• Title/Summary/Keyword: Distributed architecture

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Maximum Node Interconnection by a Given Sum of Euclidean Edge Lengths in a Cluster Node Distribution

  • Kim, Yeonsoo;Kim, Minkwon;Hwang, Byungyeon
    • Journal of information and communication convergence engineering
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    • v.20 no.2
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    • pp.90-95
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    • 2022
  • This paper proposes a method to find a tree with the maximum number of terminals that can be connected by a given length when numerous terminals distributed in a cluster form are given to the Euclidean plane R2 with several constraints. First constraint is that a given terminal is distributed in a cluster form, second is that a given length cannot connect all terminals in the tree, and third is that there is no curved connection between each terminal. This paper proposes a method to establish more efficient interconnections within terminals distributed in a cluster form by improving a randomly distributed memetic genetic algorithm. The construction of interconnections has been extensively used in design-related fields, from networking to architecture. Additionally, in real life, the construction of interconnections is mostly distributed in the form of clusters. Therefore, the heuristic algorithm proposed in this paper can be effectively utilized in real life and is expected to provide various cost savings.

A New Distributed Log Anomaly Detection Method based on Message Middleware and ATT-GRU

  • Wei Fang;Xuelei Jia;Wen Zhang;Victor S. Sheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.2
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    • pp.486-503
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    • 2023
  • Logs play an important role in mastering the health of the system, experienced operation and maintenance engineer can judge which part of the system has a problem by checking the logs. In recent years, many system architectures have changed from single application to distributed application, which leads to a very huge number of logs in the system and manually check the logs to find system errors impractically. To solve the above problems, we propose a method based on Message Middleware and ATT-GRU (Attention Gate Recurrent Unit) to detect the logs anomaly of distributed systems. The works of this paper mainly include two aspects: (1) We design a high-performance distributed logs collection architecture to complete the logs collection of the distributed system. (2)We improve the existing GRU by introducing the attention mechanism to weight the key parts of the logs sequence, which can improve the training efficiency and recognition accuracy of the model to a certain extent. The results of experiments show that our method has better superiority and reliability.

A Distributed Instant Message System Architecture using Media Control Channel (미디어 제어 채널을 사용한 분산 인스턴트 메시지 시스템 구조)

  • Kim, Byung Chul;Jang, Choonseo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.5
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    • pp.979-985
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    • 2016
  • In this paper, a distributed instant message system with multiple servers architecture which can distribute system load effectively using an extended media control channel has been presented. A media control channel provides establishing a reliable control channel and also keeping a reliable control channel between SIP server and client in the field of real-time media transport area. In this study, a new instant message system architecture which can distribute massive instant message including multimedia data to multiple servers has been presented. The presented instant message system architecture can distribute system load by extending media control channel. For this purpose, media control channel messages, which distribute system load to multiple servers dynamically according to increasing number of users, have been designed in our presented system. And, in our research, an exchanging procedures of media control channel messages between servers have also been presented. The performance of the proposed system has been analysed by simulation.

Analysis of Energy Consumption and Processing Delay of Wireless Sensor Networks according to the Characteristic of Applications (응용프로그램의 특성에 따른 무선센서 네트워크의 에너지 소모와 처리 지연 분석)

  • Park, Chong Myung;Han, Young Tak;Jeon, Soobin;Jung, Inbum
    • Journal of KIISE
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    • v.42 no.3
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    • pp.399-407
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    • 2015
  • Wireless sensor networks are used for data collection and processing from the surrounding environment for various applications. Since wireless sensor nodes operate on low computing power, restrictive battery capacity, and low network bandwidth, their architecture model has greatly affected the performance of applications. If applications have high computation complexity or require the real-time processing, the centralized architecture in wireless sensor networks have a delay in data processing. Otherwise, if applications only performed simple data collection for long period, the distributed architecture wasted battery energy in wireless sensors. In this paper, the energy consumption and processing delay were analyzed in centralized and distributed sensor networks. In addition, we proposed a new hybrid architecture for wireless sensor networks. According to the characteristic of applications, the proposed method had the optimal number of wireless sensors in wireless sensor networks.

An Internet Based Workflow System Covering Multiple Workflow System Architectures (다중 워크플로우 시스템 구조를 포용하는 인터넷 기반 워크플로우 시스템)

  • Han, Dong-Soo;Shim, Jae-Yong
    • Journal of KIISE:Information Networking
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    • v.27 no.2
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    • pp.226-236
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    • 2000
  • The best-fit workflow management system architecture for the workflows in the internet is dependent on the workflow types that should be processed in the workflow system. Since a workflow management system should accommodate various kinds of workflows requiring different workflow system architectures respectively as their best-fit workflow system architectures, it is ideal that a workflow system covers various workflow system architectures and changes its architecture according to the input workflow types. In this paper we propose a workflow system architecture that covers various workflow architectures within a single workflow system. The system changes its architecture by creating an execution object for a task in the form of an object instance and placing the created object instance to anywhere the system wants to. Performance test has been performed on the early versions of the system changing its architectures, and the results are illustrated. The results show that the distributed multiple workflow servers in the internet can contribute to not only reliable control of the distributed tasks but also enhancing total throughput of a workflow system.

