• Title/Summary/Keyword: Distributed architecture

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High-throughput and low-area implementation of orthogonal matching pursuit algorithm for compressive sensing reconstruction

  • Nguyen, Vu Quan;Son, Woo Hyun;Parfieniuk, Marek;Trung, Luong Tran Nhat;Park, Sang Yoon
    • ETRI Journal
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    • v.42 no.3
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    • pp.376-387
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    • 2020
  • Massive computation of the reconstruction algorithm for compressive sensing (CS) has been a major concern for its real-time application. In this paper, we propose a novel high-speed architecture for the orthogonal matching pursuit (OMP) algorithm, which is the most frequently used to reconstruct compressively sensed signals. The proposed design offers a very high throughput and includes an innovative pipeline architecture and scheduling algorithm. Least-squares problem solving, which requires a huge amount of computations in the OMP, is implemented by using systolic arrays with four new processing elements. In addition, a distributed-arithmetic-based circuit for matrix multiplication is proposed to counterbalance the area overhead caused by the multi-stage pipelining. The results of logic synthesis show that the proposed design reconstructs signals nearly 19 times faster while occupying an only 1.06 times larger area than the existing designs for N = 256, M = 64, and m = 16, where N is the number of the original samples, M is the length of the measurement vector, and m is the sparsity level of the signal.

Hardware Implementation of Discrete-Time Cellular Neural Networks Using Distributed Arithmetic (분산연산 방식을 이용한 이산시간 Cellular 신경회로망의 하드웨어 구현)

  • Park, Sung-Jun;Lim, Joon-Ho;Chae, Soo-Ik
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.1
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    • pp.153-160
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    • 1996
  • In this paper, we propose an efficient digital architecture for the discrete-time cellular neural networks (DTCNN's). DTCNN's have the locality and the translation invariance in the templates which determine the patterns of the connection between the cells. Using distributed arithmetic (DA) and the characteristics of DTCNN, we propose a simple implementation of DTCNN. The bus width in the cell-to-cell interconnection is reduced to one bit because of DA's bitwise operation. We implemented the reconfigurable architecture of DTCNN using programmable FPGA.

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The Forest Vegetation of Mt. Jangan County Park in Jangsu-Gun, Jeonlabuk-Do, Korea

  • Kim, Chang-Hwan;Ahn, Deug-Soo
    • The Korean Journal of Ecology
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    • v.23 no.6
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    • pp.439-444
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    • 2000
  • Forest vegetation in Mt. Jangan County Park, Jeonlabuk-Do, Korea, was investigated by classification and ordination methods. By the cluster analysis (classification) method, nine groups were recognized as follows : Quercus serrata community, Quercus serrata- Carpinus laxiflora community, Cornus controversa community, Fraxinus mandshurica community, Carpinus laxiflora community, Quereus variabilis community, Quercus mongolica - Sasa borealis community. Quercus mongolica - Symplocos chinensis for. pilosa community and Quercus mongolica - Rhododendron schlippenbachii community. These groups showed differences in species composition and environmental characteristics, but Quercus mongolica - Sasa borealis community, Quercus mongolica - Symplocos chinensis for. pilosa community and Quercus mongolica - Rhododendron schlippenbachii community among them showed very similar floristic composition to each other. The interrelationship between the floristic composition of the vegetation and environmental factors was analysed by principal component analysis (PCA). Quercus mongolica community was distributed at a high altitude (900~1200 m above sea level). Fraxinus mandshurica community and Cornus controversa community were differentiated from the other communities with high contents of soil moisture and pH. On the other hand, Carpinus laxiflora community and Quercus variabilis community were distributed at places with adequate levels of soil moisture, soil organic matter. and at low altitude. In this study, the altitude and soil moisture were the main factors determining the forest vegetation. They were strongly correlated with the dominant compositional gradient at the localities examined.

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An Application of the Blackboard Architecture for the collaboration among heterogeneous software systems (이종의 소프트웨어 시스템들의 연동을 지원하기 위한 블랙보드 구조의 적용)

  • Cho, Tae-Ho;Koh, Jong-Young
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.5
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    • pp.1234-1245
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    • 1998
  • This paper presents a multiagent system, based on the blackboard architecture and its mechanism of coordination and communication, developed for the collaboration of distributed heterogeneous software systems. The system provides the environment for the collaboration among pre-existing heterogeneous subsystems within the context of multimedia distance education application. The meta-knowledge for each agent is isolated in the global controller and the control knowledge and the problem-solving knowledge are clearly separated within the system. As a result, the coordination problem that typically found in the conventional distributed problem solving systems are greatly enhanced and the reusability of the pre-developed systems are improved.

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Vascular Plants Distributed in the Nakdong-Jeongmaek Mountains - Focused on Mt. Baekbyeong, Mt. Chilbo, Mt. Baekam, Mt. Unju, Mt. Goheon and Mt. Gudeok - (낙동정맥에 분포하는 관속식물상 - 백병산, 칠보산, 백암산, 운주산, 고헌산, 구덕산을 중심으로 -)

