• Title/Summary/Keyword: Multi-class queues

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Overflow Probabilities in Multi-class Feedback Queues

  • Song, Mi-Jung;Bae, Kyung-Soon;Lee, Ji-Yeon
    • Journal of the Korean Data and Information Science Society
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    • v.18 no.4
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    • pp.1045-1056
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    • 2007
  • We consider M/M/1 feedback queues with multi-class customers. We assume that different classes of customers have different arrival rates, service rates and feedback probabilities. Using the h-transforms of McDonald(999) we derive an importance sampling estimator for an overflow probability that the total number of customers in the system reaches a high level before emptying.

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Fast Simulation of Overflow Probabilities in Multi-Class Queues with Class-Transition (계층 전이가 가능한 다계층 대기행렬의 빠른 시뮬레이션)

  • Song, Mi-Jung;Bae, Kyung-Soon;Lee, Ji-Yeon
    • Communications for Statistical Applications and Methods
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    • v.16 no.2
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    • pp.217-228
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    • 2009
  • In this paper, we consider a multi-class queueing system in which different classes of customers have different arrival rates, service rates and class-transition probabilities. We use the fast simulation method to estimate the overflow probability and the expected number of customers of each class at the first time the total number of customers hits a high level. We also discuss the overflow probabilities and the expected number of customers at different loads, respectively.

Stochastic Upper Bound for the Stationary Queue Lengths of GPS Servers

  • Kim, Sung-Gon
    • The Korean Journal of Applied Statistics
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    • v.22 no.3
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    • pp.541-551
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    • 2009
  • Generalized processor sharing(GPS) service policy is a scheduling algorithm to allocate the bandwidth of a queueing system with multi-class input traffic. In a queueing system with single-class traffic, the stationary queue length becomes larger stochastically when the bandwidth (i.e. the service rate) of the system decreases. For a given GPS server, we consider the similar problem to this. We define the monotonicity for the head of the line processor sharing(HLPS) servers in which the units in the heads of the queues are served simultaneously and the bandwidth allocated to each queue are determined by the numbers of units in the queues. GPS is a type of monotonic HLPS. We obtain the HLPS server whose queue length of a class stochastically bounds upper that of corresponding class in the given monotonic HLPS server for all classes. The queue lengths process of all classes in the obtained HLPS server has the stationary distribution of product form. When the given monotonic HLPS server is GPS server, we obtain the explicit form of the stationary queue lengths distribution of the bounding HLPS server. Numerical result shows how tight the stochastic bound is.

Hierarchical Dynamic Bandwidth Allocation Algorithm for Multimedia Services over Ethernet PONs

  • Ahn, Kye-Hyun;Han, Kyeong-Eun;Kim, Young-Chon
    • ETRI Journal
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    • v.26 no.4
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    • pp.321-331
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    • 2004
  • In this paper, we propose a new dynamic bandwidth allocation (DBA) algorithm for multimedia services over Ethernet PONs (passive optical networks). The proposed algorithm is composed of a low-level scheduler in the optical network unit (ONU) and a high-level scheduler in the optical line terminal (OLT). The hierarchical DBA algorithm can provide expansibility and efficient resource allocation in an Ethernet PON system in which the packet scheduler is separated from the queues. In the proposed DBA algorithm, the OLT allocates bandwidth to the ONUs in proportion to the weight associated with their class and queue length, while the ONU preferentially allocates its bandwidth to queues with a static priority order. The proposed algorithm provides an efficient resource utilization by reducing the unused remaining bandwidth caused by the variable length of the packets. We also define the service classes and present control message formats conforming to the multi-point control protocol (MPCP) over an Ethernet PON. In order to evaluate the performance, we designed an Ethernet PON system on the basis of IEEE 802.3ah "Ethernet in the first mile" (EFM) using OPNET and carried out simulations. The results are analyzed in terms of the channel utilization, queuing delay, and ratio of the unused remaining bandwidth.

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Hierarchical-based Dynamic Bandwidth Allocation Algorithm for Multi-class Services in Ethernet PON (이더넷 PON에서 다중 클래스 서비스를 위한 계층적 구조 기반의 동적 대역 할당 알고리듬)

  • 한경은;안계현;김영천
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.3A
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    • pp.223-232
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    • 2004
  • In this paper we propose the hierarchical-based dynamic bandwidth allocation algorithm for multi-class services in Ethernet-PON. The proposed algorithm consists of the high level scheduler in OLT and the low level scheduler in ONU. The hierarchical architecture is able to provide scalability and resource efficiency in Ethernet-PON which has the distributed nature of the scheduling domain, with queues and the scheduler located at a large distance from each other. We also propose three dynamic bandwidth allocation algorithms for the low level scheduler: Proportional Allocation algorithm, Maximum Request First Allocation (MRFA) algorithm and High Priority First Allocation (HPFA) algorithm. We implement the Ethernet-PON standardized in the IEEE 802,3ah using OPNET. We also evaluate and analyze the performance for the proposed algorithms in terms of channel utilization, queuing delay and the amount of remainder.

Improving Transmission Performance of Real Time Traffic in HMIPv6 (HMIPv6에서 실시간 트래픽의 전송 성능 향상 방안)

  • Park, Won-Gil;Kim, Byung-Gi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.11B
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    • pp.960-968
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    • 2006
  • HMIPv6 improved the handover management of basic MIPv6 by introducing the new protocol agent MAP. In this new protocol, MAP instead of the Mobile Node intercepts all packets and redirects the packets to CoA of the Mobile Node. However, this process may degrade the network performance due to the centralization phenomenon of registration occurring in the hierarchical MAP structure. ffe propose two schemes to improve real time traffic performance. First proposal is a MAP selection mettled in which MAP is selected based on traffic characteristics. And we also propose differentiated traffic processing scheme with multi-level queues when Home Agent or Correspondent Nodes process Binding Update messages. Performances of the proposed scheme are analyzed. Analysis result shows that our model has good performance in the respect of location update cost and total cost of Mobile Nodes.

A Design of Bandwidth Allocation Scheme with Priority Consideration for Upstream Channel of Ethernet PON (Ethernet PON에서 서비스 클래스별 우선 순위를 고려한 상향 채널 대역 할당 기법)

  • 이호숙;유태환;문지현;이형호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.11A
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    • pp.859-866
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    • 2003
  • In this paper, we designed the bandwidth allocation scheme with priority consideration for upstream channel access of EthernetPON. The objective of our scheme is to control the multi services in more effective way according to their CoS(Class of Service) or QoS(Quality of Service). The designed scheme considers transmission priority in the both side of OLT and ONU. In the OLT's view, the Two-step scheduling algorithm is applied with which we can support multiple bandwidth allocation policies simultaneously, i.e. SBA for the time-sensitive, constant rate transmission services and DBA for the best-effort services. This Two-step scheduling algorithm reduces the scheduling complexity by separating the process of transmission start time decision from the process of grant generation. In the ONU's view, the proposed scheme controls 8 priority queues of the 802.1d recommended 8 service classes. Higher priority queue is serviced in prior during the allowed GATE time from OLT. The OPNET modeling and simulation result compares the performance of each bandwidth allocation policy with SBA or DBA only approach.