• Title/Summary/Keyword: Cloud Environment

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3D Point Cloud Enhancement based on Generative Adversarial Network (생성적 적대 신경망 기반 3차원 포인트 클라우드 향상 기법)

  • Moon, HyungDo;Kang, Hoonjong;Jo, Dongsik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.10
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    • pp.1452-1455
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    • 2021
  • Recently, point clouds are generated by capturing real space in 3D, and it is actively applied and serviced for performances, exhibitions, education, and training. These point cloud data require post-correction work to be used in virtual environments due to errors caused by the capture environment with sensors and cameras. In this paper, we propose an enhancement technique for 3D point cloud data by applying generative adversarial network(GAN). Thus, we performed an approach to regenerate point clouds as an input of GAN. Through our method presented in this paper, point clouds with a lot of noise is configured in the same shape as the real object and environment, enabling precise interaction with the reconstructed content.

A Study of IT competitiveness of SMEs by Cloud Services (클라우드 성공참조모델 발굴을 통한 중소기업 IT경쟁력 강화 연구)

  • Choi, Sung
    • Journal of Digital Convergence
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    • v.11 no.3
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    • pp.59-71
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    • 2013
  • Cloud service (Amazon Web Services, etc.) to take advantage of the growing global competitiveness of small and medium companies with online services (eg Zynga, paprika wrap) are strenthening the growing global competitiveness by taking advantage of cloud utilization, and financial market analysis services by cloud use have appeared, but the domestic company's cloud still staying in the low-level. SMEs in Korea IT infrastructure needs as well as commercial services such as simulation, test environment configuration, to perform tasks that require a step-by-step in the product development process, which requires different IT Infrastructure Outsourcing workforce commitment, according to the rapid changes in the size of the organization's efficient IT infrastructure such as cloud services because of the lack of capacity to respond to a sudden demand for IT measures required.

The Construction and Utilization of Cloud Computing Environment with Openstack (Openstack을 이용한 Cloud Computing 환경 구축 및 활용)

  • Kim, YoungHoon;Ji, Hoyoung;Moon, BongKyo
    • Annual Conference of KIPS
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    • 2017.04a
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    • pp.60-63
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    • 2017
  • Cloud Computing 환경은 사용자로 하여금 네트워크를 통하여 운영플랫폼, 저장매체 등이 운영 가능한 컴퓨터 자원을 신속하게 이용할 수 있는 컴퓨팅 환경이다. 이 환경을 이용하여 사용자들에게 가상의 컴퓨팅 공간을 만들어 resource를 사용하게 만들어주는 Iaas(Infrastructure as a Service)가 급증하고 있다. OpenStack은 Cloud Computing 환경을 이용하여 사용자로 하여금 *aaS제공을 가능하게 해주는 오픈소스 소프트웨어 프로젝트이다. 이 연구는 Openstack을 활용하여 Cloud환경을 구축하고, 이를 활용 하는 방안에 대한 연구이다. GitLab를 이용한 GitLab Service Launching을 시도하고, Hadoop을 통하여 Cloud 환경을 활용한 분산처리 시스템을 구현, Cloud의 활용 방안을 탐구한다.

An Empirical Study on Factors Affecting the Assimilation of Inter-Organizational Cloud Computing and Performance and the Moderating Effect of Trust (기업 간 클라우드 컴퓨팅 동화 및 성과에 영향을 미치는 기술 및 환경 요인과 신뢰의 조절효과에 관한 연구)

  • Park, Hyunsun;Kim, Sanghyun
    • Journal of Information Technology Services
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    • v.13 no.3
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    • pp.1-23
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    • 2014
  • This study investigates the effect of technological and environmental factors on the cloud computing assimilation, which then affects firms' performance. The technological characteristics include cost-savings, technology use advantage, technology infrastructure, and technology compatibility while environmental characteristics include partner cooperation, competitive pressure, environmental uncertainty, and business agility. Furthermore, we examine inter-organizational trust as a moderating effect between environmental characteristics and cloud computing assimilation. Data from a sample of 219 firms show the significant impacts of proposed variables with exception of technology infrastructure and technology compatibility. The findings also show that inter-organizational trust has a significant moderating effect in all paths except the one between business agility and cloud computing assimilation. The implication of this study suggests a theoretical framework explaining cloud computing assimilation and performance within inter-organizational environment.

Cloud Computing in the Vulnerability Analysis for Personal Information Security (Cloud Computing의 개인 정보 보안을 위한 취약점 분석)

  • Sun, Jae-Hoon;Kim, Kui-Nam J.
    • Convergence Security Journal
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    • v.10 no.4
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    • pp.77-82
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    • 2010
  • Cloud computing is defined as numerous concepts by research institutions and scholars. However, due to the present business trend in the IT sector, emphasizing on cost and efficiency, cloud computing has been defined as a form of computing which can provide extendable mass storage components in the virtual environment. As a result, security issues have been arising due to the variety of cloud computing services provided by the industries. This paper aims to analyze the weaknesses such as security techniques and inquiries, and personal information protection required for various cloud computing services.

