• Title/Summary/Keyword: 데이터 모니터링

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Policy-based In-Network Security Management using P4 Network DataPlane Programmability (P4 프로그래머블 네트워크를 통한 정책 기반 인-네트워크 보안 관리 방법)

  • Cho, Buseung
    • Convergence Security Journal
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    • v.20 no.5
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    • pp.3-10
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    • 2020
  • Recently, the Internet and networks are regarded as essential infrastructures that constitute society, and security threats have been constantly increased. However, the network switch that actually transmits packets in the network can cope with security threats only through firewall or network access control based on fixed rules, so the effective defense for the security threats is extremely limited in the network itself and not actively responding as well. In this paper, we propose an in-network security framework using the high-level data plane programming language, P4 (Programming Protocol-independent Packet Processor), to deal with DDoS attacks and IP spoofing attacks at the network level by monitoring all flows in the network in real time and processing specific security attack packets at the P4 switch. In addition, by allowing the P4 switch to apply the network user's or administrator's policy through the SDN (Software-Defined Network) controller, various security requirements in the network application environment can be reflected.

Ocean Fog Detection Alarm System for Safe Ship Navigation (선박 안전항해를 위한 해무감지 경보 시스템)

  • Lee, Chang-young
    • Journal of Advanced Navigation Technology
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    • v.24 no.6
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    • pp.485-490
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    • 2020
  • Recently, amid active research on domestic shipbuilding industry and IT convergence technology, with the development of satellite detection technology for ship safety operation, ships monitored the movement of ships with the mandatory long-range identification & tracking of vessels and automatic identification system. It is possible to help safe navigation, but it is necessary to develop safety device that alert the marine officer who rely on radar to correct conditions in case of weightlessness. Therefore, an ocean fog alarm system was developed to detect and inform using photo sensors. The fabricated ocean fog detect and alarm system consists of a small, low-power optical sensor transceiver and data sensing processing module. Through experiment, it is confirmed that the fabricated ocean fog detect and alarm system measure the corresponding concentration of ocean fog for fogless circumstance and fogbound circumstance, respectively. Furthermore, the fabricated system can control RPM of ship engine according to the concentration of ocean fog, and consequently, the fabricated system can be applied to assistant device for ship safety operation.

A Study on Disease Prediction of Paralichthys Olivaceus using Deep Learning Technique (딥러닝 기술을 이용한 넙치의 질병 예측 연구)

  • Son, Hyun Seung;Lim, Han Kyu;Choi, Han Suk
    • Smart Media Journal
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    • v.11 no.4
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    • pp.62-68
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    • 2022
  • To prevent the spread of disease in aquaculture, it is a need for a system to predict fish diseases while monitoring the water quality environment and the status of growing fish in real time. The existing research in predicting fish disease were image processing techniques. Recently, there have been more studies on disease prediction methods through deep learning techniques. This paper introduces the research results on how to predict diseases of Paralichthys Olivaceus with deep learning technology in aquaculture. The method enhances the performance of disease detection rates by including data augmentation and pre-processing in camera images collected from aquaculture. In this method, it is expected that early detection of disease fish will prevent fishery disasters such as mass closure of fish in aquaculture and reduce the damage of the spread of diseases to local aquaculture to prevent the decline in sales.

Design and Function Analysis of Dust Measurement Platform based on IoT protocol (사물인터넷 프로토콜 기반의 미세먼지 측정 플랫폼 설계와 기능해석)

  • Cho, Youngchan;Kim, Jeongho
    • Journal of Platform Technology
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    • v.9 no.4
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    • pp.79-89
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    • 2021
  • In this paper, the fine dust (PM10) and ultrafine dust (PM2.5) measurement platforms are designed to be mobile and fixed using oneM2M, the international standard for IoT. The fine dust measurement platform is composed and designed with a fine dust measurement device, agent, oneM2M platform, oneM2M IPE, and monitoring system. The main difference between mobile and fixed is that the mobile uses the MQTT protocol for interconnection between devices and services without blind spots based on LTE connection, and the fixed uses the LoRaWAN protocol with low power and wide communication range. Not only fine dust, but also temperature, humidity, atmospheric pressure, volatile organic compounds (VOC), carbon monoxide (CO), sulfur dioxide (SO2), nitrogen dioxide (NO2), and noise data related to daily life were collected. The collected sensor values were managed using the common API provided by oneM2M through the agent and oneM2M IPE, and it was designed into four resource types: AE and container. Six functions of operability, flexibility, convenience, safety, reusability, and scalability were analyzed through the fine dust measurement platform design.

