• Title/Summary/Keyword: Network traffic monitoring

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A Study on the Acquisition and Remote-transmission of the Multi measurement data (다중계측 데이터의 취득과 원격전송에 대한 연구)

  • 주귀영;최조천
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.10a
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    • pp.528-533
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    • 2000
  • This paper is concerned to remote monitoring It management system on the bring up house of agricultural, lomestic animal, aquatic products. That is necessary for traffic network and monitoring unit for transmission the environment data of temperature, humidity and electric etc.. This study is executed the experimental research for structure of system. which are composed sensing interface, multi-processing, traffic network and algorithm. Result, that is respected the effective management, increase of produce and prevent of calamity on the bring up house by low cost of set & remain.

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The Design for Traffic Container to use resources efficiently in DiffServ (DiffServ의 효율적인 자원활용을 위한 트래픽 컨테이너 설계)

  • Jang, Kyung-Sung;Kang, Dae-Wook
    • The KIPS Transactions:PartC
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    • v.11C no.1
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    • pp.115-122
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    • 2004
  • Diff-Serv is a mechanism by which network service providers can offer differing levels of network service to different traffic, in so providing quality of service (QoS) to their customers. Because this mechanism has been deployed just for fixed hosts with the Token Bucket mechanism, DiffServ have been suggested can not satisfy the mobility service or the differential serrlce for Individual traffics. In this paper, we suggest WFQ mechanism for traffic conditioner and scheduling method for monitoring the AggF(Aggregate Flow) which will be controlled in edge nodes and border routers. So it will control traffic rate dynamically and suggest efficient usability of bandwidth.

Hybrid Monitoring Scheme for End-to-End Performance Enhancement of Real-time Media Transport (실시간 미디어 전송의 종단간 성능 향상을 위한 혼성 모니터링 기법)

  • Park Ju-Won;Kim JongWon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.10B
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    • pp.630-638
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    • 2005
  • As real-time media applications based on IP multicast networks spread widely, the end-to-end QoS (quality of service) provisioning for these applications have become very important. To guarantee the end-to-end QoS of multi-party media applications, it is essential to monitor the time-varying status of both network metrics (i.e., delay, jitter and loss) and system metrics (i.e., CPU and memory utilization). In this paper, targeting the multicast-enabled AG (Access Grid) group collaboration tool based on multi-Party real-time media services, a hybrid monitoring scheme that can monitor the status of both multicast network and node system is investigated. It combines active monitoring and passive monitoring approaches to measure multicast network. The active monitoring measures network-layer metrics (i.e., network condition) with probe packets while the passive monitoring checks application-layer metrics (i.e., user traffic condition by analyzing RTCP packets). In addition, it measures node system metrics from system API. By comparing these hybrid results, we attempt to pinpoint the causes of performance degradation and explore corresponding reactions to improve the end-to-end performance. The experimental results show that the proposed hybrid monitoring can provide useful information to coordinate the performance improvement of multi-party real-time media applications.

Web-based Resource Usage Monitoring by Using Ping Message (PING 메시지를 이용한 웹 기반 자원 사용 감시)

  • Huang, Xiao;Chae, Jeong-Sik;Jeong, Dae-Ryeong;Jung, Heo-Kyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.05a
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    • pp.546-548
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    • 2011
  • Various technologies for resource monitoring such as network traffic, IP resource usages have been developed. PING protocol message is one of the most simple, powerful way to monitor the network resources. In this paper we describe the efficient way to serves a real-time traffic information reports such as IP usage statistics by using saved database information. And we serve web-based traffic information services, so it can monitor a traffics more efficiently.

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A Marking Algorithm for QoS Provisioning in WMSN (WMSN에서 QoS 보장을 위한 마킹 알고리즘)

  • Kim, Jeonghue;Lee, Sungkeun;Koh, Jingwang;Jung, Changryul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.5 no.2
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    • pp.193-204
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    • 2010
  • Since Wireless Multimedia Sensor Network(WMSN) needs to process various multimedia data such as audio, image and video data as well as scalar data, it requires a mechanism that can support Quality of Service(QoS) to handle efficiently. This paper classifies traffic in WMSN as periodic monitoring traffic, event traffic, multimedia traffic and query-based traffic, proposes marking algorithm and queue management mechanism that guarantee differentiated QoS in terms of delay, energy efficiency and credibility on each traffic and conduct performance analysis with simulation.

Efficient Power-Saving 10-Gb/s ONU Using Uplink Usage-Dependent Sleep Mode Control Algorithm in WDM-PON

  • Lee, Han Hyub;Kim, Kwangok;Lee, Jonghyun;Lee, Sangsoo
    • ETRI Journal
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    • v.35 no.2
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    • pp.253-258
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    • 2013
  • We propose and demonstrate an efficient power-saving optical network unit (ONU) based on upstream traffic monitoring for 10-Gb/s wavelength division multiplexed passive optical networks (WDM-PONs). The power-saving mode controller uses a ${\mu}$-processor and traffic monitoring modules followed by the proposed power-saving processes to operate the sleep mode ONU. The power consumption of the ONU is effectively reduced from 19.3 W to 6.4 W when no traffic from the users is detected. In addition, we design a power-saving mechanism based on a cyclic sleep mode operation to allow a connectivity check between the optical line terminal and ONU. Our calculation results show that the WDM-PON ONU reduces the power consumption by around 60% using the proposed mechanism.

