• Title/Summary/Keyword: group processing

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Trust Predicated Routing Framework with Optimized Cluster Head Selection using Cuckoo Search Algorithm for MANET

  • Sekhar, J. Chandra;Prasad, Ramineni Sivarama
    • IEIE Transactions on Smart Processing and Computing
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    • v.4 no.2
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    • pp.115-125
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    • 2015
  • This paper presents a Cuckoo search algorithm to secure adversaries misdirecting multi-hop routing in Mobile ad hoc networks (MANETs) using a robust Trust Predicated Routing Framework with an optimized cluster head selection. The clustering technique designed in this framework leads to efficient routing in MANETs. The heavy work load in the node causes an energy drop in cluster head, which leads to re-clustering of the group, and another cluster head is selected to avoid packet loss during data transmission. The problem in the re-clustering process is that the overall efficiency of the routing process is reduced and the processing time is increased. A Cuckoo search based optimization algorithm is proposed to solve the problem of re-clustering by selecting the secondary cluster head within the initially formed cluster group and eliminating the reclustering process. The proposed framework enables a node to select a reliable and secure route for MANET and the performance can be evaluated by comparing the simulated results with the AODV routing protocol, which shows that the performance of the proposed routing protocol are improved significantly.

Virtual Directory Extendible Hash index: An Economic Hash Index Using New Directory Structure (가상 디렉토리 확장 해시 색인: 확장 해싱에서의 새로운 디렉토리 구조를 이용한 저비용 해시 색인)

  • Park, Sang-Keun;Park, Soon-Young;Kim, Myung-Keun;Bae, Hae-Young
    • Proceedings of the Korea Information Processing Society Conference
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    • 2003.11c
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    • pp.1493-1496
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    • 2003
  • 데이터베이스 관계 연산자 중 프로젝션(projection)과 집단 연산(aggregate function)시 사용되는 GROUP BY절, 그리고 동등 조인(equi join)에 대한 질의 처리는 중복된 튜플 중복된 GROUP BY 필드, 조인 중 발생하는 임시결과에 대한 제거나 집단 연산, 임시 결과의 저장을 위해 정렬이나 해싱 기반 알고리즘을 적용하고 있다. 이 중 해싱 기반 알고리즘은 데이터에 대한 직접적인 접근 방법과 정렬비용이 없다는 장점으로 인해 자주 사용하게 된다. 그러나 이러한 해싱(extendible hashing)[1] 기반 알고리즘은 키 값이 저장되는 버켓(bucket) 페이지의 넘침(overflow)으로 인해 분할(split)이 발생하는 경우, 분할을 야기시킨 버켓 페이지에 대한 정보를 제외한 동일한 내용의 기존 디렉토리 구조를 배로 확장해야 하는 공간 확장과, 확장된 디렉토리 구조의 유지를 위해 많은 비용을 소모하게 된다. 본 논문에서는 다량의 데이터에 대한 접근 기법과 디렉토리 구조의 저장공간, 유지 비용 절감 및 중복 해시 값을 지니는 데이터를 처리하기위한 해시 색인인 가상 디렉토리 확장 해시 색인을 제안한다. 가상 디렉토리 확장 해시 색인은 디렉토리 구조를 다단계 구조로 유지함으로써, 넓은 저장 공간을 필요로 하는 다량의 데이터에 대한 접근경로 문제를 해결하였고, 가상 디렉토리 레벨이라는 새로운 구조를 통해, 기존 디렉토리 구조의 공간 낭비 및 유지 비용을 최소화 시켰으며, 버켓 페이지를 리스트(list) 구조로 유지함으로써 중복 해시 값에 의한 디렉토리 구조의 연쇄적 분할 문제를 해결하였다.

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Performance Comparison of HEVC and H.264/AVC Standards in Broadcasting Environments

  • Dissanayake, Maheshi B.;Abeyrathna, Dilanga L.B.
    • Journal of Information Processing Systems
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    • v.11 no.3
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    • pp.483-494
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    • 2015
  • High Efficiency Video Coding (HEVC) is the most recent video codec standard of the ITU-T Video Coding Experts Group and the ISO/IEC Moving Picture Experts Group. The main goal of this newly introduced standard is for catering to high-resolution video in low bandwidth environments with a higher compression ratio. This paper provides a performance comparison between HEVC and H.264/AVC video compression standards in terms of objective quality, delay, and complexity in the broadcasting environment. The experimental investigation was carried out using six test sequences in the random access configuration of the HEVC test model (HM), the HEVC reference software. This was also carried out in similar configuration settings of the Joint Scalable Video Module (JSVM), the official scalable H.264/AVC reference implementation, running on a single layer mode. According to the results obtained, the HM achieves more than double the compression ratio compared to that of JSVM and delivers the same video quality at half the bitrate. Yet, the HM encodes two times slower (at most) than JSVM. Hence, it can be concluded that the application scenarios of HM and JSVM should be judiciously selected considering the availability of system resources. For instance, HM is not suitable for low delay applications, but it can be used effectively in low bandwidth environments.

