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EXECUTION TIME AND POWER CONSUMPTION OPTIMIZATION in FOG COMPUTING ENVIRONMENT

  • Alghamdi, Anwar;Alzahrani, Ahmed;Thayananthan, Vijey
    • International Journal of Computer Science & Network Security
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    • v.21 no.1
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    • pp.137-142
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    • 2021
  • The Internet of Things (IoT) paradigm is at the forefront of present and future research activities. The huge amount of sensing data from IoT devices needing to be processed is increasing dramatically in volume, variety, and velocity. In response, cloud computing was involved in handling the challenges of collecting, storing, and processing jobs. The fog computing technology is a model that is used to support cloud computing by implementing pre-processing jobs close to the end-user for realizing low latency, less power consumption in the cloud side, and high scalability. However, it may be that some resources in fog computing networks are not suitable for some kind of jobs, or the number of requests increases outside capacity. So, it is more efficient to decrease sending jobs to the cloud. Hence some other fog resources are idle, and it is better to be federated rather than forwarding them to the cloud server. Obviously, this issue affects the performance of the fog environment when dealing with big data applications or applications that are sensitive to time processing. This research aims to build a fog topology job scheduling (FTJS) to schedule the incoming jobs which are generated from the IoT devices and discover all available fog nodes with their capabilities. Also, the fog topology job placement algorithm is introduced to deploy jobs into appropriate resources in the network effectively. Finally, by comparing our result with the state-of-art first come first serve (FCFS) scheduling technique, the overall execution time is reduced significantly by approximately 20%, the energy consumption in the cloud side is reduced by 18%.

A Study on the Analysis of the Economic and Non-Economic Effects of Environmental Qualifications on Their Holders (환경분야 자격이 개인에게 미치는 경제적.비경제적 효과 분석)

  • Park, Jong-Sung;Lee, Mu-Choon
    • Hwankyungkyoyuk
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    • v.18 no.1 s.26
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    • pp.55-69
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    • 2005
  • This study aims to investigate and practically examine the effect of environmental qualifications based on the theoretical background on the area. First, the economic effect of the acquisition of the qualifications was to be studied from the viewpoints of individuals and from an actual analysis on it, its effect was to be proved. Second, its non-economic effect was to be proved from the same way as the first analysis. On the basis of theoretical background, a study model was formulated in a way that the effect of qualifications in individuals side was divided into an economic effect (wage, employment, promotion, job-switching) and non-economic effect (self-development, self-efficiency, satisfaction on the job, ability to cope with the advancement of technology, job performance, signal effect, the settlement of uneasiness at unemployment). Then, survey was carried out with questions designed in accordance with this model. The hypotheses were proved as the following. First, for hypothesis 1(Environmental qualifications will bring up positive impacts on an individuals economic effect), environmental qualifications was shown to have positive impacts on wage, job-switching in personal economic effect. But, no personal economic effect appeared for employment and promotion. Second, for hypothesis 2(Environmental qualifications will bring up positive impacts on an individuals non-economic effect), environmental qualifications appeared to have positive impacts on self-efficiency, ability to cope with the advancement of technology, job performance and signal effect. Besides, no impact was shown in satisfaction on the job and the settlement of uneasiness at unemployment and self-development.

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Analysis of Industrial and Locational Characteristics of Decent Work Supply using Job Posting Big Data (채용공고 빅데이터를 활용한 괜찮은 일자리 공급의 산업 및 지역입지 특성분석)

  • Jeong-Il Park
    • Journal of the Korean Regional Science Association
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    • v.39 no.4
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    • pp.19-32
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    • 2023
  • Using extensive job posting big data, this study investigates the industrial and locational characteristics of decent work from the supply side. The analysis revealed that manufacturing is pivotal in supplying decent work, accompanied by a stark regional disparity, most notable in the Seoul Metropolitan Statistical Area (MSA), which constitutes nearly half of all decent work opportunities. The study further uncovered that the distribution of decent work varies significantly across MSAs, with a pronounced inclination towards a higher supply in peripheral rather than central areas. These findings bring to light the critical need for policies that bolster manufacturing, aiming to enhance the availability of high-quality jobs and to bridge the job quality gap between the Seoul MSA and other regions. Moreover, the results emphasize the necessity for customized job supply strategies in each MSA, prioritizing strategies that account for the proximity between workplaces and living areas in the job supply process.

A Coop Project-based Business Engineers' Model for Regional Universities Running ABEEK Program (공학인증제도를 운영하는 지방대학의 산학협력 모델에 관한 연구)

  • Yim, Kang-Bin;Cho, Dae-Chul;Lee, Hae-Kag
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.3 no.1
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    • pp.110-118
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    • 2011
  • This paper suggests a realistic, business engineers' model based on Coop projects run by regional universities or colleges, in which students must meet the guidelines for engineering design that ABEEK requires. Many of current activities such as Coop programs and Internships aimed for engineering majored-undergraduates have notled them either to a satisfactory level of business skill at entrepreneur side, or to their higher chance of employment opportunities. Under the circumstances like this, we need a revised version of Coop activities: for example, launching a project that will be fully supported intrust by both sides, and thus improving students' business skill while they are working on that project. We demonstrate in this study how students have greatly improved their business skill through a model project that was planned by a working group, was successfully carried out on real job positions, and many of the students in the working group were job-offered finally as this new model suggested.

