• Title/Summary/Keyword: Task Characteristics

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An Offloading Scheduling Strategy with Minimized Power Overhead for Internet of Vehicles Based on Mobile Edge Computing

  • He, Bo;Li, Tianzhang
    • Journal of Information Processing Systems
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    • v.17 no.3
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    • pp.489-504
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    • 2021
  • By distributing computing tasks among devices at the edge of networks, edge computing uses virtualization, distributed computing and parallel computing technologies to enable users dynamically obtain computing power, storage space and other services as needed. Applying edge computing architectures to Internet of Vehicles can effectively alleviate the contradiction among the large amount of computing, low delayed vehicle applications, and the limited and uneven resource distribution of vehicles. In this paper, a predictive offloading strategy based on the MEC load state is proposed, which not only considers reducing the delay of calculation results by the RSU multi-hop backhaul, but also reduces the queuing time of tasks at MEC servers. Firstly, the delay factor and the energy consumption factor are introduced according to the characteristics of tasks, and the cost of local execution and offloading to MEC servers for execution are defined. Then, from the perspective of vehicles, the delay preference factor and the energy consumption preference factor are introduced to define the cost of executing a computing task for another computing task. Furthermore, a mathematical optimization model for minimizing the power overhead is constructed with the constraints of time delay and power consumption. Additionally, the simulated annealing algorithm is utilized to solve the optimization model. The simulation results show that this strategy can effectively reduce the system power consumption by shortening the task execution delay. Finally, we can choose whether to offload computing tasks to MEC server for execution according to the size of two costs. This strategy not only meets the requirements of time delay and energy consumption, but also ensures the lowest cost.

The Role of Processing Fluency in Product Innovativeness Judgment

  • Cho, Hyejeung
    • Asia Marketing Journal
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    • v.15 no.3
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    • pp.31-52
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    • 2013
  • The metacognitive experience of the ease or difficulty with which new, external information can be processed, referred to as 'processing fluency,' has been shown to influence a wide range of human judgments including truth judgments, familiarity judgments, risk perception, evaluation, and preference (see Alter and Oppenheimer 2009 for a review). The current research explores the possibility of a consumer's product innovativeness judgment based on the difficulty of processing new information. In specific, this study examines if the inferential link between (dis)fluency-(un)familiarity can feed into the perception of innovativeness. This study also explores how a consumer's processing motivation can moderate the consumer's reliance on processing fluency in judgments and how the influence of fluency can vary depending on judgment task orders. In an experiment, participants rated a new product's innovativeness and then indicated their product attitude (or vice versa depending on the judgment task order condition) after reading a product review article that was printed in either an easy-to-read or a difficult-to-read font (for fluency manipulation). The findings show that low need for cognition individuals infer higher product innovativeness when processing product information is difficult rather than easy, consistent with the common assumption that 'new information is more difficult to process than familiar information.' The findings also suggest that once low fluency is attributed to innovativeness, it may no longer lead to a negative response to the product. High need for cognition individuals' judgments on product innovativeness are not affected by fluency. The findings also demonstrate a judgment task order effect on the use of fluency in judgments (e.g., Xu and Schwarz 2005). This study provides the first evidence that an individual's fluency experience can be used as a source of information in product innovativeness judgments especially under low processing motivation conditions. The findings can help marketers better understand the malleability of consumer judgments and perceptions of product characteristics (e.g., product innovativeness) by demonstrating an interesting interplay of processing fluency, processing motivation, and judgment task-related contextual factors.

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A Study on Stress Level and Coping Strategies of Reemployed Wives (재취업 주부의 스트레스 인지정도 및 대처방법에 관한 연구)

  • Hong, Dal-Ah-Gi
    • Korean Journal of Human Ecology
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    • v.7 no.1
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    • pp.97-108
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    • 1998
  • The purpose of this study was to examine the family resources, stress level, and coping strategies of reemployed wives, to direct the better psycho-physical environment, and to enhance the quality of their home environment for reemployed wives. The data were analyzed with the frequency, percentage, factor analysis, mean(S.D), reliability, and regression using SPSS windows program. The major findings were as follows : (1) There were significant relationships between demographic and socioeconomic characteristics of the family resources and stress level. Personal-psycho resources was important variable in the family resources. The household work and value of household work were most influential. (2) Influential variables on stress level were income and working hours, resources of family task sharing. (3) Influential variables on coping strategies were age, reemployed time, and family task sharing. Coping strategies was effected by the reasons of employment.

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A basic study on human error proneness in computerized work environment (전산화된 작업환경에서 인간의 오류성향에 관한 기초연구)

  • Jeong, Gwang-Tae;Lee, Yong-Hui
    • Journal of the Ergonomics Society of Korea
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    • v.19 no.1
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    • pp.1-9
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    • 2000
  • This study was performed to investigate some characteristics on human error proneness in the computerized work environment. Our concerning theme was on human error likelihood according to personal temperament. Two experiments were performed. The first experiment was to study the effect of field- independence/dependence on error likelihood. The second experiment was on error proneness. These experiments were performed in information search task. which was most frequent task in computerized work environment such as the control room of nuclear power plant. Ten subjects were participated in this study. Analyzed results are as follows. Field-independence/dependence had a significant effect in both information search time and error frequency. Error proneness had a significant effect in both factors, too. And, a positive correlation was found between error frequency and information search time. These results will be utilized as a basis to study operator's error proneness in the computerized control room of nuclear power plant. later on.

