• 제목/요약/키워드: scientific technologies

검색결과 425건 처리시간 0.023초

하둡 기반 대규모 작업 배치 및 처리 기술 설계 (Design of a Large-scale Task Dispatching & Processing System based on Hadoop)

  • 김직수;구엔 카오;김서영;황순욱
    • 정보과학회 논문지
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    • 제43권6호
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    • pp.613-620
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    • 2016
  • 본 논문에서는 대규모의 작업을 고성능으로 처리하기 위한 Many-Task Computing(MTC) 기술을 기존의 빅데이터 처리 플랫폼인 Hadoop에 적용하기 위한 MOHA(Many-Task Computing on Hadoop) 프레임워크에 대해 기술한다. 세부적으로는 MOHA의 기본 개념과 개발 동기, 분산 작업 큐에 기반한 PoC(Proof-of-Concept) 수행 결과를 제시하고 향후 연구 방향에 대해서 논의하고자 한다. MTC 응용은 각각의 태스크들이 요구하는 I/O 처리량은 상대적으로 많지 않지만, 동시에 대량의 태스크들을 고성능으로 처리해야하고 이들이 파일을 통해서 통신한다는 특징을 가지고 있다. 따라서 기존의 상대적으로 큰 데이터 블록 사이즈에 기반한 Hadoop 응용과는 또 다른 패턴의 데이터 집약형 워크로드라고 할 수 있다. 이러한 MTC 기술과 빅데이터 기술의 융합을 통해 멀티 응용 플랫폼으로 진화하고 있는 Hadoop 생태계에 신규 프레임워크로서 대규모 계산과학 응용을 실행할 수 있는 MOHA를 추가하여 기여할 수 있을 것이다.

World Class SI 기업으로의 도약 : 핵심 경쟁력 확보를 위한 R&D 모델 개발 (A R&D Model for Korean SI Companies' International Competitiveness)

  • 이연희;최진영
    • 한국IT서비스학회지
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    • 제2권2호
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    • pp.15-29
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    • 2003
  • This thesis suggests a R&D model for Korean SI companies who aggressively drive oversea business to overcome domestic market limitation and to become world class SI players. Even though there have been a lot of discussions on IT technologies and new business models, scientific approach to a R&D model for SI companies is rare due to its natural distinctiveness from manufacturing and general service domain. Therefore, this will be a flagship thesis to keep up our study. As business market environment gets more competitive, major Korean SI players will be confronted with much more keen competition among themselves. And as they are willing to expand their oversea market presence, they can not help struggling against global SI players. So, here we are presenting SI players the reinforcement of R&D as one of the key components to build up their own core competencies. That is, SI players have to adopt and evaluate fast changing and complicated IT technologies at the right time, and to apply them into a real business with cost-effective service delivery and operation processes internally. The ultimate purpose of all of these activities is to offer a SI company the value added business model based on its innovative technical capabilities and well refined service deliver model. For this purpose, we suggests, SI company's R&D has to play an important role of emerging technology verification/evaluation/utilization, value added business model creation, future innovation lead, standard body participation, and effective service delivery and quality system development. To become a more effective R&D organization, hybrid R&D, in which central R&D and divisional sub R&D work together, is considered as an idea model. The reliability of the R&D model for Korean SI companies', here we suggest, has been checked by SI companies R&D specialists and on-site business people.

트래픽 스케줄링 기반 데이터 중복 회피 알고리즘 (Data Overlap Avoidance Algorithm Based on Traffic Scheduling)

  • 최명수;김범무;이성로
    • 한국통신학회논문지
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    • 제39C권9호
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    • pp.841-851
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    • 2014
  • 동일한 주파수 대역을 공유하는 무선기술들은 상호 간섭에 의해 가끔 심각한 성능저하를 일으킨다. 본 논문에서는 근거리 4S (Ship to Ship, Ship to Shore) 해상채널 환경에서 상호 간섭에 의한 성능저하를 개선하기 위해 2.4GHz의 ISM 대역에서 동작하는 서로 다른 통신방식에서 트래픽 스케줄링을 기반의 중복회피 알고리즘을 제안하였다. 특히 IEEE 802.11의 WLAN과 블루투스의 데이터 전송을 고려하여 두 시스템들이 서로 독립적으로 동작할 때 제안된 알고리즘이 동작하는 것을 보인다. 모의실험 결과에 따르면, 제안된 알고리즘은 데이터 전송시 추가적인 작은 지연으로 WLAN과 블루투스 사이에서 간섭을 완화시킴을 확인할 수 있었다.

