• Title/Summary/Keyword: Heterogeneous Traffic

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Dimensioning leaky bucket parameters considering the cell delay variation (셀 지연 변이를 고려한 리키 버킷 계수 결정 방법)

  • 이준원;이병기
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.32A no.8
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    • pp.31-38
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    • 1995
  • In this paper, we consider the leaky bucket parameter dimensioning problem in the presence of the cell delay variation(CDV) which arises at the customer premises network dud to the multiplexing with other traffic streams. We consider an ATM multiplexer in which a single CBR stream and several heterogeneous VBR traffic streams are multiplexed. Choosing an MMPP model for the bursty traffic streams, we derive an (MMPP+DD)/D/1/K queueing model for the evaluation of the CDV experienced by the CBR stream. We first evaluate the equilibrium queue length distribution embedded at tagged-cell arrival-time instants, based on whcih we calcuate the inter-cell time distribution and the distribution kof the number of tagged-cell departures in an arbitrary interval. Then we apply the analysis to the dimensionging problem of the leaky bucket parameters, examining how the employed traffic model affects the determination of the bucket size. Through numerical examples, we confirm that the Poisson traffic model can underestimate the bucket size, thus causing a considerable blocking probability for compliant use cells while the MMPP model can optimally design the bucket size which keeps the blocking probability under the target value.

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Modeling and Optimization of the IEEE 802.15.4 Protocol for Internet of Things (사물인터넷 환경을 위한 IEEE 802.15.4 프로토콜 모델링과 최적화 방안)

  • Kim, Tae-Suk
    • The Journal of the Korea Contents Association
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    • v.16 no.10
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    • pp.299-310
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    • 2016
  • In this paper, we perform analysis of the performance of low-power communication technology, IEEE 802.15.4 MAC (Media Access Control) protocol used in internet of things. Wide variety of devices in internet of things generate different kinds of traffic characteristics and heterogeneous traffic environment is therefore considered in contrast to existing works. With the help of the Markov chain the performance of the protocol is derived as a function of the MAC parameters and based on the results a framework to determine energy-efficient optimal MAC parameters for applications in real time is proposed. Proposed method is shown to be more efficient in terms of energy consumption through performance comparison over application scenarios compared to operation with fixing MAC parameters, and its practicability on small devices with limited computing power is verified through evaluating the accuracy and speed of the proposed framework.

Performance Evaluation of User Mobility Management Scheme based-on Dwell Time Optimization for Effective Inter-working with Heterogeneous Networks under Cognitive Networking Environments (인지 네트워킹 환경 하에서 체류시간 관리 최적화를 통한 사용자 이동성 모델 기반 이동성 관리방법의 성능평가)

  • Choi, Yu-Mi;Kim, Jeong-Ho
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.49 no.5
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    • pp.77-83
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    • 2012
  • The importance of mobility management is becoming to be one of the upcomming issues to be addressed to provide the converged services and the convergence of the heterogeneous network environments. In this paper, the new user mobility management scheme which can be utilized to model the user's mobility behaviors for interworking with heterogeneous overlay convergent networks under the time-varying radio propagation environment has been proposed. Thus user mobility management scheme based on user mobility model is considered in order to optimize the dwell time of users in the overlay convergent networks. This Mobile IP user mobility management will be very useful to model the user mobility behaviors and can be used to estimate the signaling traffic and frequency spectrum demands for massive data transfer for the heterogeneous overlay convergent networks.

Dynamic Partitioning Scheme for Large RDF Data in Heterogeneous Environments (이종 환경에서 대용량 RDF 데이터를 위한 동적 분할 기법)

  • Kim, Minsoo;Lim, Jongtae;Bok, Kyoungsoo;Yoo, Jaesoo
    • KIISE Transactions on Computing Practices
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    • v.23 no.10
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    • pp.605-610
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    • 2017
  • In distributed environments, dynamic partitioning is needed to resolve the load on a particular server or the load caused by communication among servers. In heterogeneous environments, existing dynamic partitioning schemes can distribute the same load to a server with a low physical performance, which results in a delayed query response time. In this paper, we propose a dynamic partitioning scheme for large RDF data in heterogeneous environments. The proposed scheme calculates the query loads with its frequency and the number of vertices used in the query for load balancing. In addition, we calculate the server loads by considering the physical performance of the servers to allocate less of a load to the servers with a smaller physical performance in a heterogeneous environment. We perform dynamic partitioning to minimize the number of edge-cuts to reduce the traffic among servers. To show the superiority of the proposed scheme, we compare it with an existing dynamic partitioning scheme through a performance evaluation.

A New Cell Selection Scheme For Heterogeneous Mobile Communication Networks (이종 이동통신 네트워크를 위한 새로운 셀 선택 기법)

  • Ban, Tae-Won;Jung, Bang Chul;Jo, Jung-Yeon;Sung, Kil-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.10
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    • pp.2397-2402
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    • 2014
  • Recently, heterogeneous mobile communication network is attracting plenty of interest to serve explosively increasing mobile data traffic. Although the heterogeneous mobile communication network can enhance spatial reuse ratio by using both conventional macro cells and small cells simultaneously, it causes the unbalance in performance of downlink and uplink. In this paper, we propose a new cell selection scheme for heterogeneous mobile communication network. In the proposed cell selection scheme, mobiles select their home cells by considering both uplink and downlink performance, contrary to conventional schemes. We analyze the performance of the proposed scheme in terms of average cell transmission rate through system level simulations and compare it with those of conventional schemes.

