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Research Status on Machine Learning for Self-Healing of Mobile Communication Network (이동통신망 자가 치유를 위한 기계학습 연구동향)

  • Kwon, D.S.;Na, J.H.
    • Electronics and Telecommunications Trends
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    • v.35 no.5
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    • pp.30-42
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    • 2020
  • Unlike in previous generations of mobile technology, machine learning (ML)-based self-healing research trend are currently attracting attention to provide high-quality, effective, and low-cost 5G services that need to operate in the HetNets scenario where various wireless transmission technologies are added. Self-healing plays a vital role in detecting and mitigating the faults, and confirming that there is still room for improvement. We analyzed the research trend in self-healing framework and ML-based fault detection, fault diagnosis, and fault compensation. We propose that to ensure that self-healing is a proactive instead of being reactive, we have to design an ML-based self-healing framework and select a suitable ML algorithm for fault detection, diagnosis, and outage compensation.

Power System Sensitivity Analysis for Probabilistic Small Signal Stability Assessment in a Deregulated Environment

  • Dong Zhao Yang;Pang Chee Khiang;Zhang Pei
    • International Journal of Control, Automation, and Systems
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    • v.3 no.spc2
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    • pp.355-362
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    • 2005
  • Deregulations and market practices in power industry have brought great challenges to the system planning area. In particular, they introduce a variety of uncertainties to system planning. New techniques are required to cope with such uncertainties. As a promising approach, probabilistic methods are attracting more and more attentions by system planners. In small signal stability analysis, generation control parameters play an important role in determining the stability margin. The objective of this paper is to investigate power system state matrix sensitivity characteristics with respect to system parameter uncertainties with analytical and numerical approaches and to identify those parameters have great impact on system eigenvalues, therefore, the system stability properties. Those identified parameter variations need to be investigated with priority. The results can be used to help Regional Transmission Organizations (RTOs) and Independent System Operators (ISOs) perform planning studies under the open access environment.

Studies on the Quaternization of Tertiary Amine (V). The Quaternization of Pyridine with Phenacyl Arenesulfonates (3차 아민의 4차화 반응에 관한 연구 (제 5 보). 페나실 아렌술포네이트류에 의한 피리딘의 4차화반응)

  • Lee, Oh-Seuk
    • Journal of the Korean Chemical Society
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    • v.31 no.3
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    • pp.280-286
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    • 1987
  • The effect of substituent inleaving group on the rates of reactions of phenacyl substituted-benzenesulfonates with pyridine was determined conductometrically in acetonitrile and in methanol at 35, 45, and $55^{\circ}C$, respectively. The reaction rate became faster in proportion to electron-attracting ability of substituent, which indicates that the substituent in leaving group can directly control reaction rate. It was shown that the specific to the carbonyl carbon as the rate-determining step.

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Implementation of Light-weight I/O Stack for NVMe-over-Fabrics

  • Ahn, Sungyong
    • International journal of advanced smart convergence
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    • v.9 no.3
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    • pp.253-259
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    • 2020
  • Most of today's large-scale cloud systems and enterprise data centers are distributing resources to improve scalability and resource utilization. NVMe-over-Fabric protocol allows submitting NVMe commands to a remote NVMe SSD through RDMA (Remote Direct Memory Access) network. It is attracting attention recently because it is possible to construct a disaggregation storage system with low latency through the protocol. However, the current I/O stack of NVMe-over-Fabric has an inefficient structure for maintaining compatibility with the traditional I/O stack. Therefore, in this paper, we propose a new mechanism to reduce I/O latency and CPU overhead by modifying I/O path of NVMe-over-Fabric to pass through legacy block layer. According to the performance evaluation results, the proposed mechanism is able to reduce the I/O latency and CPU overhead by up to 22% and 24% compared to the existing NVMe-over-Fabrics protocol, respectively.

Development of the Adaptive Igniter for Expanding HID Lamp Life (HID 램프 수명 연장을 위한 적응형 점화기 개발)

  • Park, Chong-Yeun;Jo, Gye-Hyun;Song, Myoung-Suk
    • Journal of Industrial Technology
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    • v.24 no.A
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    • pp.75-81
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    • 2004
  • The metal halide lamps are now widely used in the application and commercial lighting due to their attracting properties such as good color rendering and high efficiency. But, they have the serious problem of acoustic resonance for high frequency operation and they need the high voltage to ignite. So, they have not been applied to indoors. Over the past few years, a considerable number of studies have been conducted on the electronic ballast together with hot restarting and resonance phenomenon. But, very few attempts have been made with the adaptive ignition method according to the lamp state. In this paper, electronic ballast is proposed for metal halide lamps with an igniter for adaptive ignition. The proposed electronic ballast can generate different ignition voltages according to the arc tube state.