The Digital Redundancy Design for Back-up Mode Operation of Aviation Intercom (항공용 인터콤의 백업 모드 운용을 위한 디지털 방식의 이중화 설계)

  • Jeong, Seong-jae;Cho, Kyung-hak;Kim, Dong-hyouk;Lee, Seong-woo
    • Journal of Advanced Navigation Technology
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    • v.26 no.5
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    • pp.358-364
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    • 2022
  • The Inter Communication System for avionics is in charge of processing all voice signals that internal calls between Pilot and Co-pilot, internal calls between Pilots and Crews, external calls through communication equipment such as Ultra/Very High Frequency Receiver/Transmitter(U/VHF RT), audio signal monitoring for navigation and mission equipment such as VHF Omnidirectional Range/Instrument Landing System(VOR/ILS), Tactical Air Navigation(TACAN), audio signal output for voice recording to Flight Data Recorder(FDR) and Data Transfer System(DTS), and warning/caution audio signal generate about the status and threat of aircraft. Because Inter Communication System for avionics is sensitive to noise in the case of analog audio signals, a redundant design that can protect audio signal from electromagnetic noise inside/outside of aircraft is required for the mission of pilots and crews. In this paper, Normal/Back-up operation mode and redundancy design plan based on digital method for the redundancy of the digital Inter Communication System for avionics and manufacturing, verification results are described.

InfoDID: A robust user information management serivce based on Decentralized Identifiers

  • Kwon, Min-Ho;Lee, Myung-Joon
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.4
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    • pp.75-84
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    • 2021
  • In this paper, we introduce InfoDID, a robust user information management service based on DID that manages user information reliably. Since blockchain technology provides an environment in which data can be handled transparently on a decentralized basis, various services using blockchain are currently being developed As the importance of user's personal information has recently emerged, the DID technology is receiving attention. The technology allows a user to control his or her information through decentralized identifiers, and various information management services are being tried based on the technology. Using blockchain-based DID technology, InfoDID reliably controls personal information requested frequently, helping users to provide their information to other services more conveniently. In addition, to support service continuity, InfoDID uses BR2K technique that provides robust execution of blockchain application services, so that even partial service failures can be systematically recovered. To facilitate this operation, we present a replication status monitoring tool that can continuously check the replication states of blockchain application services running in association with the BR2K technique such as InfoDID.

An Analysis of Correlation Between Metacognition and Digital Library Searching Behavior

  • Heesop, Kim;Aluko Ademola, Mayokun
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.3
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    • pp.75-82
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    • 2023
  • The main purpose of this study is to analyze the metacognition of digital library search behavior of college students and to provide a fundamental data for the designing a user-centered online information retrieval system to find more optimal search results. In order to achieve the purpose of this study, metacognition was classified into the five main categories, including schema-training, planning, monitoring, evaluation, and transfer, and a total of twenty subcategories were included. A total of 112 students participated in the online questionnaire. The collected data were analyzed using SPSS version 26, and it was found that there was a significant correlation between metacognition of college students and their digital library searching behavior. In particular, the digital library search experience was found to be the strongest factor to be considered as the most important variable in digital library design based on the aspect of user metacognition.

Role Based Smart Health Service Access Control in F2C environment (F2C 환경에서 역할 기반 스마트 헬스 서비스 접근 제어)

  • Mi Sun Kim;Kyung Woo Park;Jae Hyun Seo
    • Smart Media Journal
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    • v.12 no.7
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    • pp.27-42
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    • 2023
  • The development of cloud services and IoT technology has radically changed the cloud environment, and has evolved into a new concept called fog computing and F2C (fog-to-cloud). However, as heterogeneous cloud/fog layers are integrated, problems of access control and security management for end users and edge devices may occur. In this paper, an F2C-based IoT smart health monitoring system architecture was designed to operate a medical information service that can quickly respond to medical emergencies. In addition, a role-based service access control technology was proposed to enhance the security of user's personal health information and sensor information during service interoperability. Through simulation, it was shown that role-based access control is achieved by sharing role registration and user role token issuance information through blockchain. End users can receive services from the device with the fastest response time, and by performing service access control according to roles, direct access to data can be minimized and security for personal information can be enhanced.

Multi-Section Flow Measurement Method Using Radar(Electromagnetic) Surface Flow meter (레이더(전자파) 표면유속계를 이용한 다측점 유량측정 방법)