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A Study on Cooperative Intelligece and Chaotic Behaviors of Distributed Autonomuos Mobile Robot Systems (분산 자율 이동 로봇 시스템의 협조 지능 및 카오스 행동의 연구)

  • Jae-Kal, Uk;Kang, Hoon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.8 no.4
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    • pp.8-17
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    • 1998
  • Autonomous mobile robot agents(AMRAs) are robots which perform a given task by the same distributed self-organizing rules. In this paper, we let them form an equi-distance circle for the task of cooperative behaviors. Here, we suggest an algorithm to perform the taqk and then utilize a fuzzy system to improve the algorithm. It is shown that various cooperative activities appear in the simulation and particularly chaotic behaviors also appear by increasing the robot speed. Moreover, we prove the characteristics of this chaotic behaviors by calculating Lyapunov exponent.

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기업의 업무특성과 사회적 커뮤니케이션 미디어 사용 성과;사회적 영향과 친분관계의 조절효과를 중심으로

  • Gu, Cheol-Mo;Jeong, Jae-Eun;Jo, Geun-Sik
    • 한국경영정보학회:학술대회논문집
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    • 2007.11a
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    • pp.88-95
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    • 2007
  • 사회적 커뮤니케이션 미디어는 기업 조직의 사회적 네크워크를 활발히 사용되고 있다. 각 커뮤니케이션 정보시스템은 매우 유용하게 사용되고 있지만, 업무적 특성과 사회적 영향 요인에 대한 연구는 매우 적은 편이다. 또한 새로운 정보기술의 도입, 예를 들면, 메신저와 무선 화상통신과 같은 발전은 매체 풍부성 이론으로 아직까지 적용 검증되지 못하고 있다. 본 연구는 업무적 특성과 미디어 활용 그리고 업무성과에 대한 검증을 실시하였다. 분석방법은 서베이를 통하여 소중대기업에서 근무하고 있는 280명을 대상으로 하였고 회귀분석으로 분석결과를 도출하였다. 연구결과로는 업무 특성은 미디어 사용에 긍정적인 영향요인이며 사회적 영향과 친분관계는 두 관계를 조절하고 있음을 발견하였다. 또한 커뮤니케이션 미디어의 활용은 각 업무성과에 긍정적인 영향을 미치고 있음을 발견하였다.

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Position / Force Control of Industrial Robots using the Fuzzy PI Algorithm (퍼지 PI 알고리즘을 이용한 산업용 로봇의 위치/힘 제어)

  • Suh, Il-Hong;Hong, Jong-Hyuck;Oh, Sang-Rok;Kim, Kwang-Bae
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.795-798
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    • 1991
  • The hybrid positon/force control is required when two or more robots perform a coorperative task in a uncertain environment, or when single robot does a task with a constant force to the environment. In this paper, a new control algorithm which control simultaneously the position and the force are proposed, however, especially the conventional position controller employed in the present robot control is used. Moreover, in order to improve the output response characteristics of the system, the PI gains which were computed from the PI gain tunning techniques, are varied based on the results of the Fuzzy algorithm.

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Implementation of Assembly Line and Line Balancing to Improve Assembly Productivity-A Case Study (조립생산성 향상을 위한 조립라인 구축 및 라인 밸런싱 - ABS 모터를 중심으로)

  • Mok, Hak-Su;Jo, Jong-Rae;Pyo, Seung-Tae
    • Journal of the Korean Society for Precision Engineering
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    • v.18 no.8
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    • pp.129-138
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    • 2001
  • The paper presents an implementation procedure of assembly line for ABS motor, which is composed of four subassemblies-yoke, grommet, housing and armature. The characteristics of ABS motor and its assembly processes are analysed, and the automation possibility of each process is examined in order to decrease assembly time. The assembly machines and facilities are then selected for automatic assembly, and the layout of the selected facilities is determined. Finally, task allocation of each worker is achieved by assembly line balancing to increase assembly productivity and efficiency. The line efficiency is also analyzed using simulation.

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A Study on Intelligent FMS Designer (FMS Designer 의 지능화에 관한 연구)

  • Hwang, Jong-Hyun;Jung, Moo-Young
    • IE interfaces
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    • v.5 no.2
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    • pp.53-74
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    • 1992
  • In order to design an FMS(Flexible Manufacturing System), an effective design tool is necessary for selecting and anlayzing the complex interacting factors of a manufacturing system. Considering most of the previous researches have been focused on evaluating the designed FMS, development of an integrated FMS designing system is needed for performing the design task such as machine selection and layout determination as well as the evaluation task of the designed FMS. In this paper, we developed a prototype of such a system called the intelligent FMS designer based on the techniques of Expert System and Simulation. By using this designing system, possible design alternatives can be analyzed and appropriate manufacturing capacity can be estimated at the designing stage. Various operating characteristics of the designed FMS can be also predicted before it is implemented. Eventually a suitable design alternative can be provided with cost details within relatively short time period. To demonstrate the performance and effectiveness of the designer, a simple example is tested. The results show a great potential for automating design processes of an FMS.

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Combining replication and checkpointing redundancies for reducing resiliency overhead

  • Motallebi, Hassan
    • ETRI Journal
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    • v.42 no.3
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    • pp.388-398
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    • 2020
  • We herein propose a heuristic redundancy selection algorithm that combines resubmission, replication, and checkpointing redundancies to reduce the resiliency overhead in fault-tolerant workflow scheduling. The appropriate combination of these redundancies for workflow tasks is obtained in two consecutive phases. First, to compute the replication vector (number of task replicas), we apportion the set of provisioned resources among concurrently executing tasks according to their needs. Subsequently, we obtain the optimal checkpointing interval for each task as a function of the number of replicas and characteristics of tasks and computational environment. We formulate the problem of obtaining the optimal checkpointing interval for replicated tasks in situations where checkpoint files can be exchanged among computational resources. The results of our simulation experiments, on both randomly generated workflow graphs and real-world applications, demonstrated that both the proposed replication vector computation algorithm and the proposed checkpointing scheme reduced the resiliency overhead.