even though CABAC offers the high compression rate, it is limited in decoding performance due to context-based sequential computation, and strong data dependency between context models, as well as decoding procedure bin by bin. In order to enhance the decoding computation of HEVC CABAC, the flag-type syntax elements are adaptively pipelined by precomputing consecutive flag-type ones; and multi-bin syntax elements are decoded by processing bins in parallel up to three. Further, in order to accelerate Binary Arithmetic Decoder by reducing the critical path delay, the update and renormalization of context modeling are precomputed parallel for the cases of LPS as well as MPS, and then the context modeling renewal is selected by the precedent decoding result. It is simulated that the new HEVC CABAC architecture could achieve the max. performance of 1.01 bins/cycle, which is two times faster with respect to the conventional approach. In ASIC design with 65nm library, the CABAC architecture would handle 224 Mbins/sec, which could decode QFHD HEVC video data in real time.

Design of High Performance Dual Channel Pipelined Interpolators for H.264 Decoder (이중 채널 파이프라인 구조의 H.264용 고성능 보간 연산기 설계)

  • Lee, Chan-Ho
    • Journal of IKEEE
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    • v.13 no.4
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    • pp.110-115
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    • 2009
  • The motion compensation is the most time-consuming and complex unit in the H.264 decoder. The performance of the motion compensation is determined by the calculation of pixel interpolation. The quarter-pixel interpolation is achieved using 6-tap horizontal or vertical FIR filters for luminance data and bilinear FIR filters for chroma data. We propose the architecture for interpolation of luminance and chroma data in H.264 decoders. It is composed of dual-channel pipelined processing elements and can interpolate integer-, half- and quarter-pixel data. The number of the processing cycles is different depending on the position. The processing elements are composed of adders and shifters to reduce the complexity while the accuracy of the pixel data are maintained. We design interpolators for luminance and chroma data using Verilog-HDL and verify the function and performance by implementing using an FPGA.

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Design of Decimal Floating-Point Adder for High Speed Operation with Leading Zero Anticipator (선행 제로 예측기를 이용한 고속 연산 십진 부동소수점 가산기 설계)

  • Yun, Hyoung-Kie;Moon, Dai-Tchul
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.2
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    • pp.407-413
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    • 2015
  • In this paper, a DFPA(decimal floating-point adder) designed a pipeline structure that uses a LZA(leading zero anticipator) to reduce critical route to shorten delay to improve the speed of operation processing. The evaluation and verification of performance of proposed DFPA applied the Flowrian tool with simulation and Cyclone III FPGA was set as the target on the Quartus II tool for the synthesis. The proposed method compared and verified to proposed the other method using same input data. As a result, the performance of proposed method is improved 11.2% and 5.9% more than L.K.Wang's method and etc.. Also, it is confirmed that improvement of operation processing speed and reduction of the number of delay elements on critical path.

A Design of ADC with Multi SHA Structure which for High Data Communication (고속 데이터 통신을 위한 다중Multi SHA구조를 갖는 ADC설계)

  • Kim, Sun-Youb
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.9
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    • pp.1709-1716
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    • 2007
  • In this paper, ADC with multi SHA structure is proposed for high speed operation. The proposed structure incorporates a multi SHA block that consists of multiple SHAs of identical characteristics in parallel to improve the conversion speed. The designed multi SHA is operated by non-overlapping clocks and the sampling speed can be improved by increasing the number of multiplexed SHAs. Pipelined A/D converter, applying the proposed structure, is designed to satisfy requirement of analog front-end of VDSL modem. The measured INL and DNL of designed A/D converter are $0.52LSB{\sim}-0.50LSB$ and $0.80LSB{\sim}-0.76LSB$, respectively. It satisfies the design specifications for VDSL modems. The simulated SNR is about 66dB which corresponds to a 10.7 bit resolution. The power consumption is 24.32mW.