• 제목/요약/키워드: QoS Algorithms

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A QoS Multicast Routing Optimization Algorithm Based on Genetic Algorithm

  • Sun Baolin;Li Layuan
    • Journal of Communications and Networks
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    • 제8권1호
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    • pp.116-122
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    • 2006
  • Most of the multimedia applications require strict quality of service (QoS) guarantee during the communication between a single source and multiple destinations. This gives rise to the need for an efficient QoS multicast routing strategy. Determination of such QoS-based optimal multicast routes basically leads to a multi-objective optimization problem, which is computationally intractable in polynomial time due to the uncertainty of resources in Internet. This paper describes a network model for researching the routing problem and proposes a new multicast tree selection algorithm based on genetic algorithms to simultaneously optimize multiple QoS parameters. The paper mainly presents a QoS multicast routing algorithm based on genetic algorithm (QMRGA). The QMRGA can also optimize the network resources such as bandwidth and delay, and can converge to the optimal or near-optimal solution within few iterations, even for the networks environment with uncertain parameters. The incremental rate of computational cost can close to polynomial and is less than exponential rate. The performance measures of the QMRGA are evaluated using simulations. The simulation results show that this approach has fast convergence speed and high reliability. It can meet the real-time requirement in multimedia communication networks.

멀티미디어 서비스의 품질 보장을 위한 오버레이 네트워크 관리 기법에 대한 연구 (Adaptive Overlay Network Management Algorithms for QoS sensitive Multimedia Services)

  • 김승욱;김성천
    • 정보처리학회논문지C
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    • 제14C권1호
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    • pp.81-86
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    • 2007
  • 다양한 형태의 멀티미디어 서비스들은 서로 다른 QoS를 요구한다. 따라서, 서로 다른 멀티미디어 서비스를 효율적으로 지원하면서 동시에 우선순위가 높은 서비스의 QoS를 보장할 수 있는 효율적인 셀룰러/무선랜 오버레이 네트워크 관리기법에 대한 관심이 증가하고 있다. 본 논문에서는 효율적인 대역폭의 예약과 할당, 그리고 혼잡제어를 위한 통신 프로토콜을 통한 적응적 네트워크 관리기법을 제안하였다. 컴퓨터 시뮬레이션을 통하여 대역폭 관리를 위해 제안된 기존의 타 기법들과의 비곤 분석을 수행하여 제안된 방법이 다양한 네트워크 트래픽 상황에서 우수한 성능을 가지는 것을 확인할 수 있었다.

플로우 유지 시간을 기반으로 한 링크 상태 갱신 알고리즘 (Flow Holding Time based Link State Update Algorithm)

  • 조강홍
    • 한국컴퓨터정보학회논문지
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    • 제14권5호
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    • pp.133-139
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    • 2009
  • 본 논문에서는 QoS 라우팅에서 링크 상태 갱신 메시지(LSU)의 오버 헤드를 감소시키면서 QoS 라우팅 알고리즘의 성능저하에는 거의 영향을 미치지 않는 플로우 유지 시간을 기반으로 한 링크상태 갱신 알고리즘을 제안하였다. 제안하는 알고리즘은 링크 상태 갱신 메시지의 개수를 감소시키기 위해 플로우의 유지 시간에 대한 통계적 정보를 사용하였다. 제안하는 알고리즘의 성능 평가를 위해 실제 네트워크와 유사한 MCI 네트워크상에서 라우팅 실패율과 링크 당 평균 링크 상태 갱신 메시지의 개수를 성능 평가 항목으로 하여 시뮬레이션을 수행하였다. 성능 평가를 위해 기존에 제시된 다른 링크 상태 갱신 알고리즘을 구현하여 제안하는 알고리즘의 우수성을 확인하였다.

QoSCM: QoS-aware Coded Multicast Approach for Wireless Networks

  • Mohajer, Amin;Barari, Morteza;Zarrabi, Houman
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권12호
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    • pp.5191-5211
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    • 2016
  • It is essential to satisfy class-specific QoS constraints to provide broadband services for new generation networks. The present study proposes a QoS-driven multicast scheme for wireless networks in which the transmission rate and end-to-end delay are assumed to be bounded during a multiple multicast session. A distributed algorithm was used to identify a cost-efficient sub-graph between the source and destination which can satisfy QoS constraints of a multicast session. The model was then modified as to be applied for wireless networks in which satisfying interference constraints is the main challenge. A discrete power control scheme was also applied for the QoS-aware multicast model to accommodate the effect of transmission power level based on link capacity requirements. We also proposed random power allocation (RPA) and gradient power allocation (GPA) algorithms to efficient resource distribution each of which has different time complexity and optimality levels. Experimental results confirm that the proposed power allocation techniques decrease the number of unavailable links between intermediate nodes in the sub-graph and considerably increase the chance of finding an optimal solution.

