• Title/Summary/Keyword: heterogeneous distributed computing environment

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Design of platform supporting for healthcare context information service based on multi-agent (멀티 에이전트 기반 헬스케어 상황정보 서비스 플랫폼의 설계)

  • Park, Moo-Hyun;Jeong, Chang-Won;Joo, Su-Chong
    • Journal of Internet Computing and Services
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    • v.9 no.3
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    • pp.9-24
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    • 2008
  • In this paper, we describes the design of software architecture supporting for healthcare context information service platform based on multi agent in home environment. In this platform, the DOGF supports the execute object and healthcare sensors and device's logical services grouping. JADE framework can support mobility in heterogeneous environment. The multi agents on platform order to support a healthcare context information service it will be able to divide. An agent collects an environment information from distributed devices. Another an agent follows mobile-device specific and it does a different service. And an agent where it manages like this. The mobile-proxy&agent is an interface part between DOGF and JADE, support data interchange or mobility pattern. For DOGF and JADE to provide healthcare context information service, we describes the design of multi agent software platform and multi agent classification by services. Finally we showed the system environments which is physical environments and prototype based on platfonn for healthcare context information services.

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Deep Neural Network-Based Critical Packet Inspection for Improving Traffic Steering in Software-Defined IoT

  • Tam, Prohim;Math, Sa;Kim, Seokhoon
    • Journal of Internet Computing and Services
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    • v.22 no.6
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    • pp.1-8
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    • 2021
  • With the rapid growth of intelligent devices and communication technologies, 5G network environment has become more heterogeneous and complex in terms of service management and orchestration. 5G architecture requires supportive technologies to handle the existing challenges for improving the Quality of Service (QoS) and the Quality of Experience (QoE) performances. Among many challenges, traffic steering is one of the key elements which requires critically developing an optimal solution for smart guidance, control, and reliable system. Mobile edge computing (MEC), software-defined networking (SDN), network functions virtualization (NFV), and deep learning (DL) play essential roles to complementary develop a flexible computation and extensible flow rules management in this potential aspect. In this proposed system, an accurate flow recommendation, a centralized control, and a reliable distributed connectivity based on the inspection of packet condition are provided. With the system deployment, the packet is classified separately and recommended to request from the optimal destination with matched preferences and conditions. To evaluate the proposed scheme outperformance, a network simulator software was used to conduct and capture the end-to-end QoS performance metrics. SDN flow rules installation was experimented to illustrate the post control function corresponding to DL-based output. The intelligent steering for network communication traffic is cooperatively configured in SDN controller and NFV-orchestrator to lead a variety of beneficial factors for improving massive real-time Internet of Things (IoT) performance.

정보 시스템 통제 아키텍처를 이용한 정보자원 관리에 관한 실증적 연구

  • Kim, Jeong-Uk
    • Journal of Korean Society for Quality Management
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    • v.28 no.4
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    • pp.29-46
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    • 2000
  • Advent of the distributed computing has contributed to the rapid distribution of information technology throughout the organization. While powerful and user-friendly information technology are more available to end users, managing the distributed, heterogeneous IT environment has become a serious problem for corporate IT managers. Integrated Control Architecture (ICA) enables the monitoring and controlling of the dispersed information resources for effective enterprise-wide information resource management. This paper empirically examines the propositions that the level of information resource control is positively related to IS effectiveness measured in user satisfaction. Measures are developed and validated for the control of information resource object such as data, application, platform, and control of relationships among such objects. Results from a study of 130 organizations support that the organizations with high information resource control exhibit user satisfaction.