Design of Intersection Simulation System for Monitoring and Controlling Real-Time Traffic Flow (실시간 교통흐름의 모니터링 및 제어를 위한 교차로 시뮬레이션 시스템 설계)

  • Jeong Chang-Won;Shin Chang-Sun;Joo Su-Chong
    • Journal of Internet Computing and Services
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    • v.6 no.6
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    • pp.85-97
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    • 2005
  • In this paper, we construct the traffic information database by using the acquired data from the traffic information devices installed in road network, and, by referring to this database, propose the intersection simulation system which can dynamically manage the real-time traffic flow for each section of road from the intersections, This system consists of hierarchical 3 parts, The lower layer is the physical layer where the traffic information is acquired on an actual road. The traffic flow control framework exists in the middle layer. The framework supports the grouping of intersection, the collection of real-time traffic flow information, and the remote monitoring and control by using the traffic information of the lower layer, This layer is designed by extending the distributed object group framework we developed. In upper layer, the intersection simulator applications controlling the traffic flow by grouping the intersections exist. The components of the intersection application in our system are composed of the implementing objects based on the Time-triggered Message-triggered Object(TMO) scheme, The intersection simulation system considers the each intersection on road as an application group, and can apply the control models of dynamic traffic flow by the road's status. At this time, we use the real-time traffic information collected through inter-communication among intersections. For constructing this system, we defined the system architecture and the interaction of components on the traffic flow control framework which supports the TMO scheme and the TMO Support Middleware(TMOSM), and designed the application simulator and the user interface to the monitoring and the controlling of traffic flow.

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Lightweight Residual Layer Based Convolutional Neural Networks for Traffic Sign Recognition (교통 신호 인식을 위한 경량 잔류층 기반 컨볼루션 신경망)

  • Shokhrukh, Kodirov;Yoo, Jae Hung
    • The Journal of the Korea institute of electronic communication sciences
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    • v.17 no.1
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    • pp.105-110
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    • 2022
  • Traffic sign recognition plays an important role in solving traffic-related problems. Traffic sign recognition and classification systems are key components for traffic safety, traffic monitoring, autonomous driving services, and autonomous vehicles. A lightweight model, applicable to portable devices, is an essential aspect of the design agenda. We suggest a lightweight convolutional neural network model with residual blocks for traffic sign recognition systems. The proposed model shows very competitive results on publicly available benchmark data.

ECG Monitoring using High-Reliability Functional Wireless Sensor Node based on Ad-hoc network (고신뢰도 기능성 무선센서노드를 이용한 Ad-hoc기반의 ECG 모니터링)

  • Lee, Dae-Seok;Do, Kyeong-Hoon;Lee, Hoon-Jae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.6
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    • pp.1215-1221
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    • 2009
  • A novel approach for electrocardiogram (ECG) analysis within a functional sensor node has been developed and evaluated. The main aim is to reduce data collision, traffic overload and power consumption in healthcare applications of wireless sensor networks(WSN). The sensor node attached on the patient's body surface around the heart can perform ECG analysis based on a QRS detection algorithm to detect abnormal condition of the patient. Data transfer is activated only after detected abnormality in the ECG. This system can reduce packet loss during transmission by reducing traffic overload. In addition, it saves power supply energy leading to more reliable, cheap and user-friendly operation in the WSN for ubiquitous health monitoring.

Traffic Anomaly Detection for Campus Networks using Fisher Linear Discriminant (Fisher 선형 분류법을 이용한 비정상 트래픽 탐지)

  • Park, Hyun-Hee;Kim, Mee-Joung;Kang, Chul-Hee
    • Journal of IKEEE
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    • v.13 no.2
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    • pp.140-149
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    • 2009
  • Traffic anomaly detection is one of important technology that should be considered in network security and administration. In this paper, we propose an abnormal traffic detection mechanism that includes traffic monitoring and traffic analysis. We develop analytical passive monitoring system called WISE-Mon which can inspect traffic behavior. We establish a criterion by analyzing the characteristics of a traffic training set. To detect abnormal traffic, we derive a hyperplane by using Fisher linear discriminant and chi-square distribution as well as the analyzed characteristics of traffic. Our mechanism can support reliable results for traffic anomaly detection and is compatible to real-time detection. In addition, since the trend of traffic can be changed as time passes, the hyperplane has to be updated periodically to reflect the changes. Accordingly, we consider the self-learning algorithm which reflects the trend of the traffic and so enables to increase the pliability of detection probability. Numerical results are presented to validate the accuracy of proposed mechanism. It shows that the proposed mechanism is reliable and relevant for traffic anomaly detection.

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