Operator Revenue Maximizing Heuristics with QoS Guarenetees for Real Time Traffic in 4G Networks

  • Poudyal, Neeraj;Lee, Ha-Cheol;Lee, Byung-Seub
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권5호
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    • pp.976-998
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    • 2011
  • This paper attempts to maximize the operator's revenue while simultaneously providing a multi-constraint, multi-hop and deterministic QoS provisioning for real time traffic in IEEE 802.16m based 4G networks. The optimal solution to such a problem is NP-complete and therefore not feasible to be solved in a tolerable polynomial time. For this reason, we also provide a simple price based greedy heuristic to be used along with the admission control. Simulation results for different QoS schemes show that the heuristic produces a revenue that is very close to the optimal revenue, and is far more aggressive than the size based and other common algorithms that are computationally feasible to be implemented in IEEE 802.16m.

DWDM기반의 차세대 광인터넷에서 QoS 기반의 제한적 플러딩 RWA 알고리즘에 관한 연구 (QoS-Aware Bounded Flooding RWA Algorithm in the Next Generation Optical Internet based on DWDM Networks)

  • 김용성;이재동;황진호;우종호
    • 대한전자공학회논문지TC
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    • 제43권8호
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    • pp.1-14
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    • 2006
  • 실시간 멀티미디어 서비스들을 전송하는 DWDM(Dense-Wavelength Division Multiplexing) 기반의 차세대 인터넷에서는 DWDM 망의 다양한 QoS(Quality of Service) 파라미터들을 복합적으로 고려하는 QoS RWA(Routing and Wavelength Assignment) 방식으로의 접근이 요구되어진다. 본 논문은 flooding 방법을 기반으로 하고, 다중제약조건을 만족하는 새로운 QoS 라우팅 알고리즘인 Bounded Flooding Routing (BFR)을 제안한다. BFR 알고리즘의 주요 목적은 network overhead, blocking probability 그리고 wavelength utilization의 성능 분석 파라메터의 향상에 있다. 더욱이, 이러한 목적을 달성하기 위해 본 논문에서는 새로운 개념인 ripple count 개념을 제안하여, 링크 상태정보 및 계산량을 줄임으로써 라우팅의 성능을 높인다. 또한, 제안된 알고리즘의 광범위한 분석을 위해서, DWDM을 기반으로 하는 망에서 중요한 요소인 제한된 파장 변환기를 적용한다. 제안된 BFR 알고리즘의 성능분석 결과는 본 논문에서 제시하는 방법이 network overhead, blocking Probability 그리고 wavelength utilization 측면의 성능 평가를 통해 제안된 알고리즘들의 효율성을 검증하였다.

A New Optimization Model for Designing Broadband Convergence Network Access Networks

  • 이영호;정진모;김영진;이순석;박노익;강국창
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2006년도 춘계공동학술대회 논문집
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    • pp.1616-1640
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    • 2006
  • In this paper, we deal with a network optimization problem arising from the deployment of Ethernet-based BcN access network. BcN convergence services require that access networks satisfy QoS measures. BcN services have two types of traffics: stream traffic and elastic traffic. Stream traffic uses blocking probability as a QoS measure, while elastic traffic uses delay factor as a QoS measure. Incorporating the QoS requirements, we formulate the problem as a nonlinear mixed-integer programming model. The proposed model seeks to find a minimum cost dimensioning solution, while satisfying the QoS requirement. We propose tabu search heuristic algorithms for solving the problem, and simulate tabu result. We demonstrate the computational efficacy of the proposed algorithm by solving a network design problem.

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Proportional Fair Scheduling Algorithm in OFDMA-Based Wireless Systems with QoS Constraints

  • Girici, Tolga;Zhu, Chenxi;Agre, Jonathan R.;Ephremides, Anthony
    • Journal of Communications and Networks
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    • 제12권1호
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    • pp.30-42
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    • 2010
  • In this work we consider the problem of downlink resource allocation for proportional fairness of long term received rates of data users and quality of service for real time sessions in an OFDMA-based wireless system. The base station allocates available power and subchannels to individual users based on long term average received rates, quality of service (QoS) based rate constraints and channel conditions. We formulate and solve a joint bandwidth and power optimization problem, solving which provides a performance improvement with respect to existing resource allocation algorithms. We propose schemes for flat as well as frequency selective fading cases. Numerical evaluation results show that the proposed method provides better QoS to voice and video sessions while providing more and fair rates to data users in comparison with existing schemes.

TCP트래픽에 대한 QoS를 향상시키기 위한 폭주제어 (Congestion Control to Improve QoS with TCP Traffic)

  • 양진영;이팔진;김종화
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 추계종합학술대회 논문집(1)
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    • pp.21-24
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    • 2000
  • End-to-end congestion control mechanism have been critical to the robustness and stability of the Internet. Most of today's Internet traffic is TCP, and we expect this to remain so in the future. TCP/IP is the intermediate transport layer candidate for today's applications. TCP uses an adaptive window-based flow control. The congestion avoidance and control algorithms deployed by TCP aims at using the available network bandwidth. This paper compares different congestion control policies, and proposes the new design mechanism for future public networks

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