• Title/Summary/Keyword: Multi-threading

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Design and Implementation of High Efficiency Backup and Recovery Systems for Information Protection (정보보호를 위한 고성능 백업 및 복구 시스템의 설계 및 구현)

  • Lee, Moon-Goo;Seong, Hae-Kyung
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.44 no.6
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    • pp.10-18
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    • 2007
  • In consideration of increment and importance for data, an efficient and large storage backup system requires. Existing backup system solutions show some limitations in speed and technical. In order to solve these deficiencies, backup and recovery system of high efficiency and large storage capacity was designed and implemented by using high speed, compression technique and backup accelerator etc. Backup and recovery system applies to multi-threading, multi-processing and multi-streaming technology. And already established systems based on tape, but proposed backup operating model designed on disk. Therefore, the implemented of system leads to these backup media problems as well as solutions to aforementioned issues with existing backup system.

ARQ Packet Error Control Scheme Using Multiple Threads Based on MMT Protocol (MMT 프로토콜 기반의 다중쓰레드를 활용한 ARQ 패킷 오류 제어 기법)

  • Won, Kwang-eun;Ahn, Eun-bin;Kim, Ayoung;Lee, Hong-rae;Seo, Kwang-deok
    • Journal of Broadcast Engineering
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    • v.23 no.5
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    • pp.682-692
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    • 2018
  • In this paper, we propose an ARQ packet error control scheme using multiple threads in delivering massive capacity of multimedia based on MMT(MPEG Media Transport) protocol. On the sending side, each frame that constitutes an image is packetized into MMT packets based on MMT protocol. The header of the packet stores the sequence number of the frames contained in the packet and the time of presentation information. The payload of the packet stores the direct information that comprises the frame. The generated MMT packet is transmitted to the IP network. The receiving side checks if any error has occurred in the received packet. For any identified error, it controls the error through ARQ error control scheme and reconfigure the frame according to the information stored in the header of the received packet. At this point, a multi-threading based transport design is constructed so that each thread takes over a single frame, which increases the transmission efficiency of massive capacity multimedia. The efficiency of the multi-threading transport method is verified by solving the problems that might arise when using a single-thread approach if packets with errors are retransmitted.

PC Based Distributed Control System of AGV with Multi-Thread Method (다중 쓰레드 기법을 미용한 AGV의 PC기반 분산제어 시스템)

  • Jun, Sung-Jae;Cho, Yon-Sang;Park, Heung-Sik
    • Journal of the Korean Society for Precision Engineering
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    • v.22 no.9 s.174
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    • pp.107-114
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    • 2005
  • With the recent progress in flexible manufacturing systems (FMS) in industry, increasing attention has been given to Automatic Guided Vehicle (AGV) systems. An AGV is a self-powered unit for transporting materials between stations without needing to be controlled by an operator. Such a system has several sensors to recognize the external state, and it is designed to travel between stations automatically without external assistance. To manage each device automatically in real time it requires a distributed controller with a main computer as the host, as well as a number of micro-controllers. In this study, an AGV system with dual motor drive was constructed. A Pentium 4 personal computer was set up as the main host for the distributed control, and this communicated with other micro-controllers in the management of the motor. The speed of each motor was also controlled by a micro-controller.

Multi-threaded system to support reconfigurable hardware accelerators on Zynq SoC (Zynq SoC에서 재구성 가능한 하드웨어 가속기를 지원하는 멀티쓰레딩 시스템 설계)

  • Shin, Hyeon-Jun;Lee, Joo-Heung
    • Journal of IKEEE
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    • v.24 no.1
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    • pp.186-193
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    • 2020
  • In this paper, we propose a multi-threading system to support reconfigurable hardware accelerators on Zynq SoC. We implement high-performance JPEG decoder with reconfigurable 2D IDCT hardware accelerators to achieve maximum performance available on the platform. In this system, up to four reconfigurable hardware accelerators synchronized with SW threads can be dynamically reconfigured to provide adaptive computing capabilities according to the given image resolution and the compression ratio. JPEG decoding is operated using images with resolutions 480p, 720p, 1080p at the compression ratio of 7:1-109:1. We show that significant performance improvements are achieved as the image resolution or the compression ratio increase. For 1080p resolution, the performance improvement is up to 79.11 times with throughput speed of 99 fps at the compression ratio 17:1.

Two-Level Tries: A General Acceleration Structure for Parallel Routing Table Accesses

  • Mingche, Lai;Lei, Gao
    • Journal of Communications and Networks
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    • v.13 no.4
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    • pp.408-417
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    • 2011
  • The stringent performance requirement for the high efficiency of routing protocols on the Internet can be satisfied by exploiting the threaded border gateway protocol (TBGP) on multi-cores, but the state-of-the-art TBGP performance is restricted by a mass of contentions when racing to access the routing table. To this end, the highly-efficient parallel access approach appears to be a promising solution to achieve ultra-high route processing speed. This study proposes a general routing table structure consisting of two-level tries for fast parallel access, and it presents a heuristic-based divide-and-recombine algorithm to solve a mass of contentions, thereby accelerating the parallel route updates of multi-threading and boosting the TBGP performance. As a projected TBGP, this study also modifies the table operations such as insert and lookup, and validates their correctness according to the behaviors of the traditional routing table. Our evaluations on a dual quad-core Xeon server show that the parallel access contentions decrease sharply by 92.5% versus the traditional routing table, and the maximal update time of a thread is reduced by 56.8 % on average with little overhead. The convergence time of update messages are improved by 49.7%.