  • You, Ju-Han;Kim, Dong-Pil;Oh, Hyun-Kyung
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.20 no.5
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    • pp.15-41
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    • 2017
  • The purpose of this study is to present the basic data for conservation of forest ecosystem by surveying and analysing the flora distributed in Nakdong-Jeongmaek Mountains, Korea. The numbers of flora were 901 taxa including 116 families, 433 genera, 790 species, 4 subspecies, 90 varieties, 15 forms and 2 hybrids. The threatened species was Pedicularis ishidoyana. The rare plants were 33 taxa including Pseudostellaria sylvatica, Cimicifuga heracleifolia var. bifida, Isopyrum mandshuricum, Paeonia japonica, Syringa patula var. kamibayshii, Lilium distichum, Iris odaesanensis and so forth. The Korean endemic plants were 35 taxa including Salix koriyanagi, Thalictrum actaefolium var. brevistylum, Corydalis maculata, Lespedeza maritima, Cirsium setidens, Carex okamotoi and so forth. The specific plants by floristic region were 155 taxa including 55 taxa of grade I, 41 taxa of grade II, 36 taxa of grade III, 18 taxa of grade IV and 5 taxa of grade V. The naturalized plants were 62 taxa including Rumex obtusifolius, Amaranthus lividus, Medicago sativa, Geranium carolinianum, Malva sylvestris var. mauritiana, Foeniculum vulgare, Sonchus oleraceus, Tradescantia reflexa and so forth. The invasive alien plants were 5 taxa including Rumex acetocella, Solanum carolinense, Ambrosia artemisiifolia, Aster pilosus and Lactuca scariola.

Designed and Implementation of Layered Configuration Management for the Efficient Management of Intranet (효율적인 인트라넷 관리를 위한 계층적 구성 관리 시스템 설계 및 구현)

  • 라연경;김호철;서승호;문해은;김영탁
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.12C
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    • pp.1228-1237
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    • 2002
  • Network management is composed of five major functional areas, fault, configuration, account, performance and security management in the ITU standards. Configuration management identifies, exercises control over, collects data from network element node system and provides data to the management systems. The proposed architecture is designed based on the Distributed Processing Environment of CORBA(Common Object Request Broker Architecture) Spec v2.3. In this paper, configuration management system has been designed and implemented with layered managed object. It provides that integrated management of various data link layer technology. We suggest MIB(Management Information Base)/MIT(Management Information Tree) to support integrated management and distributed environment.

A Remote Cache Coherence Protocol for Single Shared Memory in Multiprocessor System (단일 공유 메모리를 가지는 다중 프로세서 시스템의 원격 캐시 일관성 유지 프로토콜)

  • Kim, Seong-Woon;Kim, Bo-Gwan
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.6
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    • pp.19-28
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    • 2005
  • The multiprocessor architecture is a good method to improve the computer system performance. The CC-NUMA provides a single shared space with the physically distributed memories is used widely in the multiprocessor computer system. A CC-NUMA has the full-mapped directory for the shared memory md uses a remote cache memory for tile fast memory access. In this paper, we propose a processing node architecture for a CC-NUMA system and a cache coherency protocol on the physically distributed but logically shared system. We show an implementation result of the system which is adopted the cache coherency protocol.

A Study on Phon Call Big Data Analytics (전화통화 빅데이터 분석에 관한 연구)

  • Kim, Jeongrae;Jeong, Chanki
    • Journal of Information Technology and Architecture
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    • v.10 no.3
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    • pp.387-397
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    • 2013
  • This paper proposes an approach to big data analytics for phon call data. The analytical models for phon call data is composed of the PVPF (Parallel Variable-length Phrase Finding) algorithm for identifying verbal phrases of natural language and the word count algorithm for measuring the usage frequency of keywords. In the proposed model, we identify words using the PVPF algorithm, and measure the usage frequency of the identified words using word count algorithm in MapReduce. The results can be interpreted from various viewpoints. We design and implement the model based HDFS (Hadoop Distributed File System), verify the proposed approach through a case study of phon call data. So we extract useful results through analysis of keyword correlation and usage frequency.

A Field Survey on the Operational Realities of Community Living Home for the Elders Living Alone in the Rural Village (농촌지역 독거노인 공동생활홈의 운영실태에 관한 조사연구)

  • Park, Chung-Shin;Park, Heon-Choon;Kim, Seung-Keun
    • Journal of the Korean Institute of Rural Architecture
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    • v.16 no.4
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    • pp.1-8
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    • 2014
  • The purpose of this study is to analyzes the administration actual situation of community living home in Korea. The results are as follows. First, community living home in Korea is distributed over the Jeonranam-do areas by approximately 67.7%, and distributed over 18 cities in the Jeonrabuk-do areas. Second, In a type of community living home, "Sharing residence type" accounts for approximately 97%. The reason of this is because it can save a budget by utilizing existing public accommodation. Third, the administration main constituent of community living home running in each city is a neighborhood association, but bears the administration expense in the local government. Fourth, as a result of having analyzed the representative example of the community living home, "Sharing residence type" knew that a per person necessary area was the insufficient. Finally, it is desirable for oneself of the neighborhood association to be in charge of the administration main constituent of the community living home basically.

Requirements for Workflow Management Systems Supporting CITIS (CITIS 지원 워크플로우 관리 시스템 개발 요구사항)

  • Bae, Joon-Soo;Kim, Dong-Soo;Jeong, Seok-Chan;Bae, Hye-Rim;Seo, Yeong-Ho;Hur, Won-Chang;Kim, Yeong-Ho;Kang, Suk-Ho
    • IE interfaces
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    • v.10 no.3
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    • pp.63-73
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    • 1997
  • This paper presents requirements for workflow management systems supporting CITIS. We propose an architecture of global workflow management system which aims at supporting external workflow among different organizations rather than internal one. The architecture consists of five key elements, that is process definition language, process graphic design tool, control engine, status monitoring tool, and interface models. For each of these elements, implementation requirements are presented and its major functions are described. A key concept to the CITIS standard is the integration of disparate systems in distributed environment. This leads us to place a special emphasis on the interface models that can enhance the interoperability between externally participating workflow systems. Two interface models for the global workflow management system are explained. CORBA, the most widely accepted standard for distributed object management, can be adopted to facilitate the integration. World Wide Web can be used for the underlying platform on which information is exchanged and the status of processes instances is monitored. The workflow management system can provide a ready and easy access to and management of the data for CALS environments.

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