The Design of an Efficient Proxy-Based Framework for Mobile Cloud Computing

  • Zhang, Zhijun;Lim, HyoTaek;Lee, Hoon Jae
    • Journal of information and communication convergence engineering
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    • v.13 no.1
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    • pp.15-20
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    • 2015
  • The limited battery power in the mobile environment, lack of sufficient wireless bandwidth, limited resources of mobile terminals, and frequent breakdowns of the wireless network have become major hurdles in the development of mobile cloud computing (MCC). In order to solve the abovementioned problems, This paper propose a proxy-based MCC framework by adding a proxy server between mobile devices and cloud services to optimize the access to cloud services by mobile devices on the network transmission, application support, and service mode levels. Finally, we verify the effectiveness of the developed framework through an experimental analysis. This framework can ensure that mobile users have efficient access to cloud services.

Qualitative Study on Service Features for Cloud Computing (클라우드 컴퓨팅의 서비스 특성에 관한 질적연구)

  • Ra, Jong-Hei
    • Journal of Digital Contents Society
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    • v.12 no.3
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    • pp.319-327
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    • 2011
  • Cloud computing is the probated transmission-platform that provide the enterprise or individual with efficient and cost-effective IT service on internet. Cloud computing serve as data or computing is moved from desktop or portable PC to the massive data center. Searching for the services offered by cloud computing indicates that their current service feature needs to be improved to satisfy current and future customers. This study attempted to satisfy this need by identifying the service's features for the cloud computing service environment through qualitative approaches. Finally, we classify into seven features(Security, Reliability, Availability, Inter-operating, Economic, Intellectual Property) of cloud computing service.

Study on Intrusion Detection System under Cloud Computing Environment (클라우드 컴퓨팅 환경을 위한 침입탐지시스템 특징 분석)

  • Yang, Hwan-Seok;Lee, Byoung-Cheon;Yoo, Seung-Jea
    • Convergence Security Journal
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    • v.12 no.3
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    • pp.59-65
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    • 2012
  • Clouding computing which is developing newly as IT and network technology develops become changed to internet and service environment of company. Especially, it can lend IT resource at low costs and no need to build up infra. Clouding computing environment become popular more and more because various computing environment using virtualization is provided. The attack threat range also becomes wider in proportion to broaden various connection ways and service supply range at these clouding computing. Therefore, intrusion detection system which can protect resource from various attack having malignant attempts is necessary. In this study, we analyzed about characteristic of intrusion detection system at cloud computing environment having big damage than other computing environment when intrusion happen by sharing of resource and virtualization.

Global Manager - A Service Broker In An Integrated Cloud Computing, Edge Computing & IoT Environment

  • Selvaraj, Kailash;Mukherjee, Saswati
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.6
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    • pp.1913-1934
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    • 2022
  • The emergence of technologies like Big data analytics, Industrial Internet of Things, Internet of Things, and applicability of these technologies in various domains leads to increased demand in the underlying execution environment. The demand may be for compute, storage, and network resources. These demands cannot be effectively catered by the conventional cloud environment, which requires an integrated environment. The task of finding an appropriate service provider is tedious for a service consumer as the number of service providers drastically increases and the services provided are heterogeneous in the specification. A service broker is essential to find the service provider for varying service consumer requests. Also, the service broker should be smart enough to make the service providers best fit for consumer requests, ensuring that both service consumer and provider are mutually beneficial. A service broker in an integrated environment named Global Manager is proposed in the paper, which can find an appropriate service provider for every varying service consumer request. The proposed Global Manager is capable of identification of parameters for service negotiation with the service providers thereby making the providers the best fit to the maximum possible extent for every consumer request. The paper describes the architecture of the proposed Global Manager, workflow through the proposed algorithms followed by the pilot implementation with sample datasets retrieved from literature and synthetic data. The experimental results are presented with a few of the future work to be carried out to make the Manager more sustainable and serviceable.

A Study of Personal Characteristics Influencing Cloud Intention (클라우드 사용의도에 영향을 미치는 개인특성 연구)

  • Kim, Jin Bae;Cho, Myeonggil
    • Journal of Information Technology Applications and Management
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    • v.26 no.3
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    • pp.135-157
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    • 2019
  • Information technology has economic, social and cultural impacts is closely linked to our lives. This information technology is becoming a key to the change of human civilization through connecting people and objects on the earth. In addition, future information technology is becoming more intelligent and personalized with the development of computing technology, and due to the rapid development of alcohol, environment without time and space constraint is realized, Is spreading. Since existing portable storage media are made of physical form, there is a limit to usage due to the risk of loss and limitation of capacity. Cloud services can overcome these limitations. Due to the problems of existing storage media, it is possible to overcome the limitations of storing, managing and reusing information through cloud services. Despite the large number of cloud service users, the existing research has focused mainly on the concept of cloud service and the effect of introduction on the companies. This study aims to conduct a study on individual characteristics that affect the degree of cloud use. We will conduct research on the causes of IT knowledge, personal perception of security, convenience, innovation, economical trust, and platform dependency affecting the intention to use the cloud. These results show that the variables affecting individual 's use of cloud service are influenced by individuals, and this study can be used as a basic data for individuals to use cloud service.