• Title/Summary/Keyword: Real Time Framework

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Real time predictive analytic system design and implementation using Bigdata-log (빅데이터 로그를 이용한 실시간 예측분석시스템 설계 및 구현)

  • Lee, Sang-jun;Lee, Dong-hoon
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.25 no.6
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    • pp.1399-1410
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    • 2015
  • Gartner is requiring companies to considerably change their survival paradigms insisting that companies need to understand and provide again the upcoming era of data competition. With the revealing of successful business cases through statistic algorithm-based predictive analytics, also, the conversion into preemptive countermeasure through predictive analysis from follow-up action through data analysis in the past is becoming a necessity of leading enterprises. This trend is influencing security analysis and log analysis and in reality, the cases regarding the application of the big data analysis framework to large-scale log analysis and intelligent and long-term security analysis are being reported file by file. But all the functions and techniques required for a big data log analysis system cannot be accommodated in a Hadoop-based big data platform, so independent platform-based big data log analysis products are still being provided to the market. This paper aims to suggest a framework, which is equipped with a real-time and non-real-time predictive analysis engine for these independent big data log analysis systems and can cope with cyber attack preemptively.

Implementation of QoS-Measuring System for Voice over IP (VoIP(Voice over Internet Protocol) 품질 측정을 위한 UA(User Agent) 및 서버 기능 연구)

  • Kang, Hyun-Joong;Nam, Heung-Woo
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.1 s.45
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    • pp.137-144
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    • 2007
  • Advances in networking technology digital media, and codecs have made it possible for the Internet evolves into a Broadband convergence Network (BcN) and provides various services including Voice over Internet Protocol (VoIP) and IPTV over their high-speed IP networks. In order for the Internet to make a profit as traditional Public Switched Telephone Network (PSTN), it must provide high qualify VoIP services. Therefore, real time qualify measurement framework is the most important requisite to provide VoIP service. For this, IETF (Internet Engineering Task Force) defined RTCP-Extended Reports (RTCP-XR) that extend RTCP (Real-Time Transport Protocol Control Protocol). However, procedure and method tot actually VoIP qualify measurement did not recommended nothing but defined item to measure voice quality. Our objective in this paper is to describes a practical measuring framework for end-to-end QoS of switched voice packet in an IP environment. It includes concepts as well as step-by-step procedures for measuring packetized voice streams. It also proposes new formats that extend RTCP-XR's concept.

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CPC Framework for B2B Electronic Commerce (B2B 전자거래를 위한 협업적 제품거래 프레임워크)

  • 김형선;박진섭
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.26 no.2
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    • pp.29-34
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    • 2003
  • With the recent trends of electronic commerce moving from B2C to B2B, Collaborative Product Commerce (CPC) is widely adopted as a part of B2B in the virtual collaborative environment. This paper proposes an integrated CPC framework supporting collaborative works between businesses by sharing product data and collaborative process between global enterprises and their customers, who are related to product life cycle, and integrating application systems in order to realize a true B2B electronic commerce. To integrate into a loosely coupled structure, various web service technologies such as XML, SOAP, WSDL and UDDI are utilized as its fundamentals and on that basis, a CPC integration framework is implemented through the Internet to support real-time operation providing interoperability among all the different applications operated on various platforms which have been developed using different languages and adopted by different companies.

A Design and Implementation of Web Based Real-Time Multimedia Streamming using Java Media Framework (Java Media Framework을 이용한 웹 기반 실시간 멀티미디어 스트림 전송의 설계 및 구현)

  • 김원현;김윤호
    • Proceedings of the Korea Multimedia Society Conference
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    • 2000.11a
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    • pp.62-65
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    • 2000
  • 본 논문에서는 Sun의 JMF(Java Media Framework)를 이용하여 웹 기반 실시간 스트리밍 시스템의 설계 및 구현을 제시한다. 웹 기반 실시간 스트리밍 시스템 구현은 미디어 소스의 채택 부분에서 볼 때 크게 두 부분으로 나누어질 수 있는데, 첫 번째는 서버 측의 로컬 파일 시스템에서 미디어를 읽어오는 On-Demand 형식의 PULL 방식과 두 번째는 캡처된 영상 또는 음성을 RTP를 이용하여 실시간 처리할 수 있는 PUSH 방식을 들 수 있다. PULL 방식의 경우, 미디어파일들을 DB화시켜 JDBC를 이용하여 On-Demand 재생을 구성할 수 있으며, PUSH 방식의 경우, 각종 캡쳐 장비를 이용하여 얻은 미디어 소스를 RTP 송신하여 실시간 미디어 재생을 구성할 수 있다.

