• 제목/요약/키워드: Cloud Computing Industry

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Cloud-based Healthcare data management Framework

  • Sha M, Mohemmed;Rahamathulla, Mohamudha Parveen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권3호
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    • pp.1014-1025
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    • 2020
  • Cloud computing services changed the way the data are managed across the healthcare system that can improve patient care. Currently, most healthcare organizations are using cloud-based applications and related services to deliver better healthcare facilities. But architecting a cloud-based healthcare system needs deep knowledge about the working nature of these services and the requirements of the healthcare environment. The success is based on the usage of appropriate cloud services in the architecture to manage the data flow across the healthcare system.Cloud service providers offer a wide variety of services to ingest, store and process healthcare data securely. The top three public cloud providers- Amazon, Google, and Microsoft offers advanced cloud services for the solution that the healthcare industry is looking for. This article proposes a framework that can effectively utilize cloud services to handle the data flow among the various stages of the healthcare infrastructure. The useful cloud services for ingesting, storing and analyzing the healthcare data for the proposed framework, from the top three cloud providers are listed in this work. Finally, a cloud-based healthcare architecture using Amazon Cloud Services is constructed for reference.

엣지 컴퓨팅 시장 동향 및 산업별 적용 사례 (Edge Computing Market Trends and Application Scenarios)

  • 신성식;민대홍;안지영;김성민
    • 전자통신동향분석
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    • 제34권2호
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    • pp.51-59
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    • 2019
  • Edge computing, which is computing on the edge of the network, is becoming a market value as a means of overcoming the fear of communication disconnection and delay reduction, which are the technical weaknesses of cloud computing. Edge computing is continuously expanding applications in various applications such as safety industry, smart factories, autonomous vehicles, mobile communications, and AR/VR. Looking at edge computing trends from Microsoft, IBM, HPE, and Dell EMC, current edge computing must be understood as an integral binding technology and not as a simple complement to the cloud. This paper examines market trends in edge computing and analyzes the impact of edge computing on major related industries.

Open Source Cloud Computing: An Experience Case of Geo-based Image Handling in Amazon Web Services

  • Lee, Ki-Won
    • 대한원격탐사학회지
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    • 제28권3호
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    • pp.337-346
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    • 2012
  • In the view from most application system developers and users, cloud computing becomes popular in recent years and is still evolving. But in fact it is not easy to reach at the level of actual operations. Despite, it is known that the cloud in the practical stage provides a new pattern for deploying a geo-spatial application. However, domestically geo-spatial application implementation and operation based on this concept or scheme is on the beginning stage. It is the motivation of this works. Although this study is an introductory level, a simple and practical processed result was presented. This study was carried out on Amazon web services platform, as infrastructure as a service in the geo-spatial areas. Under this environment, cloud instance, a web and mobile system being previously implemented in the multi-layered structure for geo-spatial open sources of database and application server, was generated. Judging from this example, it is highly possible that cloud services with the functions of geo-processing service and large volume data handling are the crucial point, leading a new business model for civilian remote sensing application and geo-spatial enterprise industry. The further works to extend geo-spatial applications in cloud computing paradigm are left.

공공기관 조직구성원의 클라우드 컴퓨팅 서비스 이용의도에 영향을 미치는 요인에 관한 연구 (A Study on the Factors Affecting the Intention to use public Institution staff's Cloud Computing Service)

