• Title/Summary/Keyword: slicing

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Design of LSTM-based network slicing model in SDN Environment (SDN 환경에서 LSTM 기반의 네트워크 슬라이싱 모델 설계)

  • Kim, Soo-Jin;Hwang, Yun-Young;Shin, Yong-Tae
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.93-94
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    • 2021
  • 다양한 서비스로부터 발생된 엄청난 양의 데이터는 대량의 네트워크 트래픽을 발생시켜 네트워크 환경의 복잡성을 증대시킨다. 이로 인하여 초고속, 저지연 서비스를 제공하기 위한 방법으로 네트워크 가상화 기술을 도입하였고 그중에서도 SDN 기반의 네트워크 슬라이싱 기법은 네트워크를 논리적으로 분리할 수 있으나 다양한 트래픽을 발생시키는 사용자의 요청에 동적인 대응이 어렵다. 본 논문에서는 LSTM에 사용자 요청의 트래픽 패턴을 학습시켜 네트워크 슬라이스가 자동으로 구성되는 모델을 제안한다.

SDN-Slicing Structure Design for Stable Cluster-Cloud Service (안정된 클러스터 클라우드 서비스를 위한 SDN-슬라이싱 모델 설계)

  • Cho, Sungchol;AUNG, KHIN CHAN MYAE;Han, Sunyung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.159-161
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    • 2022
  • 클라우드의 동작은 고속의 데이터 처리 부분과 처리된 많은 데이터를 원하는 사용자들에게 전송하는 부분으로 나누어 동작한다. 고속의 데이터를 처리하는 것은 중요하지만 분산형태의 클러스터 클라우드는 중앙 집중 클라우드 보다 클라우드 간의 정보 교환 및 데이터 전송에 관한 네트워크의 중요성이 강조된다. 기존의 IPv4 에서는 네트워크 슬라이싱이 없기 때문에 서비스 별 네트워크의 간소화를 할 수 없었다. 본 논문에서는 클러스터 클라우드의 네트워크를 SDN 환경을 제안하며 SDN 의 핵심 기술인 네트워크 슬라이싱을 클라우드에 적용하는 모델 설계를 제시하고자 한다.

Point Cloud Measurement Using Improved Variance Focus Measure Operator

  • Yeni Li;Liang Hou;Yun Chen;Shaoqi Huang
    • Current Optics and Photonics
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    • v.8 no.2
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    • pp.170-182
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    • 2024
  • The dimensional accuracy and consistency of a dual oil circuit centrifugal fuel nozzle are important for fuel distribution and combustion efficiency in an engine combustion chamber. A point cloud measurement method was proposed to solve the geometric accuracy detection problem for the fuel nozzle. An improved variance focus measure operator was used to extract the depth point cloud. Compared with other traditional sharpness evaluation functions, the improved operator can generate the best evaluation curve, and has the least noise and the shortest calculation time. The experimental results of point cloud slicing measurement show that the best window size is 24 × 24 pixels. In the height measurement experiment of the standard sample block, the relative error is 2.32%, and in the fuel nozzle cone angle measurement experiment, the relative error is 2.46%, which can meet the high precision requirements of a dual oil circuit centrifugal fuel nozzle.

Virtualization Technology Trends in Satellite/Mobile Communication Systems (위성/이동 통신 시스템에서의 가상화 기술 동향)

  • S.Q. Lee;J.H. Lee;M.S. Lee
    • Electronics and Telecommunications Trends
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    • v.39 no.1
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    • pp.36-47
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    • 2024
  • Virtualization technology supports the execution of software unrelated to the hardware environment through the decoupling of software and hardware. Additionally, it enables network slicing, allowing one physical device to be divided and used by a function or service by supporting sharing with isolation. Virtualization enables flexible platform use, allowing a variety of services to be launched without changes or additions to the hardware platform. We describe virtualization technology trends in satellite/mobile communication systems. Basic concepts and technical definitions are included, and the current status of research and development by domestic and foreign organizations, including the Electronics and Telecommunications Research Institute, is analyzed. Finally, future prospects and implications are discussed.