연구지형탐색을 통한 지역특화 미래기술전망 (Overview of Region-oriented Technologies through R&D Topographical Landscape)

  • 한혁;이준영;강종석
    • 한국전자통신학회논문지
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    • 제8권11호
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    • pp.1625-1632
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    • 2013
  • 본 논문에서는 지난 정부에서 추진된 제 3차 지방과학기술진흥정책('08-'12)의 일환으로 추진된 지역 연구활동에 있어서 기초분야 연구 성과물을 대상으로 16개 지역별로 연구 활동도 및 수준, 연구 생산성을 비교 분석 하였다. 각 지역별 연구 생산성의 비교는 연구 인프라(대학, 연구인력 등)의 비편재 요소를 고려하여 비교대상의 객관성을 고려하였다. 특히, 경남지역에서 산출된 대상기간 동안의 모든 기초분야 논문을 모집단으로하여 연구개발 지형도를 구현하고, 기 발표된 해당지역 미래전략산업과의 연계성을 고찰하였다. 따라서 미래전략산업과 연구지형에서 파악된 지역 역량이 집중된 기초분야와의 연계매트릭스를 통해 현재의 내재된 기초역량과 대응되는 미래기술 및 산업을 조망하였다.

ICT 융합 지자체 교량 유지관리 시스템개발 (Development of Information & Communications Technologies Merged Municipal Government Bridge Maintenance System)

  • Yun, Youngman
    • 한국재난정보학회 논문집
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    • 제13권4호
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    • pp.476-482
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    • 2017
  • 지자체에서 관리하는 교량에 대해서 과학적이고 체계적인 유지관리 표준안과 정량화된 데이터기반을 통한 예산확보 및 집행의 과학화를 위해 지자체관리용 교량 유지관리시스템이 필요한 실정이다. 본 연구는 지자체에서 유지관리하고 있는 소규모 교량의 효율적인 관리를 위한 시스템 개발을 목표로 하며 BIM/GIS기술 등의 ICT융합기술을 사용하였다. 시스템개발의 세부내용으로는 모바일 기기용 소규모 교량 유지관리 프로그램 개발, 소규모 교량 유지관리 데이터베이스 개발, 소규모 교량 통합유지관리 개발이며 지자체에서 관리하는 소규모 교량의 테스트베드 구축 및 운영내용을 확인하여 개발한 프로그램 시스템의 신뢰성을 얻었다. 개발된 프로그램 시스템을 무전원방식의 교량 스마트 명판제작 및 Reader모듈 개발로 연계하였다.

방사선 기술정보 분석을 통한 정보표준분류체계(안) 마련 및 시스템 적용요건 도출 (Provision of a Draft Version for Standard Classification Structure for Information of Radiation Technologies through Analyzing Their Information and Derivation of Its Applicable Requirements to the Information System)

  • 장솔아;김주연;유지엽;신우호;박태진;송명재
    • 방사선산업학회지
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    • 제9권1호
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    • pp.29-35
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    • 2015
  • Radiation technology is the one for developing new products or processes by applying radiation or for creating new functions in industry, research and medical fields, and its application is increasing consistently. For securing an advanced technology competitiveness, it is required to create a new added value by information consumer through providing an efficient system for supporting information, which is the infrastructure for research and development, contributed to its collection, analysis and use with a rapidity and structure in addition to some direct research and development. Provision of the management structure for information resources is especially crucial for efficient operating the system for supporting information in radiation technology, and then a standard classification structure of information must be first developed as the system for supporting information will be constructed. The standard classification structure has been analyzed by reviewing the definition of information resources in radiation technology, and those classification structures in similar systems operated by institute in radiation and other scientific fields. And, a draft version of the standard classification structure has been then provided as 7 large, 25 medium and 71 small classifications, respectively. The standard classification structure in radiation technology will be developed in 2015 through reviewing this draft version and experts' opinion. Finally, developed classification structure will be applied to the system for supporting information by considering the plan for constructing this system and database, and requirements for designing the system. Furthermore, this structure will be designed in the system for searching information by working to the individual need of information consumers.

석탄발전산업을 위한 지능형 CCTV 기반 스마트안전관리시스템 개발 연구 (Development of a CCTV Based Smart Safety Management System in Thermal Power Plants)

  • 송호준;고건실;신완선
    • 산업경영시스템학회지
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    • 제44권3호
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    • pp.50-63
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    • 2021
  • There has been a steady rate of accident in Coal Thermal Power Plants which have relatively higher chance of mortality. However, neither the systematic view of safety management nor the methodology such as safety factors or system requirements are yet to be studied in detail. Therefore, this study aims to propose a methodology to preemptively deal with safety issues and to secure fact focused responsibility in safety. It consists of two main parts. First, the Safety Measurement Index(SMI) with total 50 factors is proposed by analyzing the key factors that contribute to safety accidents based on failure mode and effect analysis (FMEA) and quality function deployment (QFD). To analyze the safety requirements, index presented by major countries and organizations are discussed. Second, main features of intelligent CCTV are studied to determine their relative importance for the framework of Smart Safety Management System (SSMS). Main features are discussed with four technological steps. Also, QFD was held to analyze to analyze how key technologies deal with Quality Measurement Index(QMI). The research results of this study reveal that scientific approaches could be utilized in integrating CCTV technologies into a smart safety management system in the era of Industry 4.0. Moreover, this reasearch provides an specific approach or methodology for dealing with safety management in Coal Thermal Power Plant.