Parallel Processing of K-means Clustering Algorithm for Unsupervised Classification of Large Satellite Imagery (대용량 위성영상의 무감독 분류를 위한 K-means 군집화 알고리즘의 병렬처리)

  • Han, Soohee
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.35 no.3
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    • pp.187-194
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    • 2017
  • The present study introduces a method to parallelize k-means clustering algorithm for fast unsupervised classification of large satellite imagery. Known as a representative algorithm for unsupervised classification, k-means clustering is usually applied to a preprocessing step before supervised classification, but can show the evident advantages of parallel processing due to its high computational intensity and less human intervention. Parallel processing codes are developed by using multi-threading based on OpenMP. In experiments, a PC of 8 multi-core integrated CPU is involved. A 7 band and 30m resolution image from LANDSAT 8 OLI and a 8 band and 10m resolution image from Sentinel-2A are tested. Parallel processing has shown 6 time faster speed than sequential processing when using 10 classes. To check the consistency of parallel and sequential processing, centers, numbers of classified pixels of classes, classified images are mutually compared, resulting in the same results. The present study is meaningful because it has proved that performance of large satellite processing can be significantly improved by using parallel processing. And it is also revealed that it easy to implement parallel processing by using multi-threading based on OpenMP but it should be carefully designed to control the occurrence of false sharing.

Synchronization of audio and video streams on multi-threading MPEG-1 decoder using shared buffers (다중 쓰래딩 기법의 MPEG-1 디코더에서 공유버퍼를 이용한 오디오/비디오 스트림의 동기화)

  • 박태강;이호석
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10b
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    • pp.221-223
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    • 1999
  • 소프트웨어로 MPEG-1 디코더의 구현이 가능하다. 소프트웨어 MPEG-1 디코더의 문제 중 하나는 MPEG-1 압축 알고리즘의 특징상 각각의 영상들이 서로 다른 압축율로 압축되기 때문에 재생시에 디코더에 걸리는 부하가 매우 불규칙적이라는 점이다. 이 문제는 MPEG-1 디코더를 보다 작은 실행 단위인 쓰래드로 나누어 처리함으로써 효율적으로 해결할 수 있다. 이때 독립적인 실행 흐름을 가지는 쓰래드들간의 데이터 전달을 위하여 공유버퍼를 사용하게 된다. 본 논문에서는 다중 쓰래드로 구성된 소프트웨어 MPEG-1 디코더에서 쓰래드들 간의 데이터 전달에 사용되는 공유 버퍼를 이용하여 오디오와 비디오 스트림의 동기화를 효과적으로 수행하는 기법을 소개한다.

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The Survey of Parallel Programming Techniques for Developing Optimized Software in Multi-core System (멀티코어 시스템에서 최적화된 소프트웨어 개발을 위한 병렬처리 프로그래밍 기법 조사)

  • Lee, Ki-Hong;Kim, Jee-Hong;Eom, Young-Ik
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06a
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    • pp.36-38
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    • 2012
  • 이제 멀티코어 CPU가 보편화 되었지만 대다수의 프로그래밍 언어가 단일 코어를 대상으로 발전되었기 때문에 병렬화에 어려움이 있다. 이를 해결하고자 병렬처리 기법들이 연구되고 있지만 오히려 개발자는 여러 기법들 사이에서 혼란스러울 수 있다. 본 논문에서는 개발자들이 처한 상황에서 적절한 기법을 선택하는데 도움이 되고자 주요 병렬처리 기법인 OpenMP, Threading Building Blocks, Cilk Plus, Parallel Patterns Library를 비교 및 평가하였다. 각 기법마다 지원 기능, 지원 방식, 스케줄링 기법 등 개발자가 프로그램을 개발함에 있어 고려해야 할 특징들이 서로 다르고 각기 장단점이 존재한다. 따라서 병렬처리 기법을 선택하고 구현함에 있어 특정한 하나의 기법에 의존하는 것보다는 여러 기법들의 특성을 파악하여 상황에 맞는 기법을 선택한다면 보다 효율적이면서도 쉽게 병렬처리를 구현할 수 있다.

Comparison of Go and C++ TBB on Parallel Processing (Go와 C++ TBB의 병렬처리 비교)

  • Park, Dong-Ha;Moon, Bong-Kyo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.04a
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    • pp.64-67
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    • 2017
  • Applying concurrent structure and parallel processing are a common issue for these day's programs. In this research, Dynamic Programming is used to compare the parallel performance of Go language and Intel C++ Thread Building Blocks. The experiment was performed on 4 core machine and its result contains execution time under Simultaneous Multi-Threading environment. Static Optimal Binary Search Tree was used as an example. From the result, the speed-up of Go was higher than the number of cores, and that of TBB was close to it. TBB performed better in general, but for larger scale, Go was partially faster than the other.

Implementation of Multi-threading Ambulatory Speech Audiometric System (멀티스레딩 기법을 이용한 휴대용 어음청력검사 시스템 구현)

  • Shin, Seung-Won;Kim, Kyeong-Seop;Yoon, Tae-Ho;Lee, Sun-Ju;Lee, Seong-Taek;Lee, Jeong-Whan
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.1998_1999
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    • 2009
  • 본 연구에서는 단일 청력검사 모듈에서 여러 가지 작업들을 동시에 운용할 수 있는 멀티스레딩 기법의 구현을 통하여, 청력검사 시스템에서 피검사자가 검사가 진행되는 동안 언제든지 응답 결과를 확인하거나 또는 수정할 수 있도록 하는 휴대용 어음청력검사 시스템을 구현하고자 하였다.

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