Quantification of Bowman-Birk Protease Inhibitors in Soybeans and Soybean Products by Competitive Enzyme-Linked Immunosorbent Assay (경합 Enzyme-Linked Immunosorbent Assay에 의한 대두 및 대두가공제품 중의 Bowman-Birk Protease Inhibitors의 함량 분석)

  • Kim, Sung-Ran;Shon, Dong-Hwa;Kim, Su-Il;Hong, Hee-Do
    • Applied Biological Chemistry
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    • v.42 no.4
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    • pp.310-316
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    • 1999
  • BBPI contents in domestic soybean and soybean products were investigated by the measurement of chymotrypsin inhibiting activity(C.I.A) and competitive ELISA method. In order to produce polyclonal antibody, BBPI was purified from soybean trypsin-chymotrypsin inhibitor by ion exchange chromatography and electrophoretic gel slicing. Rabbit anti-BBPI polyclonal antibody was produced with the purified BBPI as immunogen. This antibody showed relatively specific binding to BBPI and then used for the establishment of competitive ELISA method to measure BBPI contents in extracts of soybean and soybean products. The standard curve for the measurement of BBPI in soybean extracts was drawn up within the range 0.03 to $30\;{\mu}g/ml$ of BBPI. The C.I.A. and BBPI contents of 12 soybean cultivars were $8,462{\sim}12,428\;U/g$ and $482{\sim}692\;mg%$, respectively. The C.I.A. and BBPI contents were not detected in most of soybean products except soybean sprouts, which contained $10,695{\sim}13,249\;U/g$ of C.I.A. and $529{\sim}803\;mg%$ of BBPI.

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Development of Design Support Tool for Building 3D printing (건축물 3D 프린팅 설계지원도구 개발)

  • Lee, Dongyoun;Seo, Myoung-Bae;Ju, Ki-Beom
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.94-105
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    • 2020
  • Recently, most studies of 3D printing in construction have focused on the development of 3D printers and materials suitable for construction 3D printers. In comparison, there has been little research on design support tools that enable representative BIM data of building modeling tools to be applied to 3D printing. In addition, existing 3D printing slicing programs are commercialized around manufacturing, showing that they are unsuitable for construction 3D printing. Therefore, this research aims to develop a design support tool for 3D printing for buildings. The developed design support tool was validated based on arbitrary BIM data. Verification showed that wall pattern generation was modeled accurately without errors, and a calculation of the construction period showed that the formula presented in this study was valid. Furthermore, the maximum length of the mesh split was set to 100mm to minimize errors when converting to STL files.

The Combined AMC-MIMO System with Optimal Turbo Coded V-BLAST Technique to Improve Throughput and SNR (전송률 향상 및 SNR 개선을 위한 최적의 터보 부호화된 V-BLAST 기법을 적용한 AMC-MIMO 결합시스템)

  • Ryoo, Sang-Jin;Lee, Kyung-Hwan;Choi, Kwang-Wook;Lee, Keun-Hong;Hwang, In-Tae;Kim, Cheol-Sung
    • Journal of Internet Computing and Services
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    • v.8 no.4
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    • pp.61-70
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    • 2007
  • In this paper, we propose and observe the Adaptive Modulation system with optimal Turbo Coded V-BLAST(Vertical-Bell-lab Layered Space-Time) technique that is applied the extrinsic information from MAP Decoder in decoding Algorithm of V-BLAST: ordering and slicing. And comparing the proposed system with the Adaptive Modulation system using conventional Turbo Coded V-BLAST technique that is simply combined V-BLAST with Turbo Coding scheme, we observe how much throughput performance and SNR has been improved. In addition, we show that the proposed system using STD(Selection Transmit Diversity) scheme results in on improved result, By using simulation and comparing to conventional Turbo Coded V-BLAST technique with the Adaptive Modulation systems, the optimal Turbo Coded V-BLAST technique with the Adaptive Modulation systems has SNR gain over all SNR range and better throughput gain that is about 350Kbps in 11dB SNR range. Also, comparing with the conventional Turbo Coded V-BLAST technique using 2 transmit and 2 receive antennas, the proposed system with STD scheme show that the improvement of maximum throughput is about 1.77Mbps in the same SNR range and the SNR gain is about 5.88dB to satisfy 4Mbps throughput performance.