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The Preparation of Medical Institutions in Seoul for Attracting Foreign Patients (서울시 의료기관의 외국인환자 유치 준비실태 - 병.의원을 중심으로 -)

  • Sung, Dong Hyo;Jin, Ki Nam;Kim, Jang Mook
    • Korea Journal of Hospital Management
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    • v.17 no.4
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    • pp.58-70
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    • 2012
  • The purpose of this study is to examine the preparation of medical institutions for medical tourism and its effects. The sample of this study were 99 case which were selected from Korea Health Industry Development Institute list. Data were collected through the mail questionnaire survey from Sept. 15 to Oct. 30 in 2010. The collected data were analyzed using Chisquare test, t-test. The main findings of study are as follows: Using Chisquare test, we found statistically significant differences in resources prepared for medical tourism between hospitals and clinics. In general, hospitals were well prepared in human resources(e.g., proportion of employees with foreign language capability) and physical resources(e.g., helpdesk, brochures) compared to clinics.

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Evaluation on the Acid Attack Resistance of Shotcrete with Aluminate Accelerator (알루미네이트계 급결제를 사용한 숏크리트의 산침식에 대한 저항성 평가)

  • Kim, Seoung-Soo;Kim, Hong-Sam;Kim, Dong-Gyou;Yoon, Ha-Young;Bong, Won-Yong
    • Proceedings of the Korea Concrete Institute Conference
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    • 2006.05b
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    • pp.249-252
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    • 2006
  • Recently, as it has greatly increased the demand on the serviceability of subway, cable tunnel and underground storage, the stability of tunnel structures has been attracting the concern of engineers and researchers. Thus the aim of the present study is to evaluate acid attack resistance of shotcrete using in tunnel structures. And, in order to understand the deterioration mechanism, test using scanning electron microscopy(SEM) analysis and X-ray diffraction showed that the deterioration mechanism due to acid attack in shotcrete.

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A Study on Factors Influencing the Continuance Usage Intention of Social Network Service (기독교인의 사회관계망 서비스에 대한 만족과 신뢰 및 지속 이용의도에 관한 연구)

  • Keum, Chung Ki;Kim, Byung Gon
    • Journal of Information Technology Applications and Management
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    • v.22 no.2
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    • pp.95-112
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    • 2015
  • Spread of internet service had a huge effect on usage and spread of SNS world widely. Variety of the service has increased from human network managing to commerce, education, payment method and so on. Also, it is expanding its service territory to not only PC area but also that of mobile equipment with development of information technology. Spread of use on SNS provides existing corporations the expansion of service area. Late SNS starter companies are advancing in diverse way for attracting users by serving shopping, games and other services with association with SNS. Therefore, analysis on consumers' thought and pattern which analyze users' demand, service's function and contents and other factors in order to reflect on plans and operations of SNS is needed. On this perspective, this research is suggesting properties that are crucially related to sustained usage of SNS and study factors of SNS's characteristics that influence trust and satisfaction on SNS and continuous usage intent of SNS.

A Experimental Study on the Hydroelastic Behavior of Large Floating Offshore Structures (대형부체구조물(大型浮體構造物)의 유(流).탄성(彈性) 연성거동에 관한 실험적 고찰)

  • Lee, Sang-Yeob
    • Journal of Korean Association for Spatial Structures
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    • v.1 no.2 s.2
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    • pp.101-110
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    • 2001
  • A large floating structure is attracting great attention in recent years from the view of ocean space utilization. Its huge scale in the horizontal directions compared with the wavelength and relatively shallow depth make this type of floating structure flexible and its wave-induced motion be characterized by the elastic deformation. In this paper, a boundary integral equation method is proposed to predict the wave-induced dynamic response mat-like floating offshore structure. The structure is modeled as an elastic plate and its elastic deformation is expressed as a superposition of free-vibration modes in air. This makes it straightforward to expand the well-established boundary integral technique for rigid floating bodies to include the hydroelastic effects. In order to validate the theoretical analysis, we compare with the experimental result of reduced model test. Satisfactory agreement is found between theory and experiment.

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A Study on the Korean Companies' Entry Strategy in China Logistics Market (한국기업의 중국 물류시장 진출전략에 관한 연구)

  • Choi, Seok-Beom
    • International Commerce and Information Review
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    • v.11 no.2
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    • pp.83-110
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    • 2009
  • China's logistics industry is an growing one at a very higher rate, owing to the rapid expansion of the country's industrial base and the rise of domestic consumer markets. Essential to the development of china's economy, policy makers have paid constant attention to the logistics sector which is attracting growing volumes of both foreign and domestic investment. The inefficiencies are exacerbated by a number of factors such as transportation bottlenecks, regulatory constraints and local barriers to entry. Foreign and foreign-invested logistics companies have typically cornered the express delivery (for example DHL, FedEX), sea freight forwarding and specialized logistics services (for example Hanjin Shipping). The purpose of this paper is to contribute to the activation of Korean companies' entry into China's logistics market by studying the strategies and types for Korean companies enter into China's logistics Market.

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