Personalized Storytelling Mathematics Learning System (개인화 스토리텔링 수학 학습 시스템)

  • Lee, Jeonghwan;Han, Keejun;Gweon, Gahgene
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.981-984
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    • 2014
  • 개인화된 서술형 수학 문제(mathematics word problem)는 오랫동안 연구된 분야로 학생들의 학업 성취도와 수학에 대한 태도에 관심을 가져왔다. 본 연구에서는 2013년 도입된 스토리텔링 수학에 개인화된 콘텐츠를 접목하여 그 효과를 알아보고자 하였다. 초등학생 26명을 대상으로 하여 약 110분 동안 수업을 진행하였으며, 무게에 대한 새로운 개념을 배우는 데 그 목적을 두었다. 각각 13명씩 개인화 그룹과 비 개인화 그룹으로 나누어 수업을 진행하였다. 학업 성취도(Learning Achievement)에서는 사전 시험(pre-test) 점수가 너무 높아 두 그룹 간에 서로간의 유의한 차이점을 발견하지 못했다. 수학에 대한 태도 부분과 몰입도(Flow) 부분에서는 다소 개인화 그룹의 값이 높았지만, 통계적으로 유의한 정도는 차이는 아니었다. 하지만 정성적 분석에서는 차이가 있었다. 개인화 그룹(Personalized group)은 비 개인화 그룹(non-personalized group)에 비해 개인화(personalization)가 수업의 재미있는 요소로서 보다 중요한 작용을 했다고 느꼈다. 또한, 테스트나 측정(measure) 부분에서 생겼던 문제점을 개선하여 재 실험이 있을 시엔 유의미한 값을 나타낼 것으로 기대된다.

Fracture Behavior of AZ31-xCa (x=0, 0.7, 2.0 wt.%) Extrudes during Compression (AZ31-xCa (x=0, 0.7, 2.0 wt.%) 압출재의 압축변형시 파괴거동)

  • Kang, Na Eun;Yim, Chang Dong;You, Bong Sun;Park, Ik Min
    • Korean Journal of Metals and Materials
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    • v.48 no.1
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    • pp.85-89
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    • 2010
  • The plastic deformation behavior of magnesium alloy is affected simultaneously by deformation temperature and strain rate under warm and/or hot working conditions. The soundness of deformation of AZ31-xCa (x=0. 0.7, 2.0 wt.%) extrudes during compression was strongly affected by processing variables including deformation temperature, strain rate. compression-loading direction, which was related to the activation of available deformation systems. The deformation behavior of AZ31-xCa extrudes was also affected by Ca content, which was related to the change of the sort and fraction of second phase. The complex effects of deformation temperature and strain rate on the deformation behavior of AZ31-xCa extrudes during compression under various conditions could be successfully described by Zener-Hollomon parameter.

Effect of Vinyl Group Content of the Functionalized Liquid Butadiene Rubber as a Processing Aid on the Properties of Silica Filled Rubber Compounds

  • Kim, Donghyuk;Ahn, Byungkyu;Ryu, Gyeongchan;Hwang, Kiwon;Song, Sanghoon;Kim, Wonho
    • Elastomers and Composites
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    • v.56 no.3
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    • pp.152-163
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    • 2021
  • Liquid butadiene rubber (LqBR) is used as a processing aid and plays a vital role in the manufacture of high-performance tire tread compounds. In this study, center-functionalized LqBR (C-LqBR) was polymerized with different vinyl content via anionic polymerization. The effects of the vinyl content on the properties of the compounds were investigated by partially replacing the treated distillate aromatic extract (TDAE) oil with C-LqBR in silica-filled rubber compounds. C-LqBR compounds showed a low Payne effect and Mooney viscosity regardless of the vinyl content, because of improved silica dispersion due to the ethoxysilyl group. As the vinyl content of C-LqBR increased, the optimum cure time (t90) increased owing to a decrease in the number of allylic hydrogen. Moreover, the glass transition temperature (Tg) of the compound increased, and snow traction and abrasion resistance performance decreased, whereas wet grip improved. The energy loss characteristics revealed that the hysteresis attributed to the free chain ends of C-LqBR was dominant.

