• Title/Summary/Keyword: Model Serving

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The Control Mechanism on SVC holding time of Core Network in GPRS/ UMTS Network (GPRS/UMTS의 Core Network에서 SVC holding time 제어기법)

  • Kwak, Yong-Won;Park, Ung;Jeong, Young-Sik;Min, Jae-Hong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.05a
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    • pp.648-652
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    • 2003
  • In the GPRS(General Packet Radio Service) network, the transport layer between SGSN(Serving GPRS Support Node) and GGSN (Gateway GPRS Support Node) is based on IP-Over ATM Network. which means that the connectionless IP traffic is transmitted through connection oriented ATM transport layer. Efficient resource management is needed to perform connection and disconnection of the pertinent VC because of the connectionless IP traffic being passed through ATM transport layer In this paper, Internet Web service traffic model in the GPRS network is applied to the various VC holding Cost Pricing Model. each method is compared through analyzing each VC utilization and setup rate.

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Comparing the application of social network service with existing method on the efficiency and velocity of spreading mobilization order -Based on the circumstance of Ulchi focus lens training of South Korean military- (기존의 예비군 동원 방식과 소셜네트워크를 응용한 새로운 동원 체계의 효율 및 확산 속도 비교연구 -을지 포커스 렌즈 훈련 상황 전제-)

  • Sung, Ki-Seok;Kang, Sung-Woo
    • Journal of the Korea Safety Management & Science
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    • v.14 no.3
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    • pp.183-191
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    • 2012
  • Since June 25th 1950, the beginning of the cold war (Korean war), Korean peninsula is still in a state of war. Officially South and North Korean government call a truceafter three years from the beginning day, however both countries are still having several combats in these days. So every Korean citizen male has duty for serving military duty and this lasts even after the serving regular military force, as reserved military. Although South Korea is very small country, the size of military is very large so informing all reserved military takes some time. Since this nation is confronting the enemy and considering the global potential threat, South Korean military needs expedite informing system to call up the reserved military to active duty. In this project, the current informing system has been analyzed and compared with the new method which is using social network service such as Twitter. However mobilization order is very critical. So in our new model there are two ways combined. Using twitter to inform and then use traditional ways to finish the order. This method will provide more efficient and accurate way to cover the call ups.

CoMP Transmission for Safeguarding Dense Heterogeneous Networks with Imperfect CSI

  • XU, Yunjia;HUANG, Kaizhi;HU, Xin;ZOU, Yi;CHEN, Yajun;JIANG, Wenyu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.1
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    • pp.110-132
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    • 2019
  • To ensure reliable and secure communication in heterogeneous cellular network (HCN) with imperfect channel state information (CSI), we proposed a coordinated multipoint (CoMP) transmission scheme based on dual-threshold optimization, in which only base stations (BSs) with good channel conditions are selected for transmission. First, we present a candidate BSs formation policy to increase access efficiency, which provides a candidate region of serving BSs. Then, we design a CoMP networking strategy to select serving BSs from the set of candidate BSs, which degrades the influence of channel estimation errors and guarantees qualities of communication links. Finally, we analyze the performance of the proposed scheme, and present a dual-threshold optimization model to further support the performance. Numerical results are presented to verify our theoretical analysis, which draw a conclusion that the CoMP transmission scheme can ensure reliable and secure communication in dense HCNs with imperfect CSI.

Atomic structure and crystallography of joints in SnO2 nanowire networks

  • Hrkac, Viktor;Wolff, Niklas;Duppel, Viola;Paulowicz, Ingo;Adelung, Rainer;Mishra, Yogendra Kumar;Kienle, Lorenz
    • Applied Microscopy
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    • v.49
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    • pp.1.1-1.10
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    • 2019
  • Joints of three-dimensional (3D) rutile-type (r) tin dioxide ($SnO_2$) nanowire networks, produced by the flame transport synthesis (FTS), are formed by coherent twin boundaries at $(101)^r$ serving for the interpenetration of the nanowires. Transmission electron microscopy (TEM) methods, i.e. high resolution and (precession) electron diffraction (PED), were utilized to collect information of the atomic interface structure along the edge-on zone axes $[010]^r$, $[111]^r$ and superposition directions $[001]^r$, $[101]^r$. A model of the twin boundary is generated by a supercell approach, serving as base for simulations of all given real and reciprocal space data as for the elaboration of three-dimensional, i.e. relrod and higher order Laue zones (HOLZ), contributions to the intensity distribution of PED patterns. Confirmed by the comparison of simulated and experimental findings, details of the structural distortion at the twin boundary can be demonstrated.

A Study on IFLA Functional Requirements for Bibliographic Records Model (IFLA의 서지레코드 기능요건(FRBR) 모형 고찰)

  • Lee, Sung-Sook
    • Journal of the Korean Society for Library and Information Science
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    • v.37 no.2
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    • pp.319-342
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    • 2003
  • Catalog serves a dual purposes. One is finding function(or identifying function) that is identified and located specific items and the other is collocating function which is displayed specific author's all works and all related editions. This study is re-examined the functions of catalog. For catalog's effective serving this study is provided and overviewed the FRBR(Functional Requirements for Bibliographic Record) models as reference conceptual model for functions of catalog.