  • Kwang Tae Choi;Jang Hyun Sung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.449-449
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    • 2023
  • 유량은 도섭법, 보트법, 횡측선법, 교량법 및 부자법 등 다양한 방법으로 측정되는데, 이들 측정방법 모두 많은 수의 관측자를 필요로 한다. 이들은 하천에 직접 들어가서 측정하거나, 인공구조물인 교량과 재방에서 측정되는데, 도섭법, 보트법, 횡측선법이 전자이며, 고수위 및 고유속으로 하천에 들어가지 못하는 경우에는 교량법 및 부자법을 사용하여 유량을 측정한다. 최근 지구 온난화로 따른 이상 기후가 빈번히 발생하고 있으며, 이로 인한 많은 피해가 발생하고 있어, 하천 수위, 유속 모니터링에 대한 중요성이 더 커지고 있다. 2022년 1월부터 시행 중인 「중대재해처벌법」으로 집중호우 및 일몰 이후에는 안전상의 문제로 유량측정이 어려운 상황으로 필요한 시기에 유량 데이터를 확보에 제약이 있다. 이에 관측자 없이도 유량을 측정할 수 있는 방법을 이용하여 중대 재해의 위험성을 해소하고자 하였다. 유량측정 방법으로 설치 회수가 용이한 비접촉 방식에서 영상표면유속측정 방식과 레이더(전자파)표면 유속측정 방식 중, 집중호우 및 태풍 발생 중 가시성이 확보되지 않아도 측정이 가능한 레이더(전자파) 표면유속계를 이용한 다측점 유량측정 방법을 개발하였다. 비접촉 다측점 유량측정시스템 Master 1대에 8대의 Slave를 연결할 수 있어 총 9개의 측선을 측정할 수 있게 개발하였다. 특히, 하천 및 수로 등의 표면 유속을 비접촉으로 측정하고 하천 단면을 이용하여 유량측정이 가능한 장비로 별도의 수중 및 수상 주조물 작업이 필요 없고 장비의 손상 및 유실 가능성이 거의 없고 역류 상태에서도 측정이 가능하다. 유속은 24GHz의 레이더 주파수를 송수신하여 도플러 변이를 이용하여 측정하였고, 수위는 80GHz의 레이더 주파수를 사용하여 왕복 시간을 거리로 환산하여 측정하였다. 유량은 각각의 유속계에 단면을 입력해 놓으면 유속분포법, 중간단면적법 및 지표유속법을 적용하여, 각각의 측선에 대한유량과 총 유량을 산출하였다. 그 결과, 기존 방식 대비 상당한 개선 효과를 확인하였고, 향후 환경부 등 중앙부처의 수문조사 사업에서 그 역할이 기대된다.

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Construction of integrated DB for domestic water-cycle system and short-term prediction model (생활용수 물순환 계통 통합 DB 및 단기예측모형 구축)

  • Seungyeon Lee;Sangeun Lee
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.362-362
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    • 2023
  • 한정된 수자원의 이용 및 관리로 매년 물 부족과 물 배분 의사결정 문제가 발생하고 있다. 50년간(1965~2014년) 수자원의 총량은 약 1.2배 증가한 반면 인구수 약 1.8배, 생·공·농업용수의 수요는 약 5배가 증가(국회입법조사처, 2018) 했을 뿐 아니라, 기후변화의 영향으로 인한 강수량의 변화와 지역별 편차가 커져 지속가능한 물관리 필요성이 증대되고 있다. 따라서 효율적인 물관리를 위해서는 관리부처가 분절되어 있는 물순환 계통의 데이터를 통합하는 것이 우선시되어야 하고 이를 통해 물순환 모니터링/평가/예측 기술을 개발할 수 있다. 본 연구에서는 생활용수 물순환 계통 통합 DB를 정의 및 구축하였다. 도시의 관점에서 물순환 시스템을 순차적으로 물 유입(수원~취수장)/전달(정수장~급수지역)/유출(하(폐)수처리장~방류구)의 개념으로 설정하고 DB정의서를 마련하였다. 연구대상지는 가뭄이 장기화가 되고 있는 전라남도중 물순환 계통이 비교적 단순한 네트워크로 형성되어 있는 함평군 도시지역으로 선정하였다. 연구 기간은 총 5년(2017년 1월 1일~2021년 12월 31일)이고 일 단위 실계측자료 위주의 원자료를 구축하였다. 이를 이상치 탐지, 제거, 대체의 과정을 거쳐 품질 보정하고 정제된 시계열 자료에 대한 특성 분석을 하였다. 그 결과, 물순환 계통 내 주요 지점 간의 상관관계 및 지연시간을 통한 물흐름의 시계열적 특성을 파악할 수 있었으며 모형의 적합도를 판단하는 데 활용되는 통계량과 유의미하지 않은 잔차의 자기상관성을 볼 때 물 유입-전달-유출의 단기 예측을 위한 ARIMA(Auto-regressive Integrated Moving Average) 모형의 구축도 가능할 것으로 판단되었다. 다만 여름철 발생하는 방류량의 첨두값을 설명하기 위해서는 강우에 의한 불명수 발생으로 증가하는 방류량을 묘사할 수있어야 하므로 향후에는 물순환계통 외 해당 지역의 불명수(강우 효과)도 하수 방류량의 주요 입력 요인으로 추가 검토할 필요가 있다.

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