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A Distributed File Service for Wearable Computing Environment (웨어러블 컴퓨팅을 위한 분산 파일 서비스)

  • Shin, Jong-Hwa;Lee, Woo-Joong;Park, Chan-Ik;Cho, Il-Yeon;Han, Dong-Won
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.754-756
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    • 2005
  • 이동통신 기술과, 반도체 기술의 발전으로 인해 기존의 컴퓨팅 패러다임이 데스크 탑에서 PDA, 스마트 폰 등의 모바일 환경으로, 그리고 입는 컴퓨터로의 이동이 급격하게 진행되고 있다. 또한 유비쿼터스 컴퓨팅 개념이 도입되고 발전하면서 입는 컴퓨터는 사용자와 편재된 컴퓨팅 환경의 인터페이스로써 중요성이 부각되고 있다. 그러나 웨어러블 컴퓨팅 환경에서의 사용자 간, 또는 주변 컴퓨팅 환경과의 데이터 공유와 관련된 연구는 활발히 진행되고 있지 못하다. 따라서, 본 논문에서는 웨어러블 컴퓨팅 환경의 Distributed, Dynamic, Heterogeneous한 특성에 대한 기존의 분산 파일 시스템/서비스가 가진 한계점을 제시하고, 웨어러블 컴퓨팅 환경에서 자유로운 데이터 공유를 실현하기 위한 분산 파일 서비스를 제시하였다. 마지막으로, 본 논문에서는 웨어러블 컴퓨팅에서의 제한적인 입출력 환경을 극복하기 위한 상황 인지 분산 파일 시스템/서비스와 관련된 연구들을 소개하고, 기존의 연구들이 가지는 한계점을 극복하기 위한 분산 파일 서비스 구성 기법을 제시하였다.

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UniPy: A Unified Programming Language for MGC-based IoT Systems

  • Kim, Gayoung;Choi, Kwanghoon;Chang, Byeong-Mo
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.3
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    • pp.77-86
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    • 2019
  • The advent of Internet of Things (IoT) makes common nowadays computing environments involving programming not a single computer but several heterogeneous distributed computers together. Developing programs separately, one for each computer, increases programmer burden and testing all the programs become more complex. To address the challenge, this paper proposes an RPC-based unified programming language, UniPy, for development of MGC (eMbedded, Gateway, and Cloud) applications in IoT systems configured with popular computers such as Arduino, Raspberry Pi, and Web-based DB server. UniPy offers programmers a view of classes as locations and a very simple form of remote procedure call mechanism. Our UniPy compiler automatically splits a UniPy program into small pieces of the program at different locations supporting the necessary RPC mechanism. An advantage of UniPy programs is to permit programmers to write local codes the same as for a single computer requiring no extra knowledge due to having unified programming models, which is very different from the existing research works such as Fabryq and Ravel. Also, the structure of UniPy programs allows programmers to test them by directly executing them before splitting, which is a feature that has never been emphasized yet.

A Study on Access Control System for Site Autonomy in Grid Environment (그리드 환경에서의 사이트 자율성 보장을 위한 접근 제어 시스템에 관한 연구)

  • Kim Beob-Kyun;Chung Seung-Jong;An Dong-Un;Jang Haeng-Jin;Park Hyung-Woo
    • The KIPS Transactions:PartA
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    • v.12A no.2 s.92
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    • pp.161-170
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    • 2005
  • Grid makes a virtual high-performance computing resource by connecting geographically distributed heterogeneous resources. Building access control system is an important factor In the grid environment In this paper, we design and implement a grid access control system based on Globus Toolkit, which is one of the popular grid middleware. Especially, to guarantee the site autonomy for resource provider, we use several environment configuration files. Moreover, we design and implement PGAM to produce more detail and diverse information to ease the development of value added services.

Context-Aware Workflow Language based on Web Services for Ubiquitous Computing Environments (유비쿼터스 컴퓨팅 환경을 위한 웹 서비스 기반의 상황인지 워크플로우 언어)

  • Han Joohyun;Kim Eunhoe;Choi Jaeyoung;Cho Weduke
    • Journal of KIISE:Computer Systems and Theory
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    • v.32 no.11_12
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    • pp.617-628
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    • 2005
  • The services for ubiquitous computing environments have to provide automatically user-specific adaptive services in dynamically changed environments with many informations provided by both a user and his/her environment. Workflows used in business and distributed computing environments support service automation by connecting many tasks with rules or orderings of tasks. Therefore we must specify context information on transition condition to support context-aware services by adapting a workflow to ubiquitous computing environments. In this paper, we present a structural context model to specify context information on transition constraints of the workflow. And we propose an uWDL Ubiquitous Workflow Description Language) based on web services, which provides web service interfaces which are standardized and independent on heterogeneous and various platforms, protocols, and languages. The uWDL tan be interpreted and executed by a workflow engine, and provide users autonomic services based on context-awareness.