An Architecture and Protocol for Mobile Emergency Service

  • Jang Jeong-Ah;Choi Hae-Ock;Choi Wan-sik
    • Proceedings of the KSRS Conference
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    • 2005.10a
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    • pp.608-611
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    • 2005
  • The existing wired emergency call such as 119, 112 have its own location information to serving immediate rescue service. For the case of wireless emergency call by mobile phone, the location information should be provided by wireless network. This paper describes the network architecture and protocol for mobile emergency service referring TIAlEWJ-SID-036-A with reviews about technical issues, legacy factors and related researches. The mobile emergency service is divided into mobile emergency rescue service and mobile emergency alert service. The network reference model for mobile emergency rescue service is released in KOREA. In this paper, the interfaces between elements of the network reference model, and service scenarios, message flows are defined. Supplement to mobile emergency rescue service, the network reference model, interfaces and message flows for mobile emergency alert service are developed. The protocol is described by DID, and the proposed works are on processing for domestic standard of TTA.

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Analysis Task Scheduling Models based on Hierarchical Timed Marked Graph

  • Ro, Cheul-Woo;Cao, Yang
    • International Journal of Contents
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    • v.6 no.3
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    • pp.19-24
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    • 2010
  • Task scheduling is an integrated component of computing with the emergence of grid computing. In this paper, we address two different task scheduling models, which are static Round-Robin (RR) and dynamic Fastest Site First (FSF) task scheduling method, using extended timed marked graphs, which is a special case of Stochastic Petri Nets (SPN). Stochastic reward nets (SRN) is an extension of SPN and provides compact modeling facilities for system analysis. We build hierarchical SRN models to compare two task scheduling methods. The upper level model simulates task scheduling and the lower level model implements task serving process for different sites with multiple servers. We compare these two models and analyze their performances by giving reward measures in SRN.

Airline In-flight Meal Demand Forecasting with Neural Networks and Time Series Models

  • Lee, Young-Chan
    • Proceedings of the Korea Association of Information Systems Conference
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    • 2000.11a
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    • pp.36-44
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    • 2000
  • The purpose of this study is to introduce a more efficient forecasting technique, which could help result the reduction of cost in removing the waste of airline in-flight meals. We will use a neural network approach known to many researchers as the “Outstanding Forecasting Technique”. We employed a multi-layer perceptron neural network using a backpropagation algorithm. We also suggested using other related information to improve the forecasting performances of neural networks. We divided the data into three sets, which are training data set, cross validation data set, and test data set. Time lag variables are still employed in our model according to the general view of time series forecasting. We measured the accuracy of our model by “Mean Square Error”(MSE). The suggested model proved most excellent in serving economy class in-flight meals. Forecasting the exact amount of meals needed for each airline could reduce the waste of meals and therefore, lead to the reduction of cost. Better yet, it could enhance the cost competition of each airline, keep the schedules on time, and lead to better service.

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Toward Serving MOOC Learners Globally: Focusing on Intent to Continue Using K-MOOCs

  • Kim, Hannah;Lee, Jeongmin
    • International Journal of Contents
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    • v.16 no.1
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    • pp.65-74
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    • 2020
  • The purpose of the study was to explore the structural relationships between the intent to continue using Massive Open Online Courses (MOOCs) and its determinants based on the information systems continuance expectation-confirmation model. A total of 156 students from five different universities in Korea completed an online survey. An analysis by structural equation modeling revealed that college students' intent to continue using K-MOOC is partially supported by the model. Although perceived usefulness and confirmation are strong determinants of satisfaction and intent to continue using information systems in general, confirmation was the only significant predictor of satisfaction, the only significant predictor of intent to continue to use K-MOOC. Written responses on the survey were used to interpret the results. Findings indicate significant effects of confirmation on perceived usefulness, of confirmation on satisfaction, and of satisfaction on intent and insignificant effects of perceived usefulness on satisfaction and perceived usefulness on intent to continue. Substantial implications for future research and practices are discussed.

ESTIMATING THE NUMBER OF ICU PATIENTS OF COVID-19 BY USING A SIMPLE MATHEMATICAL MODEL

  • Hyojung Lee;Giphil Cho
    • East Asian mathematical journal
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    • v.40 no.1
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    • pp.119-125
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    • 2024
  • Predicting the number of ICU patients holds significant importance, serving as a critical aspect in efficiently allocating resources, ensuring high-quality care for critically ill individuals, and implementing effective public health strategies to mitigate the impact of diseases. This research focuses on estimating ICU patient numbers through the development of a simple mathematical model. Utilizing data on confirmed COVID-19 cases and deaths, this model becomes a valuable tool for predicting and managing ICU resource requirements during the ongoing pandemic. By incorporating historical data on infected individuals and fatalities from previous weeks, we establish a straightforward equation. We found the substantial impact of the delay in infected individuals, particularly those occurring more than five weeks earlier, on the accuracy of ICU predictions. Proactively preparing for potential surges in severe cases becomes feasible by forecasting the demand for intensive care beds, ultimately improving patient outcomes and preventing excessive strain on medical facilities.