• Title/Summary/Keyword: Limited Resource

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Customized Resource Collaboration System based on Ontology and User Model in Resource Sharing Environments

  • Park, Jong-Hyun
    • 한국컴퓨터정보학회논문지
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    • 제23권4호
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    • pp.107-114
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    • 2018
  • Recently, various wearable personal devices such as a smart watch have been developed and these personal devices are being miniaturized. The user desires to receive new services from personal devices as well as services that have been received from personal computers, anytime and anywhere. However, miniaturization of devices involves constraints on resources such as limited input and output and insufficient power. In order to solve these resource constraints, this paper proposes a resource collaboration system which provides a service by composing sharable resources in the resource sharing environment like IoT. the paper also propose a method to infer and recommend user-customized resources among various sharable resources. For this purpose, the paper defines an ontology for resource inference. This paper also classifies users behavior types based on a user model and then uses them for resource recommendation. The paper implements the proposed method as a prototype system on a personal device with limited resources developed for resource collaboration and shows the effectiveness of the proposed method by evaluating user satisfaction.

재무 가치를 고려한 PMO의 전략적 동일 한정 자원 배분 (Strategic Allocation of the Limited Same Resource by Program Management Office Considering Financial Values)

  • 황진하;김주한;황지연
    • 산업경영시스템학회지
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    • 제35권3호
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    • pp.24-31
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    • 2012
  • Priority rules or sequencing heuristics conventionally used to determine resource allocation is to maximize the earned value on time and cost. This study provides a effective strategy-oriented approach for the program resource management problem with limited same resource, which systematically connects individual project objectives to the overall organizational goal, by introducing financial values as well as priority rules in a broader context. It deals with the resource allocation problem as the decision making problem in the strategic management paradigm to meet business objective and solves it using the analytic hierarchy process, and explains the method of application and usefulness through some simulation cases.

자원역량 관점에서 중소기업의 e-비즈니스 구현 영향요인에 관한 탐색적 연구 (An exploratory study of e-business systems implementation in Korean small business as a resource based perspectives)

  • 윤중현
    • 경영과정보연구
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    • 제24권
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    • pp.25-44
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    • 2008
  • Small business have very different characteristics from large business; notable, small business suffer from resource and capacity poverty. Without knowing the relative importance of limited resources and capacity in small business, it have limited practical contribution to e-business implementation success. This paper develops an exploratory resource-based model of e-business implementation for small business with 42 sample companies. The results show that three types of resource factors; IS/IT vender supports, the level of IS/IT knowledge, and financial support. The implication for research is that the resource-based view of the firm and the test an exploratory framework of resource factors are useful theories to ground future work on e-business implementation in small business.

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예측 가능한 입출력 대역폭을 제공하는 서비스 기반의 디스크 입출력 제어 (Service based Disk I/O Control supporting Predictable I/O Bandwidth)

  • 강동재;이평화;정성인
    • 한국멀티미디어학회논문지
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    • 제13권11호
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    • pp.1594-1609
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    • 2010
  • 최근 가상화와 클라우드 컴퓨팅 이슈가 대두되면서 서비스 품질과 성능 안정성을 보장하기 위한 대안으로서 시스템 자원 관리의 필요성이 부각되고 있으며, 디스크 입출력 자원은 오랜 기간 동안 심각한 성능 병목으로 인식되어 왔다. 다수의 서비스들이 입출력 자원에 대하여 경쟁 상태에 있는 경우, 낮은 중요도를 갖는 서비스 또는 프로세스들에 의하여 제한된 입출력 자원들이 점유되는 경우가 빈번하게 발생하며, 이는 중요 서비스의 품질 및 성능을 저하시키는 요인으로 작용한다. 또한, 특정 프로세스 또는 서비스가 사용할 수 있는 입출력 자원을 예측할 수 없는 경우에는 서비스의 성능 안정성 및 품질을 보장할 수 없으며 제한된 자원에 대한 효율적인 사용을 어렵게 만드는 문제점을 갖는다. 따라서, 본 논문에서는 상기 문제점의 개선을 위하여 예측 가능한 입출력 대역폭을 제공하는 서비스 기반 디스크 입출력 제어 방식을 제안하며, 제안 방식은 서비스 기반의 예측 가능한 입출력 대역폭을 제공함으로써, 안정적인 서비스 품질 및 성능을 유지하도록 하며, 제한된 입출력 자원의 효율적인 사용을 가능하게 한다.

자원제약하의 복수 프로젝트 일정계획을 위한 휴리스틱 알고리즘 (A Heuristic Algorithm for Resource-Constrained Multi - Project Scheduling)

  • 공명달;김정자
    • 산업공학
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    • 제13권1호
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    • pp.110-119
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    • 2000
  • Resource-constrained project scheduling is to allocate limited resources to activities to optimize certain objective functions and to determine a start time for each activity in the project such that precedence constraints and resource requirements are satisfied. This study suggests a multi-project scheduling model which can level work loads, make the most of production capacity and restrain the delay of delivery by developing a heuristic algorithm which minimizes the project completion time and maximizes the load rate under resource constraints.