  • 최혁라;김선명
    • 정보화정책
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    • 제21권2호
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    • pp.49-66
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    • 2014
  • 클라우드 컴퓨팅이 지속적 성장세를 보이고 향후 정보통신기술 산업에서 그 중요성이 부각되면서 실무계에서는 클라우드 컴퓨팅 수용에 따른 이점과 우려 등이 활발히 논의되고 있는 반면, 학술적 관점에서 클라우드 컴퓨팅에 관한 실증연구도 이루어지고 있지만 매우 부족한 편이며, 클라우드 컴퓨팅 환경에서의 보안, 프라이버시, 신뢰를 다룬 실증연구는 찾아보기 힘든 상황이다. 본 연구는 향후 클라우드 컴퓨팅 서비스 이용이 확대될 것으로 예상되는 지방자치단체 공무원들을 대상으로 클라우드 컴퓨팅 서비스 이용의도에 중요한 역할을 할 것으로 기대되는 지각된 위험, 인터넷상의 프라이버시와 신뢰에 관한 연구들을 토대로 클라우드 컴퓨팅 서비스 이용자의 지각된 보안위험, 프라이버시 염려, 신뢰, 그리고 태도와 이용의도간의 인과관계를 규명할 수 있는 개념적 모형을 설정하고 이를 실증연구를 통하여 검증하였다. 연구결과 지각된 보안위험은 프라이버시 염려에 정(+)의 효과를 미치는 것으로 나타났고 프라이버시 염려는 신뢰에 부(-)의 효과를 미치는 것으로 확인되었다. 한편 신뢰는 태도에 정(+)의 효과를 미치며, 태도와 클라우드 컴퓨팅 서비스 이용의도와의 관계도 유의한 것으로 나타났다.

공격정보 수집을 이용한 클라우드 서비스의 안전성 향상에 관한 연구 (A Study on Improvement Stability of Cloud Service using Attack Information Collection)

  • 양환석
    • 디지털산업정보학회논문지
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    • 제9권2호
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    • pp.73-79
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    • 2013
  • Cloud computing is a form which provides IT resources through network and pays the cost as much as you used. And it has advantages that it doesn't need to construct infrastructure and can be offered a variety of environments. The main core of these computing is virtualization technology. Security mechanism about attacks using vulnerabilities of virtualization technology isn't provided right and existing security tools can't be applied as it is. In this paper, we proposed honeyVM structure that can cope actively by collecting the information about attacks using virtualization vulnerability. Mamdani fuzzy inference is used to adjust dynamically the number of formed honeyVM depending on the load of system. Security structure to protect actual virtual machine from attacks and threats is proposed. The performance of the proposed structure in this paper measured occurred attack detection rate and resource utilization rate.

Trust based Mutual Authentication Mechanism for Cloud Computing

  • Mandeeep Kaur;Prachi Garg
    • International Journal of Computer Science & Network Security
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    • 제23권12호
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    • pp.81-90
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    • 2023
  • Cloud computing is an emerging business model popularized during the last few years by the IT industry. Providing "Everything as a Service" has shifted many organizations to choose cloud-based services. However, some companies still fear shifting their data to the cloud due to issues related to the security and privacy. The paper suggests a novel Trust based Mutual Authentication Mechanism using Secret P-box based Mutual Authentication Mechanism (TbMAM-SPb) on the criticality of information. It uses a particular passcodes from one of the secret P-box to act as challenge to one party. The response is another passcode from other P-box. The mechanism is designed in a way that the response given by a party to a challenge is itself a new challenge for the other party. Access to data is provided after ensuring certain number of correct challenge-responses. The complexity can be dynamically updated on basis of criticality of the information and trust factor between the two parties. The communication is encrypted and time-stamped to avoid interceptions and reuse. Overall, it is good authentication mechanism without the use of expensive devices and participation of a trusted third party.

클라우드 컴퓨팅 환경에서 금형 수명주기관리 정보시스템 구축 및 적용의 실증적 연구 (An Empirical Study of Implementation and Application of Mold Life Cycle Management Information System In the Cloud Computing Environment)