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Flexible Integration of Models and Solvers for Intuitive and User-Friendly Model-Solution in Decision Support Systems (의사결정지원시스템에서 직관적이고 사용자 친숙한 모델 해결을 위한 모델과 솔버의 유연한 통합에 대한 연구)

  • Lee Keun-Woo;Huh Soon-Young
    • Journal of the Korean Operations Research and Management Science Society
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    • v.30 no.1
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    • pp.75-94
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    • 2005
  • Research in the decision sciences has continued to develop a variety of mathematical models as well as software tools supporting corporate decision-making. Yet. in spite of their potential usefulness, the models are little used in real-world decision making since the model solution processes are too complex for ordinary users to get accustomed. This paper proposes an intelligent and flexible model-solver integration framework that enables the user to solve decision problems using multiple models and solvers without having precise knowledge of the model-solution processes. Specifically, for intuitive model-solution, the framework enables a decision support system to suggest the compatible solvers of a model autonomously without direct user intervention and to solve the model by matching the model and solver parameters intelligently without any serious conflicts. Thus, the framework would improve the productivity of institutional model solving tasks by relieving the user from the burden of leaning model and solver semantics requiring considerable time and efforts.

Developing a framework for evaluation of investment performance on u-Farm business (u-Farm 투자성과평가를 위한 프레임워크 개발 및 실증연구)

  • Park, Heun Dong;Park, Ji Sub;Kim, Hanul
    • Agribusiness and Information Management
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    • v.1 no.2
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    • pp.23-42
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    • 2009
  • As technology develops, more advanced technologies involving GPS, GIS, RFID and sensor networks have been adopted in agriculture sector for u-Farm. However, technology adoptions have been evaluated as ineffective. Farmers and agri-business have low level of understanding on technology so it is not efficiently utilized. This study introduces a case of RFID/sensor networks of mushroom farm as a u-Farm case study, focusing on developing a framework for analysis of u-Farm investment returns. RFID and sensor networks improve real-time production control, processing management, and traceability. Integration of RFID and sensor networks leads to innovation into the mushroom farm, reducing labor cost, increasing productivity, and improving quality of the mushroom. The ROI which is used as an indicator of performance indicator is 413%.

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Restructure Recommendation Framework for Online Learning Content using Student Feedback Analysis (온라인 학습을 위한 학생 피드백 분석 기반 콘텐츠 재구성 추천 프레임워크)

  • Choi, Ja-Ryoung;Kim, Suin;Lim, Soon-Bum
    • Journal of Korea Multimedia Society
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    • v.21 no.11
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    • pp.1353-1361
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    • 2018
  • With the availability of real-time educational data collection and analysis techniques, the education paradigm is shifting from educator-centric to data-driven lectures. However, most offline and online education frameworks collect students' feedback from question-answering data that can summarize their understanding but requires instructor's attention when students need additional help during lectures. This paper proposes a content restructure recommendation framework based on collected student feedback. We list the types of student feedback and implement a web-based framework that collects both implicit and explicit feedback for content restructuring. With a case study of four-week lectures with 50 students, we analyze the pattern of student feedback and quantitatively validate the effect of the proposed content restructuring measured by the level of student engagement.

A linked data system framework for sharing construction defect information

  • Lee, Doyeop;Park, Chansik
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.232-235
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    • 2015
  • Defect data contains experiential knowledge about specific work conditions. And the number of projects performed by a company is too limited for an individual to experience the various defects under the current complex construction environment. Therefore, in order to manage and prevent a reoccurrence of defects, a proper data feedback mechanism is required. However, most defect data are stored in unstructured ways, resulting in the fundamental problem of data utilization. In this paper, a new framework is proposed by using linked data technologies to improve defect data utilization. The target of this framework is to convert defect data to the ontology-based linked data format for sharing defect data from different data sources. To demonstrate it, some technical solutions are implemented by using real cases. The proposed approach can reduce data search time and improve the accuracy of search results as well. Moreover, the proposed approach can be applied to other domains that need to refer to external sources such as safety, specification, product, and regulation.

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A Computer Vision Approach for Identifying Acupuncture Points on the Face and Hand Using the MediaPipe Framework (MediaPipe Framework를 이용한 얼굴과 손의 경혈 판별을 위한 Computer Vision 접근법)

  • Hadi S. Malekroodi;Myunggi Yi;Byeong-il Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.563-565
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    • 2023
  • Acupuncture and acupressure apply needles or pressure to anatomical points for therapeutic benefit. The over 350 mapped acupuncture points in the human body can each treat various conditions, but anatomical variations make precisely locating these acupoints difficult. We propose a computer vision technique using the real-time hand and face tracking capabilities of the MediaPipe framework to identify acupoint locations. Our model detects anatomical facial and hand landmarks, and then maps these to corresponding acupoint regions. In summary, our proposed model facilitates precise acupoint localization for self-treatment and enhances practitioners' abilities to deliver targeted acupuncture and acupressure therapies.

Trends of SOC & SIEM Technology for Cybersecurity (Cybersecurity를 위한 SOC & SIEM 기술의 동향)

  • Cha, ByungRae;Choi, MyeongSoo;Kang, EunJu;Park, Sun;Kim, JongWon
    • Smart Media Journal
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    • v.6 no.4
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    • pp.41-49
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    • 2017
  • According to the occurrence of many security incidents, the SOC(Security Operation Center) and SIEM(Security Information & Event Management) are concentrated recently. The various studies and commercial products of the information security industry are being released. As reflected in this situation, NIST in the US is publishing and revising the document about the Cybersecurity Framework. In this study, we investigated the NIST's Cyberseurity Framework, trends in SOC and SIEM security technologies and solutions, and also introduce the open source Apache Metron of a real-time Bigdata security tool.