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Resource and Sequence Optimization Using Constraint Programming in Construction Projects

  • Kim, Junyoung;Park, Moonseo;Ahn, Changbum;Jung, Minhyuk;Joo, Seonu;Yoon, Inseok
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.608-615
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    • 2022
  • Construction projects are large-scale projects that require extensive construction costs and resources. Especially, scheduling is considered as one of the essential issues for project success. However, the schedule and resource management are challenging to conduct in high-tech construction projects including complex design of MEP and architectural finishing which has to be constructed within a limited workspace and duration. In order to deal with such a problem, this study suggests resource and sequence optimization using constraint programming in construction projects. The optimization model consists of two modules. The first module is the data structure of the schedule model, which consists of parameters for optimization such as labor, task, workspace, and the work interference rate. The second module is the optimization module, which is for optimizing resources and sequences based on Constraint Programming (CP) methodology. For model validation, actual data of plumbing works were collected from a construction project using a five-minute rate (FMR) method. By comparing actual data and optimized results, this study shows the possibility of reducing the duration of plumbing works in construction projects. This study shows decreased overall project duration by eliminating work interference by optimizing resources and sequences within limited workspaces.

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Block-Level Resource Allocation with Limited Feedback in Multicell Cellular Networks

  • Yu, Jian;Yin, Changchuan
    • Journal of Communications and Networks
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    • 제18권3호
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    • pp.420-428
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    • 2016
  • In this paper, we investigate the scheduling and power allocation for coordinated multi-point transmission in downlink long term evolution advanced (LTE-A) systems, where orthogonal frequency division multiple-access is used. The proposed scheme jointly optimizes user selection, power allocation, and modulation and coding scheme (MCS) selection to maximize the weighted sum throughput with fairness consideration. Considering practical constraints in LTE-A systems, the MCSs for the resource blocks assigned to the same user need to be the same. Since the optimization problem is a combinatorial and non-convex one with high complexity, a low-complexity algorithm is proposed by separating the user selection and power allocation into two subproblems. To further simplify the optimization problem for power allocation, the instantaneous signal-to-interference-plus-noise ratio (SINR) and the average SINR are adopted to allocate power in a single cell and multiple coordinated cells, respectively. Simulation results show that the proposed scheme can improve the average system throughput and the cell-edge user throughput significantly compared with the existing schemes with limited feedback.

MBTI-based Recommendation for Resource Collaboration System in IoT Environment

  • Park, Jong-Hyun
    • 한국컴퓨터정보학회논문지
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    • 제22권3호
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    • pp.35-43
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    • 2017
  • In IoT(Internet of Things) environment, users want to receive customized service by users' personal device such as smart watch and pendant. To fulfill this requirement, the mobile device should support a lot of functions. However, the miniaturization of mobile devices is another requirement and has limitation such as tiny display. limited I/O, and less powerful processors. To solve this limitation problem and provide customized service to users, this paper proposes a collaboration system for sharing various computing resources. The paper also proposes the method for reasoning and recommending suitable resources to compose the user-requested service in small device with limited power on expected time. For this goal, our system adopts MBTI(Myers-Briggs Type Indicator) to analyzes user's behavior pattern and recommends personalized resources based on the result of the analyzation. The evaluation in this paper shows that our approach not only reduces recommendation time but also increases user satisfaction with the result of recommendation.

Cognitive Radio Anti-Jamming Scheme for Security Provisioning IoT Communications

  • Kim, Sungwook
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권10호
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    • pp.4177-4190
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    • 2015
  • Current research on Internet of Things (IoT) has primarily addressed the means to enhancing smart resource allocation, automatic network operation, and secure service provisioning. In particular, providing satisfactory security service in IoT systems is indispensable to its mission critical applications. However, limited resources prevent full security coverage at all times. Therefore, these limited resources must be deployed intelligently by considering differences in priorities of targets that require security coverage. In this study, we have developed a new application of Cognitive Radio (CR) technology for IoT systems and provide an appropriate security solution that will enable IoT to be more affordable and applicable than it is currently. To resolve the security-related resource allocation problem, game theory is a suitable and effective tool. Based on the Blotto game model, we propose a new strategic power allocation scheme to ensure secure CR communications. A simulation shows that our proposed scheme can effectively respond to current system conditions and perform more effectively than other existing schemes in dynamically changeable IoT environments.

Pediatric postintensive care syndrome: high burden and a gap in evaluation tools for limited-resource settings

  • Chaiyakulsil, Chanapai;Opasatian, Rapee;Tippayawong, Paweethida
    • Clinical and Experimental Pediatrics
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    • 제64권9호
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    • pp.436-442
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    • 2021
  • This article aimed to summarize the impact and burden of pediatric postintensive care syndrome (PICS-p) in the physical, mental, cognitive, and social health domains after a review of the current pediatric literature in MEDLINE and PubMed. We also aimed to elucidate the limitations of the current evaluation tools used in limited-resource settings. PICS-p can impact a child's life for decades. Most validated tools are time-consuming, require qualifications, and expertise, are often limited to older children, and can evaluate only one domain. A novel, simple, and comprehensive surveillance tool can aid healthcare providers in the early detection and intervention of PICS-p. Further studies should validate and refine the parameters that will enhance the outcomes of pediatric intensive care unit survivors.