  • 고준철;남승돈;강경식
    • 대한안전경영과학회지
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    • 제16권4호
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    • pp.331-341
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    • 2014
  • Internet of Thing(IoT), which is recently talked about with the development of information and communication technology, provides big data to all nodes such as companies and homes, means of transportation etc. by connecting all things with all people through the integrated global network and connecting all actual aspects of economic and social life with Internet of Thing through sensor and software. Defining Internet of Thing, it plays the role of a connector of providing various information required for the decision-making of companies in the cloud computing environment for the Insight usage by collecting and storing Raw Data of the production site through the sensor network and extracting big data in which data is accumulated and Insight through this. In addition, as the industry showing the largest linkage with other root industries among root industries, the mold industry is the core technology for controlling the quality and performance of the final product and realizing the commercialization of new industry such as new growth power industry etc. Recently, awareness on the mold industry is changing from the structure of being labor-intensive, relying on the experience of production workers and repeating modification without the concept of cost to technology-intensive, digitization, high intellectualization due to technology combination according to IT convergence. This study, therefore, is to provide a golden opportunity to increase the direct and indirect expected effects in poor management activities of small businesses by actually implementing and managing the entire process of mold life cycle to information system from mold planning to mass production and preservation by building SME(small and medium-sized enterprises)-type mold life cycle management information system in the cloud computing environment and applying it to the production site.

AHP를 활용한 개인 클라우드 스토리지 서비스 선택 요인에 관한 연구 (A Study on Selection Factors of Personal Cloud Storage Service Using AHP)

  • 조현;조혜경;김영희;김하얀;전현정;이재광
    • 한국IT서비스학회지
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    • 제14권3호
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    • pp.197-215
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    • 2015
  • Recently, many internet users are using cloud computing. Users can manage, store and share their data and information by using personal cloud storage. In this paper, we aim to figure out influencing factors on personal cloud storage selection. The causal relationship between factors were identified through a importance analysis by using AHP(Analytic Hierarchy Process). AHP is a structured technique for organizing and analyzing complex decisions, based on mathematics and psychology. Research model consists of upper factorsincluding system factor, service factor and user factor. 12 lower factors and 6 alternatives were also analyzed. Asa result, system factor of 3 upper factors was found as the most important factor. Purpose-coincidence, security andaccessibility were top 3 factors among lower factors. N drive showed top importance value. We also conducted ANOVAby classifying 4 groups according to gender, age, currently used cloud and cloud to use. The results of this researchcan be useful guidelines for cloud computing industry.

초연결 가상 인프라 관리 기술 동향 분석 (Analysis of Trends in Hyper-connected Virtual Infrastructure Management Technology)

  • 심재찬;박평구;류호용;김태연
    • 전자통신동향분석
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    • 제35권4호
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    • pp.135-148
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    • 2020
  • Virtualisation in cloud computing is vital for maintaining maximum resource utilization and easy access to operation and storage management of components. Platform virtualisation technology has the potential to be easily implemented with the support of scalability and security, which are the most important components for cloud-based services. Virtual resources must be allocated to a centralized pool called the cloud, and it is considered as cloud computing only when the virtual resources are orchestrated through management and automation software. Therefore, research and development on the latest technology for such a virtualisation platform provides both academia and industry the scope to deploy the fastest and most reliable technology in limited hardware resource. In this research, we reviewed and compared the popular current technologies for network and service management and automation technology.

클라우드를 이용한 경영혁신플랫폼 기반 중소기업 정보화 지원 사업 현황과 활성화 방안 연구 (Current Status and Invigoration Plans for the Business Innovation Platform for SME Informatization based on Cloud Computing Technology)

  • 한현수;김기호;양희동
    • 경영정보학연구
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    • 제18권1호
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    • pp.41-55
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    • 2016
  • 본 연구는 2013년도부터 TIPA에서 진행해온 클라우드 기반 중소기업 정보화 프로젝트의 현황과 향후 방향에 대한 사용자 및 개발자 설문 분석을 실시하였다. 이 프로젝트는 7개 산업 협동조합들을 시범 지원하면서 개시되었기 때문에, 과거의 사용 패턴과 향후 전략 및 구축 계획에 대한 사용자 기대를 파악할 필요가 있다. 설문 분석 결과, 사용자 만족도와 기대는 기본 솔루션과 산업별 특수 비즈니스 프로세스가 반영된 산업 특화 솔루션간에 차이가 있음을 발견할 수 있었다. 결론으로서, 민간 클라우드 SW 시장에 대한 정부의 관여에 대한 시장의 우려와 중소기업의 정보화 진흥을 위한 정부의 지원 간의 조화 방법에 대한 제안을 제시하고자 한다.