• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제15권7호
• /
• pp.2496-2512
• /
• 2021

The requirements for powerful computing capability, high capacity, low latency and low energy consumption of emerging services, pose severe challenges to the fifth-generation (5G) network. As a promising paradigm, mobile edge networks can provide services in proximity to users by deploying computing components and cache at the edge, which can effectively decrease service delay. However, the coexistence of heterogeneous services and the sharing of limited resources lead to the competition between various services for multiple resources. This paper considers two typical heterogeneous services: computing services and content delivery services, in order to properly configure resources, it is crucial to develop an effective offloading and caching strategies. Considering the high energy consumption of 5G base stations, this paper considers the hybrid energy supply model of traditional power grid and green energy. Therefore, it is necessary to design a reasonable association mechanism which can allocate more service load to base stations rich in green energy to improve the utilization of green energy. This paper formed the joint optimization problem of computing offloading, caching and resource allocation for heterogeneous services with the objective of minimizing the on-grid power consumption under the constraints of limited resources and QoS guarantee. Since the joint optimization problem is a mixed integer nonlinear programming problem that is impossible to solve, this paper uses deep reinforcement learning method to learn the optimal strategy through a lot of training. Extensive simulation experiments show that compared with other schemes, the proposed scheme can allocate resources to heterogeneous service according to the green energy distribution which can effectively reduce the traditional energy consumption.

• 한국IT서비스학회지
• /
• 제9권3호
• /
• pp.25-43
• /
• 2010

The speed and magnitude of mobile phone adoption is a recent worldwide phenomenon akin to those of the television in the middle of the 20th century and the Internet in the late 20th century. During the 2000s, mobile phone adoption was exploded and subscriptions reached 3 billion around the globe. Korea and Japan have been ahead of the rest of the world in introducing new handset and service capabilities. They were the first markets to launch 3G services and are currently the only markets to have achieved mainstream adoption of 3G with over one-third of customers in both markets subscribing to 3G services. The purpose of this article is to explore the cultural similarities and differences associated with mobile mail by presenting findings from a cross-cultural comparison of perceptions and uses of the technology. The results of the study are as follows：Of the characteristics that make up the mobile text-messaging service in Korea, a person's perceived ease of use and perceived enjoyment was found to have a positive effect on use attitude. Among the characteristics that make up a person's perceived ease of use, perceived enjoyment was found to have a positive effect on use intention. And use attitude was found to have positive effects on use intention. But, of the characteristics that make up the mobile text-messaging service in Japan, a person's perceived usefulness, perceived ease of use and perceived enjoyment were found to have a positive effect on use attitude. Among the characteristics that make up a person's perceived usefulness, perceived ease of use and perceived enjoyment were found to have a positive effect on use intention. And use attitude was found to have positive effects on use intention. This study contributes to telecommunications research by delineating the various stimuli to consider for successful technology acceptance in a global setting, which can account for differential impacts across regions. The findings of this study can assist telecommunications operators in formulating an effective region-specific strategy when launching a wireless data service in a particular environment.

• Journal of Information Technology Applications and Management
• /
• 제22권2호
• /
• pp.95-112
• /
• 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.

• 한국IT서비스학회지
• /
• 제7권1호
• /
• pp.45-62
• /
• 2008

This review examines the rapid growth of qualitative and quantitative of telecommunication industry for past couple of years from customer's viewpoint. Most of the telecommunication products were positioned in the market by the businesses and government's support, but the entity of telecommunication products were never interpreted from the user's viewpoint. Even though, various kinds of telecommunication services have been actively discussed by businesses, government, and IT professionals, it has not been sufficiently discussed by the marketing academia where they need to focus a lot on customer's utility. For the purpose of providing an insight of the telecommunication service marketing strategy, this study looked over old and new directions of growth, failure and evolution of services by focusing on two main pillar of communication business, which is high-speed internet and mobile phone service. Additionally, the research explains and mentions the limit and trend of the telecommunication service marketing, and the future research task that needs to be solved.

• 한국콘텐츠학회:학술대회논문집
• /
• 한국콘텐츠학회 2006년도 추계 종합학술대회 논문집
• /
• pp.536-540
• /
• 2006

모바일 콘텐츠 제작 및 서비스 기술의 발달과 3D 게임전용 폰의 등장은 3D 모바일 콘텐츠 서비스에 대한 관심을 고조시키고 있다. 그러나 유선환경에 비해 낮은 대역폭과 연결 시간에 따른 데이터 요금의 부담을 갖는 모바일 환경에서, 대용량 콘텐츠인 모바일 3D 콘텐츠의 효율적인 서비스 기술에 대한 연구는 미비한 상태이다. 본 논문에서는 대용량의 3D 해양 캐릭터들을 효과적으로 검색하고 모바일 기기로 다운로드하기 위한 효과적인 캐슁 정책을 이용하여, DB로 구축되어 유선 인터넷으로 서비스되는 사이버 아쿠아리움의 해양객체 정보를 모바일 환경에서 제공할 수 있는 3D 해양 캐릭터의 모바일 서비스 모델을 제안하고자 한다

• 한국정보과학회:학술대회논문집
• /
• 한국정보과학회 2007년도 가을 학술발표논문집 Vol.34 No.2 (C)
• /
• pp.175-178
• /
• 2007

그리드 데이터베이스는 여러 사이트에 데이터베이스의 복사본을 두어 네트워크 전송 지연을 감소시킨다. 그러나 데이터베이스가 갱신될 때마다 모든 복사본들이 갱신되어야 하기 때문에 이로 인해 발생되는 네트워크 대역폭 소모와 시스템 부하 또한 무시할 수 없는 수준이다. 본 논문에서는 그리드에 사용되는 광대역 네트워크인 인터넷의 구조에 적합한 새로운 데이터베이스 갱신 정책을 제안한다. 본 정책은 인터넷의 구성요소인 AS(Autonomous System)와 ISP(Internet Service Provider)의 계층성과 네트워크의 속도 차를 고려하여 네트워크의 병목구간을 최대한 회피하고, 시스템 부하와 네트워크 부하의 균형을 조절함으로써 그리드 데이터베이스의 성능을 향상시킬 수 있다.