Impact of Heterogeneous Dispersion Parameter on the Expected Crash Frequency (이질적 과분산계수가 기대 교통사고건수 추정에 미치는 영향)

  • Shin, Kangwon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.9
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    • pp.5585-5593
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    • 2014
  • This study tested the hypothesis that the significance of the heterogeneous dispersion parameter in safety performance function (SPF) used to estimate the expected crashes is affected by the endogenous heterogeneous prior distributions, and analyzed the impacts of the mis-specified dispersion parameter on the evaluation results for traffic safety countermeasures. In particular, this study simulated the Poisson means based on the heterogeneous dispersion parameters and estimated the SPFs using both the negative binomial (NB) model and the heterogeneous negative binomial (HNB) model for analyzing the impacts of the model mis-specification on the mean and dispersion functions in SPF. In addition, this study analyzed the characteristics of errors in the crash reduction factors (CRFs) obtained when the two models are used to estimate the posterior means and variances, which are essentially estimated through the estimated hyper-parameters in the heterogeneous prior distributions. The simulation study results showed that a mis-estimation on the heterogeneous dispersion parameters through the NB model does not affect the coefficient of the mean functions, but the variances of the prior distribution are seriously mis-estimated when the NB model is used to develop SPFs without considering the heterogeneity in dispersion. Consequently, when the NB model is used erroneously to estimate the prior distributions with heterogeneous dispersion parameters, the mis-estimated posterior mean can produce large errors in CRFs up to 120%.

User Mobility Management Scheme for Effective Inter-working with Overlay Convergent Networks (중첩 융합 네트워크에서 효과적 연동을 위한 위치정보 관리방법)

  • Choi, Yu-Mi;Kim, Jeong-Ho
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.49 no.6
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    • pp.83-89
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    • 2012
  • In this paper, the new user mobility management scheme which can be utilized to register user's location for interworking with heterogeneous overlay convergent networks under the time-varying radio propagation environment has been proposed. Thus the user mobility management can be considered in order to model and to evaluate the behaviors of users in the overlay convergent networks. This mobility management scheme will be very useful in characterizing the user mobility behaviors and can be used to estimate the signaling traffic and frequency spectrum demands for massive data transfer for the heterogeneous overlay convergent networks.

A Load Sharing Scheme to Decrease Network Traffic Using Genetic Algorithm in Heterogeneous Environment (이질형 환경에서 네트워크 트래픽 감소를 위한 유전 알고리즘을 이용한 부하 균형 기법)

  • Cho Kwang-Moon;Lee Seong-Hoon
    • The Journal of the Korea Contents Association
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    • v.5 no.3
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    • pp.183-191
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    • 2005
  • In a sender-initiated load sharing algorithms, sender(overloaded processor) continues to send unnecessary request messages for load transfer until receiver(underloaded processor) is found while the system load is heavy. Therefore, it yields many problems such as low CPU utilization and system throughput because of inefficient inter-processor communications until the sender receives an accept message from the receiver in this environment. This paper presents an approach based on genetic algorithm(GA) for dynamic load sharing in heterogeneous distributed systems. In this scheme the processors to which the requests are sent off is determined by the proposed GA to decrease unnecessary request messages.

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Spectrum allocation strategy for heterogeneous wireless service based on bidding game

  • Cao, Jing;Wu, Junsheng;Yang, Wenchao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.3
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    • pp.1336-1356
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    • 2017
  • The spectrum scarcity crisis has resulted in a shortage of resources for many emerging wireless services, and research on dynamic spectrum management has been used to solve this problem. Game theory can allocate resources to users in an economic way through market competition. In this paper, we propose a bidding game-based spectrum allocation mechanism in cognitive radio network. In our framework, primary networks provide heterogeneous wireless service and different numbers of channels, while secondary users have diverse bandwidth demands for transmission. Considering the features of traffic and QoS demands, we design a weighted interference graph-based grouping algorithm to divide users into several groups and construct the non-interference user-set in the first step. In the second step, we propose the dynamic bidding game-based spectrum allocation strategy; we analyze both buyer's and seller's revenue and determine the best allocation strategy. We also prove that our mechanism can achieve balanced pricing schema in competition. Theoretical and simulation results show that our strategy provides a feasible solution to improve spectrum utilization, can maximize overall utility and guarantee users' individual rationality.

Efficient seamless handoff over heterogeneous wireless networks

  • Lee Mi-jin;Ryu Sang-Hoon
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.11a
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    • pp.268-270
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    • 2005
  • Users using mobile terminal want to receive seamless service anywhere, anytime. In order to satisfy user's needs a communication between heterogeneous networks has to provide seamless service. Now a commercialized IMT-2000 is used with both WCDMA and CDMA together. Because asynchronous WCDMA and synchronous CDMA use different technology in their interface and traffic management, communication between the two networks can become disconnected. IP a mobile terminal swerves from the handoff area before handoff completion, packet loss and service disconnection will happened. In this paper, we propose a handoff scheme to provide seamless service, when mobile terminal moves from the WCDMA to the CDMA. And we prove that the proposed handoff scheme provide seamless service.

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