European Integration Processes for the Development of Future Foreign Language Specialists in the Information Society

  • Lazarenko, Natalia;Zadorozhna, Olga;Prybora, Tetiana;Shevchuk, Аndrii;Sulym, Volodymyr;Rudnytska, Nataliya
    • International Journal of Computer Science & Network Security
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    • 제21권12spc호
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    • pp.427-436
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    • 2021
  • The article reveals and theoretically substantiates the trends of foreign language teachers' professional training in universities of Ukraine in terms of European integration, which are systematized in three areas: macro-level (system of education), meso-level (universities) and micro-level (subjects of educational process). The article aims to substantiate the trends of foreign language teacher training in the context of European integration and the main directions of creative use of constructive ideas of European experience in the innovative development of education. The article lights up the system for improving foreign language teacher training in universities, which is based on updated goals, content and approaches to the implementation of basic concepts, principles and features of teacher training in European experience, enable us to improve the quality of teacher training, its competitiveness in the European labor market. In the article developed the conceptual model of strategic development of the university in the conditions of European integration. It is emphasized that information technologies provide great opportunities for the development of professional skills and intellectual potential of future professionals. At present, the computerization of the educational process in higher education institutions is considered as one of the first and most promising areas for improving the quality of education. The article offered directions of internationalization of educational activity of university in the conditions of European integration. Diagnostic tools for the development of the university in terms of integration into the European educational space, individual rating and ranking of structural units of the university have been developed; main directions of activity of the laboratory of the skill of the teacher of higher school and methodical recommendations on the creation and the organization of work of scientific laboratories.

의료기기 발전과 신의료기술평가 규제혁신 (Advanced medical devices and regulatory innovations in new health technology assessments)

  • 이유경
    • 대한의사협회지
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    • 제61권12호
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    • pp.702-705
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    • 2018
  • Advances in technology lead to advances in medical devices, and these advances have the positive effect of creating opportunities for beneficial developments in healthcare, such as innovating traditional healthcare processes or expanding opportunities for diagnosing and treating diseases. Nonetheless, device developers, suppliers, users, insurers, and patients all face the challenge of balancing patient safety and health effectiveness with a reasonable profit. In Korea, the New Health Technology Assessment system aims to introduce safe and effective health technology, but this is only effective for the entry of devices onto the healthcare market. This system is not enough for creating a healthy ecosystem in which high-quality technologies and devices survive in the market and naturally exit from the market if not successful. The nation must not lag in the rapid development of medical devices, but the concomitant requirement for patient safety is like two rabbits moving in different directions. There is not enough time to resolve each source of uncertainty for both developers and users. The early adoption of health technologies, including medical devices, offers new opportunities for treatment and diagnosis, but also poses unexpected health risks. Thus, we need to design a plan to generate scientific evidence related to medical devices after they introduced into practice. Additionally, regarding the use of individual medical devices, we believe that the creation of a healthy ecosystem for medical devices by implementing medical device surveillance culture is a way to manage the opportunities and risks of the early introduction of innovative medical devices.

클라우드 컴퓨팅기반 가축 질병 예찰 및 스마트 축사 통합 관제 시스템 (Livestock Disease Forecasting and Smart Livestock Farm Integrated Control System based on Cloud Computing)

  • 정지성;이명훈;박종권
    • 스마트미디어저널
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    • 제8권3호
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    • pp.88-94
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    • 2019
  • 가축 질병 발생시 신속하게 대처를 하지 못할 경우 그 피해가 막대하기 때문에 가축 질병은 축산업에서 매우 중요한 이슈이다. 가축 질병 발생으로 인한 문제를 해결하기 위해서는 가축 질병상태를 조기에 진단하고 체계적이며 과학적인 가축 사양기술의 개발이 필요하지만 국내에는 이러한 기술에 대한 연구가 미흡한 실정이다. 본 논문에서는 클라우드 컴퓨팅을 활용한 가축 질병 예찰 및 축사 통합 관제 시스템을 제안하고자 한다. 제안하는 시스템은 WSN과 어플리케이션을 통해 수집된 가축 및 축사관련 정보들을 데이터를 컬럼 지향 데이터베이스인 하둡 HBase를 이용하여 저장하고 관리하며, 맵리듀스 모델을 통한 병렬처리를 통해 가축 질병 예찰 및 축사 통합 관제 서비스를 제공한다. 또한 REST 기반의 웹서비스 제공을 통해 사용자는 PC, 모바일 기기 등 다양한 플랫폼으로 서비스를 제공받을 수 있다.