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Differentiation of the Startups Jobs and Their Qualities in Local Labour Market Areas in Korea (지역노동시장권별 창업에 의한 일자리 창출 격차 및 일자리 질 비교)

  • An, Eunkyung;Lee, Hee Yeon
    • Journal of the Economic Geographical Society of Korea
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    • v.18 no.2
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    • pp.168-189
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    • 2015
  • The job creation has been the most pressing issue after financial crisis in many countries around the world. Various policies for creating jobs have been implemented in order to revitalize regional economy in Korea. It has been known that the jobs have been created more in low-wage and part-time work than high-wage and full-time work. The purpose of this study is to analyze the differentiation of startups job in local labor market areas(LLMAs) in terms of job quantity as well as job quality. As the spatial unit, 121 local labor market areas which were delineated based on self-containment rate(demand and supply side of labor market) and numbers of resident workers are used. Also due to difference of the size of employment, LLMAs are classified into 3 groups: large, Medium, small LLMAs. The major results are as follows: First, the characteristics of the job creation are varied among 3 groups in terms of the quantitative and qualitative aspects. Highly waged and highly value-added jobs have been created more in large LLMAs, but full-time jobs created more in small LLMAs. Secondly, the job creation of LLMAs is somewhat weakly correlated to regional economic performance. While the quality of jobs is correlated to regional economic performance in Medium LLMAs, the quantity of jobs is significantly correlated to regional economic performance in small LLMAs. The results of this research give some implications for implementing the effective policy to create jobs related to regional economy, indicating that differentiated strategies for 3 groups of LLMAs is critically important.

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Convenience Food Type and Convenience Food Consumption Behavior of Wives in Korea (도시주부의 편의식품 유형과 소비행동 분석)

  • Jae, Mie-Kyung
    • Korean Journal of Human Ecology
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    • v.7 no.1
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    • pp.75-84
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    • 1998
  • The purpose of this study was to classify the type of the convenience food and examine the consumption behavior of convenience food of wives according to socio-economic and demographic variables and psychological variables. The survey was conducted using interview during October 1 and October 30, 1996. The data used in this study included 186 women with husband present living in Pusan. Statistical analyses were conducted using frequencies, percentiles, mean, oneway ANOVA, Duncan test and factor analysis. The major findings were as follows: 1. The convenience food was classified as 5 types : Korean style side dishes, soy-bean paste, delivery food and cleaned vegitables, noodles and side dishes for a lunch-box, canned and retort foods. 2. Wife's age, income, number of family members, education, tenure, level of employment status, attitude toward convenience food, family goal orientation and job goal orientation were sinificantly related to the convenience food consumption behavior of housewives.

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Designing demand side education of information security professionals (수요자 중심의 정보보호 전문 인력 양성을 위한 교육과정 설계)

  • Lee, Jong Lark
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.9 no.3
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    • pp.99-106
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    • 2013
  • There has been a lot of growth more than 10% in the information security industry. In accordance with the industrial growth, it increased needs for the information security manpower development as a national problem. But there is an imbalance between demand and supply of the information security manpower in terms of the quantity and quality. It is mainly caused by the curriculum of the information security is made considering for suppliers not for demanders. As a resolution to solve this problem, we suggest the curriculum of information security for vocational education and training. As the information security area is wide in view of required knowledge and technology, we design the curriculum by selecting major occupation type from the information security manpower distribution and products and then by investigating the job description using NCS(National Competency Standard). And we compared the curriculum to that of two or three year diploma courses in Korea.

Micro Determinants of Joining Union in Korea (노조가입 결정요인)

  • Kim, Yoo-sun
    • Journal of Labour Economics
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    • v.25 no.1
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    • pp.23-45
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    • 2002
  • The main findings from the analysis of the micro-determinants of joining union are : Firstly, joining union is mainly determined by union reach (supply-side) rather than by union propensity (demand-side). Secondly, union existence is closely correlated with firm size. Thirdly, job satifaction is not statistically significant with joining union, though it is significant with non-union workers' propensity to join union. Finally, trade union movement is required to extend union reach and emphasize institutional and behavioral factors for increasing union density.

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Mixed Model Assembly Line Balancing with the Related Task Consideration (관련작업을 고려한 혼합모델 조립라인 밸런싱)

  • 김여근;곽재승
    • Journal of the Korean Operations Research and Management Science Society
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    • v.18 no.2
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    • pp.1-22
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    • 1993
  • This paper deals with the problem of mixed model assembly line balancing. In mixed model assembly lines, tsks should be assigned to stations in such a manner that all stations have approximately the same amount of work on a production cycle basis. Further in balancing assembly lines, the related tasks, the performing task side and the team tasks should be considered to improve work methods, to give more job satisfaction to workers, and to allow greater flexibility in the design of assembly lines. In this paper, the heuristic dispatch assignment rule is developed to assign evenly tasks of each model to all stations. The heuristic method based on the assignment rule developed is presented for mixed model assembly line balancing with the considerations of the related tasks, the performing task side, and the team tasks. The proposed method is analyzed, and compared with other methods for line balancing.

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A Heuristic Method for Assembly Line Balancing of Large-Sized Product (대형제품의 조립라인 밸런싱을 위한 Heuristic 기법)

  • Kim, Y.G.;Kwon, S.H.;Cho, M.R.
    • Journal of Korean Institute of Industrial Engineers
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    • v.17 no.2
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    • pp.51-61
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    • 1991
  • This paper presents a heuristic method for the Assembly Line Balancing(ALB) of the large-sized product. In the ALB problem of the large-sized product such as bus and truck, the assignments of the Related Task Groups(RTG), the same side tasks, and team tasks should be considered. In this paper, a new concept of the RTG and two kinds of assignment rules are proposed to resolve the above considerations. The first assignment rule allots the RTG with the constraint of the same side tasks to the station while the second allots the RTG to the station, relaxing the above constraint to increase the applicability of the method. An assignment rule for team tasks is also presented. The benefits of the method are to improve work methods, to give more job satisfaction to workers, and to allow greater flexibility in the design of assembly lines.

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