• 한국융합학회논문지
• /
• 제7권5호
• /
• pp.155-160
• /
• 2016

인터넷과 ICT 발전으로 스마트폰을 활용한 영어학습 분야 교육용 애플리케이션 개발이 활발하게 이루어지고 있다. 학습자가 시간과 장소의 한계를 넘어 학습이 가능하게끔 해주는 스마트기술 기반 학습 플랫폼인 모바일 러닝은 환경변화와 트렌드에 맞춰 교육의 새로운 패러다임을 가져올 것이라 예상한다. 하지만 현존하는 애플리케이션들을 확인해보면 싱글채널을 보유한 영어학습 기관정보유형 또는 단순 언어학습을 사고학습의 개념으로 구성한 콘텐츠들이 대부분이다. 이에 영어학습 과정상의 인식 전환이 필요하며 사고적 운동학습이라는 관점으로 접근한 플랫폼서비스 연구가 필요한 실정이다. 본 연구에서는 영어학습을 위한 모바일러닝 UX플랫폼 개발범위와 전략을 모색하고 프로토타입을 통해 서비스 모델을 제안하는데 목적을 둔다.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제8권12호
• /
• pp.4293-4304
• /
• 2014

In order to ensure the wireless connectivity and seamless service to mobile users, the next generation network system will be an integration of multiple wireless access networks. In a heterogeneous wireless access system, bandwidth allocation becomes crucial for load balancing to avoid network congestion and improve system utilization efficiency. In this article, we propose a new dynamic bandwidth allocation scheme for hierarchical wireless network systems. First, we derive a multi-objective decision criterion for each access point. Second, a bargaining strategy selection algorithm is developed for the dynamic bandwidth re-allocation. Based on the intervenient Stackelberg game model, the proposed scheme effectively formulates the competitive interaction situation between several access points. The system performance of proposed scheme is evaluated by using extensive simulations. With a simulation study, it is confirmed that the proposed scheme can achieve better performance than other existing schemes under widely diverse network environments.

• 산업경영시스템학회지
• /
• 제39권3호
• /
• pp.47-55
• /
• 2016

The proliferation of the Internet and related technologies has led to a new form of distribution channels, namely online retailers. The conventional offline and the new online retailers have different transaction costs perceived by the consumers in the following perspectives: the accessibility to the product information, the traffic cost and the opportunity cost for the time to visit the store, the delivery time and the possibility of 'touch and feel' to test the quality of the product. In particular, the online retailers have lower distribution cost structure in that they do not have physical stores, which results in lower selling price. Thus they continuously offer price competition against offline retailers using the lower selling cost as competitive weapon. Moreover the emergence of the social commerce is likely to intensify the competition between the online and offline retailers. To survive in this fierce competition, the offline retailers are trying to defend their business interests by sticking to offline transaction in anticipation of increased customer loyalty, customer's preference for 'touch and feel' style shopping, and others. Despite of these efforts, customers who touch and feel a product in an offline store but purchase the product through an online retailer are increasing. To protect such customers, recently, some of the offline retailers began to provide the mobile discount service (MDS) which enables the offline customers to purchase a product at a discounted price through the mobile applications. In business competitions, the price discount strategy is usually considered to secure more market share at the cost of lower profit. In this study, however, we analyze the effect of MDS as a weapon for securing more profit. To do this, we set up a game model between the online and offline retailers which incorporates the effect of the MDS. By numerically analyzing the Nash equilibrium of the game, some managerial implications for using the MDS for more profit are discussed.

• 한국전자거래학회지
• /
• 제15권2호
• /
• pp.37-53
• /
• 2010

국내 이동통신 시장이 폭발적으로 성장함에 따라 이동통신 서비스 분야는 많은 연구자들과 경영자들의 관심대상으로 주목받고 있다. 본 연구는 국내 이동통신 산업의 새로운 동향들을 중심으로 이동통신 사용자의 특성과 경험이 이동통신 활성화에 미치는 영향을 분석하였다. 이동통신 이용 활성화에 영향을 미치는 요인들을 확인하기 위해 이동전화요금의 지불금액을 종속변수로 정하고, 이에 영향을 미치는 이동통신 사용자의 특성과 서비스 이용경험에 관련한 요인들을 추출하였다. 연구결과 이동통신 사용자의 서비스 이용경험은 이동전화 사용에 영향을 미치는 것으로 나타났다. 즉, 웹 사용시간, 이메일 사용시간이 많을수록 이동전화 이용요금의 지불금액이 높은 것으로 나타났다. 소득, 연령과 같은 사용자의 개인적 특성도 이동전화 사용에 영향을 미친다. 연령이 낮을수록, 또한 소득이 높을수록 이동전화를 더 많이 이용하여 이동전화 요금 지불금액이 높은 것으로 나타났다. 무료콘텐츠의 이용횟수는 이동전화 사용요금에는 직접적인 영향을 미치지 않지만, 유료콘텐츠의 이용횟수에는 영향을 주는 것으로 나타났다.