Group Management Model of Information Appliances based on Real-Time Object (실시간 객체 기반 정보가전들의 그룹 관리 모델)

  • Jang, Jae-Ho;Lim, Jeong-Taek;Shin, Chang-Sun;Kim, Nam-Gyun;Joo, Su-Chong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.05a
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    • pp.1303-1306
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    • 2004
  • 본 논문에서는 홈 네트워킹을 통해 서비스를 수행하는 정보가전들을 하나의 그룹으로 관리하여, 가정 내에 산재한 정보가전들의 관리의 효율성 및 기기들의 확장성과 분산 투명성을 제공할 수 있는 그룹 관리 모델을 제안한다. 정보가전들의 그룹핑이 필요한 이유는 정보가전 기기들의 복잡한 상호작용을 하나의 그룹으로 관리하고, 향후 그룹으로 구성될 수 있는 기기들의 정보를 관리하여 다양한 통신 환경에서 사용자의 요청에 적합한 정보가전들의 수행 환경을 제공할 수 있기 때문이다. 본 연구에서는 실시간 객체인 TMO(Time-triggered Message-triggered Object) 스키마를 기반으로 정보가전들을 구현하며, 이를 분산 객체그룹(Distributed Object Group)에 적용하여 분산 객체 관리 서비스와 실시간 서비스를 지원받도록 한다.마지막으로 이와 같은 그룹 서비스를 통해 가정 내 주거 환경을 유지하는 정보가전들의 수행성을 시뮬레이션하여, 본 그룹 모델이 지원하는 서비스를 통한 정보가전들의 동작과 상호작용의 정확성을 검증한다.

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Automatic Detection and Characterization of Cracked Constituent Particles/Inclusions in Al-Alloys under Uniaxial Tensile Loading (인장하중에 의한 Al 합금내 크랙형성 복합상의 자동검출 및 정량분석)

  • Lee, Soon Gi;Jang, Sung Ho;Kim, Yong Chan
    • Korean Journal of Metals and Materials
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    • v.47 no.1
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    • pp.7-12
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    • 2009
  • The detailed quantitative microstructural data on the cracking of coarse constituent particles in 7075 (T651) series wrought Al-alloys have been studied using the utility of a novel digital image processing technique, where the particle cracks are generated due to monotonic loading. The microstructural parameters such as number density, volume fraction, size distribution, first nearest neighbor distribution, and two-point correlation function have been quantitatively characterized using the developed technique and such data are very useful to verify and study the theoretical models for the damage evolution and fracture of Al-alloys. The data suggests useful relationships for damage modeling such as a linear relationship between particle cracking and strain exists for the uniaxial tensile loading condition, where the larger particles crack preferentially.

Life Prediction of Hydraulic Concrete Based on Grey Residual Markov Model

  • Gong, Li;Gong, Xuelei;Liang, Ying;Zhang, Bingzong;Yang, Yiqun
    • Journal of Information Processing Systems
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    • v.18 no.4
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    • pp.457-469
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    • 2022
  • Hydraulic concrete buildings in the northwest of China are often subject to the combined effects of low-temperature frost damage, during drying and wetting cycles, and salt erosion, so the study of concrete deterioration prediction is of major importance. The prediction model of the relative dynamic elastic modulus (RDEM) of four different kinds of modified concrete under the special environment in the northwest of China was established using Grey residual Markov theory. Based on the available test data, modified values of the dynamic elastic modulus were obtained based on the Grey GM(1,1) model and the residual GM(1,1) model, combined with the Markov sign correction, and the dynamic elastic modulus of concrete was predicted. The computational analysis showed that the maximum relative error of the corrected dynamic elastic modulus was significantly reduced, from 1.599% to 0.270% for the BS2 group. The analysis error showed that the model was more adjusted to the concrete mixed with fly ash and mineral powder, and its calculation error was significantly lower than that of the rest of the groups. The analysis of the data for each group proved that the model could predict the loss of dynamic elastic modulus of the deterioration of the concrete effectively, as well as the number of cycles when the concrete reached the damaged state.

Centralized Clustering Routing Based on Improved Sine Cosine Algorithm and Energy Balance in WSNs

  • Xiaoling, Guo;Xinghua, Sun;Ling, Li;Renjie, Wu;Meng, Liu
    • Journal of Information Processing Systems
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    • v.19 no.1
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    • pp.17-32
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    • 2023
  • Centralized hierarchical routing protocols are often used to solve the problems of uneven energy consumption and short network life in wireless sensor networks (WSNs). Clustering and cluster head election have become the focuses of WSNs. In this paper, an energy balanced clustering routing algorithm optimized by sine cosine algorithm (SCA) is proposed. Firstly, optimal cluster head number per round is determined according to surviving node, and the candidate cluster head set is formed by selecting high-energy node. Secondly, a random population with a certain scale is constructed to represent a group of cluster head selection scheme, and fitness function is designed according to inter-cluster distance. Thirdly, the SCA algorithm is improved by using monotone decreasing convex function, and then a certain number of iterations are carried out to select a group of individuals with the minimum fitness function value. From simulation experiments, the process from the first death node to 80% only needs about 30 rounds. This improved algorithm balances the energy consumption among nodes and avoids premature death of some nodes. And it greatly improves the energy utilization and extends the effective life of the whole network.