Novel Architecture of Self-organized Mobile Wireless Sensor Networks

  • Rizvi, Syed;Karpinski, Kelsey;Razaque, Abdul
    • Journal of Computing Science and Engineering
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    • v.9 no.4
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    • pp.163-176
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    • 2015
  • Self-organization of distributed wireless sensor nodes is a critical issue in wireless sensor networks (WSNs), since each sensor node has limited energy, bandwidth, and scalability. These issues prevent sensor nodes from actively collaborating with the other types of sensor nodes deployed in a typical heterogeneous and somewhat hostile environment. The automated self-organization of a WSN becomes more challenging as the number of sensor nodes increases in the network. In this paper, we propose a dynamic self-organized architecture that combines tree topology with a drawn-grid algorithm to automate the self-organization process for WSNs. In order to make our proposed architecture scalable, we assume that all participating active sensor nodes are unaware of their primary locations. In particular, this paper presents two algorithms called active-tree and drawn-grid. The proposed active-tree algorithm uses a tree topology to assign node IDs and define different roles to each participating sensor node. On the other hand, the drawn-grid algorithm divides the sensor nodes into cells with respect to the radio coverage area and the specific roles assigned by the active-tree algorithm. Thus, both proposed algorithms collaborate with each other to automate the self-organizing process for WSNs. The numerical and simulation results demonstrate that the proposed dynamic architecture performs much better than a static architecture in terms of the self-organization of wireless sensor nodes and energy consumption.

A Framework for Dynamic Growing of Web Service Applications based on ESB and Agent (웹 서비스 애플리케이션의 동적 성장을 위한 ESB와 에이전트 기반 프레임워크)

  • Lee, Chang-Ho;Kim, Jin-Han;Lee, Jae-Jeong;Lee, Byung-Jeong
    • The KIPS Transactions:PartA
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    • v.14A no.7
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    • pp.409-420
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    • 2007
  • Software adaptation may be required to interact between heterogeneous platforms and to react to rapid change of environment in ubiquitous computing. Web service provides a way to use heterogeneous and distributed services or resources to utilize and organize them. But it is not easy to retrieve appropriate services when we search services because web service lacks of semantic information. Semantic web service provides additional information of services, but it does not support a method to match them in various ways. We can adapt and extend web applications by using web service, but a method for management and administration is still needed. Therefore in this paper, we propose a framework for dynamic growing of web service applications based on ESB(Enterprise Service Bus) and agent and provide a prototype to show its usefulness.

Distribute Intelligent Multi-Agent Technology for User Service in Ubiquitous Environment (유비쿼터스 환경의 사용자 서비스를 위한 분산 지능형 에이전트 기술)

  • Choi, Jung-Hwa;Choi, Yong-June;Park, Young-Tack
    • Journal of KIISE:Software and Applications
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    • v.34 no.9
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    • pp.817-827
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    • 2007
  • In the age of ubiquitous environment, huge number of devices and computing services are provided to users. Personalized service, which is modeled according to the character of each and every individual is of particular need. In order to provide various dynamic services according to user's movement, service unit and operating mode should be able to operate automatically with minimum user intervention. In this paper, we discuss the steps of offering approximate service based on user's request in ubiquitous environment. First, we present our simulator designed for modeling the physical resource and computing object in smart space - the infrastructure in ubiquitous. Second, intelligent agents, which we developed based on a FIPA specification compliant multi-agent framework will be discussed. These intelligent agents are developed for achieving the service goal through cooperation between distributed agents. Third, we propose an automated service discovery and composition method in heterogeneous environment using semantic message communication between agents, according to the movement by the user interacting with the service available in the smart space. Fourth, we provide personalized service through agent monitoring anytime, anywhere from user's profile information stored on handhold device. Therefore, our research provides high quality service more than general automated service operation.