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Fire Severity Mapping Using a Single Post-Fire Landsat 7 ETM+ Imagery (단일 시기의 Landsat 7 ETM+ 영상을 이용한 산불피해지도 작성)

  • 원강영;임정호
    • Korean Journal of Remote Sensing
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    • v.17 no.1
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    • pp.85-97
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    • 2001
  • The KT(Kauth-Thomas) and IHS(Intensity-Hue-Saturation) transformation techniques were introduced and compared to investigate fire-scarred areas with single post-fire Landsat 7 ETM+ image. This study consists of two parts. First, using only geometrically corrected imagery, it was examined whether or not the different level of fire-damaged areas could be detected by simple slicing method within the image enhanced by the IHS transform. As a result, since the spectral distribution of each class on each IHS component was overlaid, the simple slicing method did not seem appropriate for the delineation of the areas of the different level of fire severity. Second, the image rectified by both radiometrically and topographically was enhanced by the KT transformation and the IHS transformation, respectively. Then, the images were classified by the maximum likelihood method. The cross-validation was performed for the compensation of relatively small set of ground truth data. The results showed that KT transformation produced better accuracy than IHS transformation. In addition, the KT feature spaces and the spectral distribution of IHS components were analyzed on the graph. This study has shown that, as for the detection of the different level of fire severity, the KT transformation reflects the ground physical conditions better than the IHS transformation.

The Implementation of Agile SFFS using 5DOF Robot

  • Kim, Seung-Woo;Jung, Yong-Rae
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.716-721
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    • 2004
  • Several Solid Freeform Fabrication Systems(SFFS) are commercialized in a few companies for rapid prototyping. However, they have many technical problems including the limitation of applicable materials. A new method of speedy prototyping is required for the recent manufacturing environments of multi-item and small quantity production. The objectives of this paper include the development of a novel method of SFFS, the ${CAFL}^{VM}$(Computer Aided Fabrication of Lamination for Various Material), and the manufacture of the various material samples for the certification of the proposed system and the creation of new application areas. For these objectives, the technologies for a highly accurate robot path control, the optimization of support structure, CAD modeling, adaptive slicing was implemented. In this paper, we design an algorithm that the cutting path of a laser beam which is controlled with constant speed. The laser beam is tangentially controlled in order to solve the inaccuracy of a 3D model surface. The designed algorithm for constant-speed path control and tangent-cutting control is implemented and experimented in the ${CAFL}^{VM}$ system.

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Induction of Cytochrome P-450 Protein in Wounded Avocado Roots(Persea americana, Mill)

  • Joo, Eun-Young
    • Preventive Nutrition and Food Science
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    • v.2 no.4
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    • pp.328-332
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    • 1997
  • The ripe fruit of Hass avocado contains one of the highest elvels of cytochrome P-450 protein found in the plant kingdom. To determine whether wounded roots of avocado contain P-450 protein, the roots of avocado were wounded by slicing, and then allowed to incubate in sealed plastic bags, in 0.4M mannitol, and in the solution to make protoplast preparation containing cellulysin and macerase during the specified times. The microsomal proteins were extracted from the samples, separated by SDS-PAGE, and then subjected to Western blot analysis using polyclonal antibodies which are generated against the CYP71A1 protein. wounded roots in sealed bags produced CYP71A1 within 6 hours after cutting, and those in 0.4M mannitol did not produce CYP71A1 even after 72 hours, but those in the protoplast preparation by cellulysin and macerase induced and produced CYP71A was induced in only 24 hours. These results indicate that CYP 71A1 plays a role for wound healing for root tissue o avocado, and would-inducible P-450 protein was not detected in the mannitol solution by preventing a synthesis of ethylene in a liquid state, but the softening of tissues by cellulysin and macerase to make protoplast preparation was involved in an activation of CYP 71A1 even in the liquid state.

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