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A Design of Pipeline Chain Algorithm Based on Circuit Switching for MPI Broadcast Communication System (MPI 브로드캐스트 통신을 위한 서킷 스위칭 기반의 파이프라인 체인 알고리즘 설계)

  • Yun, Heejun;Chung, Wonyoung;Lee, Yong-Surk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37B no.9
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    • pp.795-805
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    • 2012
  • This paper proposes an algorithm and a hardware architecture for a broadcast communication which has the worst bottleneck among multiprocessor using distributed memory architectures. In conventional system, The pipelined broadcast algorithm is an algorithm which takes advantage of maximum bandwidth of communication bus. But unnecessary synchronization process are repeated, because the pipelined broadcast sends the data divided into many parts. In this paper, the MPI unit for pipeline chain algorithm based on circuit switching removing the redundancy of synchronization process was designed, the proposed architecture was evaluated by modeling it with systemC. Consequently, the performance of the proposed architecture was highly improved for broadcast communication up to 3.3 times that of systems using conventional pipelined broadcast algorithm, it can almost take advantage of the maximum bandwidth of transmission bus. Then, it was implemented with VerilogHDL, synthesized with TSMC 0.18um library and implemented into a chip. The area of synthesis results occupied 4,700 gates(2 input NAND gate) and utilization of total area is 2.4%. The proposed architecture achieves improvement in total performance of MPSoC occupying relatively small area.

Flora and Life form of 4 Man-made Wetlands in Gunsan City (군산시 주요 4개 인공습지의 식물상 및 생활형)

  • Kim, Chang-Hwan;Kang, Eun-Ok;Choi, Young-Eun;Park, Byoung-Mo;Baek, Jong-Seon
    • Journal of Environmental Science International
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    • v.20 no.9
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    • pp.1125-1140
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    • 2011
  • According to previous research on evaluating vegetative value of wetland and RAM evaluation targeting the man-made wetland in Gunsan, Gunsan Reservoir and Gongchang Reservoir had been found to have satisfactory results while Anjeong Reservoir and Changan Reservoir had been found to have unsatisfactory results. Aimed at those reservoirs, a vegetation survey was conducted to analyze differences in terms of flora and growth habit. As for the flora, Gunsan Reservoir ranked first with 433 kinds of plants, followed by Gongchang Reservoir with 306, Changan Reservoir with 176 and Anjeong Reservoir with 167. As for specific plant species by floristic region, it was identified that Gunsan Reservoir had 18 species, larger than other wetlands and also, it had more species of naturalized plants than others. This phenomenon is related to various wetland environments resulted from wider area of Gunsan Reservoir. In the case of dormancy form, hemicryptophytes were mainly distributed in Gunsan Reservoir and Gongchang Reservoir while annual plants were mainly distributed in Anjeong Reservoir and Changan Reservoir with heavy disturbance.

Efficient Distributed Conference Architecture in SIP Environment (SIP 환경에서의 효율적인 분산형 컨퍼런스 구조)

  • Jo, Hyun-Gyu;Lee, Ki-Soo;Jang, Choon-Seo
    • The Journal of the Korea Contents Association
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    • v.8 no.5
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    • pp.1-8
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    • 2008
  • The centralized conference architecture, one of the conference architectures in SIP(Session Initiation Protocol) environment, is widely used as it has the advantage of conference management and control. However it has been limited in scalability. Therefore we have proposed an efficient distributed conference architecture to improve scalability of centralized conference model. In our architecture, if the number of conference participants exceeds the predefined maximum number, a new conference server is added to the conference dynamically. In this case, the focus of existing server acts as primary focus and the focus of added server acts as secondary focus, and dynamic reallocation of participants between servers is done to equally divide the loads. This process is repeated as the number of conference participants increases. For this behavior, we have proposed procedure of adding the conference server, SIP call signal exchange, signaling procedure for RTP(Real Time Transport Protocol) sessions between conference servers, and procedure of conference event package between conference servers. The performance of our proposed model is evaluated by experiments.

Design 5Q MPI Hardware Unit Supporting Standard Mode (표준 모드를 지원하는 5Q MPI 하드웨어 유닛 설계)

  • Park, Jae-Won;Chung, Won-Young;Lee, Seung-Woo;Lee, Yong-Surk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.1B
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    • pp.59-66
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    • 2012
  • The use of MPSoC has been increasing because of a rise of use of mobile devices and complex applications. For improving the performance of MPSoC, number of processor has been increasing. Standard MPI is used for efficiently sending data in distributed memory architecture that has advantage in multi processor. Standard In this paper, we propose a scalable distributed memory system with a low cost hardware message passing interface(MPI). The proposed architecture improves transfer rate with buffered send for small size packet. Three queues, Ready Queue, Request Queue, and Reservation Queue, work as previous architecture, and two queues, Small Ready Queue and Small Request Queue, are added to send small size packet. When the critical point is set 8 bytes, the proposed architecture takes more than 2 times the performance improvement in the data that below the critical point.

An Efficient Network Management Architecture Usign Mobile Agents on DPE (분산처리환경에서 이동에이전트를 이용한 효율적인 망 관리 구조)

  • 이정환;홍충선
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.6C
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    • pp.535-543
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    • 2002
  • In order to overcome disadvantages of existing centralized network management systems that use simple objects, dynamic object platforms are proposed as alternative systems. So the distributed network management systems are implemented using various distributed platform such as CORBA and Java-RMI. Subsequently mobile agent-based platforms are proposed. The mobile agent-based platform can additionally provide flexibility and scalability to network management system that CORBA or Java-RMI based platforms do not support. In this paper, we address an architecture to solve the problem of the occurrence of additional traffic by using mobile agent and to save resources of network element. Our proposal in this paper is an efficient network management architecture using motile agents. And we make use of mobile agents for minimizing of traffic that can happen when mobile agents moves. Also we design agents using information architecture of TMN for efficient resource management of network element and improvement of operation performance.