• Title/Summary/Keyword: convergence cloud service

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BIM Platform Resource Management for BaaS(BIM as a Service) in Distributed Cloud Computing (BaaS(BIM as a Service)를 위한 분산 클라우드 기반의 BIM 플랫폼 리소스 관리 방법 연구)

  • Son, A-Young;Shin, Jae-Young;Moon, Hyoun-Seok
    • Journal of KIBIM
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    • v.10 no.3
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    • pp.43-53
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    • 2020
  • BIM-based Cloud platform gained popularity coupled with the convergence of Fourth Industrial Revolution technology. However, most of the previous work has not guaranteed sufficient efficiency to meet user requirements according to BIM service. Furthermore, the Cloud environment is only used as a server and it does not consider cloud characteristics. For the processing of High Capacity Data like BIM and using seamless BIM service, Resource management technology is required in the cloud environment. In this paper, to solve the problems, we propose a BIM platform for BaaS and an efficient resource allocation scheme. We also proved the efficiency of resource for the proposed scheme by using existing schemes. By doing this, the proposed scheme looks forward to accelerating the growth of the BaaS through improving the user experience and resource efficiency.

A Study on Cold Start and Resource Improvement Using Time Warming Allocation Engine in Serverless Computing

  • Gun-Woo Kim;Seok-Jae Moon;Byung-Joon Park
    • International journal of advanced smart convergence
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    • v.13 no.3
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    • pp.109-116
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    • 2024
  • With the advent of serverless computing, cloud customers no longer needed to maintain and manage server environments directly. Instead, cloud service providers took on that role, managing and maintaining the server environment according to customer requests, a concept known as Function as a Service (FaaS). This service demonstrated improvements in operational costs and resource utilization over traditional cloud computing, offering various advantages such as enhanced scalability. However, a delay occurred in processing and returning results to user requests, a phenomenon referred to as the cold start problem. This paper proposed the Time Warming Allocation Engine (TWAE) to improve resource management and mitigate the cold start problem in Function as a Service. The proposed engine comprised a collection module, a learning module, a classification module, and an allocation module. Additionally, it utilized a list called Pre-Warming. Through this approach, it suggested directions for improving cold start issues and resource utilization according to different time periods.

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.

Cloud-Based DRM Service Model for Secure Contents Service (안전한 콘텐츠 서비스를 위한 클라우드 기반 DRM 서비스 모델)

  • Lee, Hyejoo;Seo, Changho;Shin, Sang Uk
    • Journal of Digital Convergence
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    • v.10 no.10
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    • pp.465-473
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    • 2012
  • The mobile devices and cloud computing technology introduced new content services such as N-Screen service. The DRM techniques have been developed to support interoperability and multi-platform for new environment of content service. Nevertheless, it is still inconvenient for the consumers to purchase a new DRM-supported device or to migrate some purchased contents into new device due to the change of the subscription of service. Therefore, in this paper, cloud-based DRM model which is referred as DRMaaS (DRM-as-a-Service) model, is proposed to allow the consumer to freely use and move some DRM-protected contents in various smart devices regardless of subscription of service.

A Study on development of privacy indicators in the context of cloud service level agreement (클라우드 개인정보보호를 위한 SLA 지표 개발)

  • Kim, Jungduk;Park, Dae-Ha;Youm, Heung-Youl
    • Journal of Digital Convergence
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    • v.13 no.2
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    • pp.115-120
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    • 2015
  • As the cloud services, the underlying technology of the digital convergence environment, have been widely adopted in the business, personal information protection has been recognized as one of the major issues to resolve. When cloud services are used to process the personal information, the personal information protection law speculates the establishment of a contract or service level agreement(SLA). This research presents 7 privacy indicators and 13 metrics which can be included in cloud SLA, based on the analysis of related regulation and standards and the SMART(Specific, Measurable, Action-oriented, Relevant and Timely) model. The proposed indicators are examined using the Focus Group Interview method in terms of materiality and feasibility. The results show that all the proposed indicators are meaningful and useful.

Traditional Culture's Cloud Digital Archive by approach to the Convergence (융복합 접근을 통한 고전문학 클라우드 디지털 아카이브)

  • Kim, Dong-Gun;Jeong, Hwa-Young
    • Journal of Advanced Navigation Technology
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    • v.16 no.1
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    • pp.116-121
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    • 2012
  • This research aimed an application method to connect traditional culture and information technology that is one of the digital convergence area. For this purpose, we proposed cloud digital archive framework for traditional culture. Actually, cloud computing environment is one of new technology trend and would be a important keyword for information technology. This research focus on functional framework that is able to support service in cloud computing environment to connect pansori archive model, one of traditional culture. We also make a data structure and metadata by each characteristics, and insert a service framework to support pansori archive. This structure consists of data evaluation, preservation, and access process. This archive has a relation model with digital archive and metadata.

Cybersecurity Audit of 5G Communication-based IoT, AI, and Cloud Applied Information Systems (5G 통신기반 IoT, AI, Cloud 적용 정보시스템의 사이버 보안 감리 연구)

  • Im, Hyeong-Do;Park, Dea-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.3
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    • pp.428-434
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    • 2020
  • Recently, due to the development of ICT technology, changes to the convergence service platform of information systems are accelerating. Convergence services expanded to cyber systems with 5G communication, IoT, AI, and cloud are being reflected in the real world. However, the field of cybersecurity audit for responding to cyber attacks and security threats and strengthening security technology is insufficient. In this paper, we analyze the international standard analysis of information security management system, security audit analysis and security of related systems according to the expansion of 5G communication, IoT, AI, Cloud based information system security. In addition, we design and study cybersecurity audit checklists and contents for expanding security according to cyber attack and security threat of information system. This study will be used as the basic data for audit methods and audit contents for coping with cyber attacks and security threats by expanding convergence services of 5G, IoT, AI, and Cloud based systems.

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.

Interaction Logic and Algorithm in Smart Cloud Computing (스마트 클라우드 컴퓨팅의 상호작용 로직 및 알고리즘)

  • Lee, Tae-Gyu;Shin, Seong-Yoon;Lee, Hyun-Chang
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.203-206
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    • 2014
  • This paper discuss both cloud computing and smart computing, and then debates structural and functional issues about how the two computing systems interact for offering user-friendly information solutions. Smart Table is proposed to configure cloud resources. Smart Control algorithm is proposed to choose the best resources. The information interaction between cloud computing and smart computing services is realized for efficient construction of information systems and for user's convenience of information services.

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Analysis of Research Trends in Cloud Security Using Topic Modeling and Time-Series Analysis: Focusing on NTIS Projects (토픽모델링과 시계열 분석을 활용한 클라우드 보안 분야 연구 동향 분석 : NTIS 과제를 중심으로)

  • Sun Young Yun;Nam Wook Cho
    • Convergence Security Journal
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    • v.24 no.2
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    • pp.31-38
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    • 2024
  • Recent expansion in cloud service usage has heightened the importance of cloud security. The purpose of this study is to analyze current research trends in the field of cloud security and to derive implications. To this end, R&D project data provided by the National Science and Technology Knowledge Information Service (NTIS) from 2010 to 2023 was utilized to analyze trends in cloud security research. Fifteen core topics in cloud security research were identified using LDA topic modeling and ARIMA time series analysis. Key areas identified in the research include AI-powered security technologies, privacy and data security, and solving security issues in IoT environments. This highlights the need for research to address security threats that may arise due to the proliferation of cloud technologies and the digital transformation of infrastructure. Based on the derived topics, the field of cloud security was divided into four categories to define a technology reference model, which was improved through expert interviews. This study is expected to guide the future direction of cloud security development and provide important guidelines for future research and investment in academia and industry.