• 제목/요약/키워드: M/M/s Queueing Model

Search Result 29, Processing Time 0.027 seconds

A System Analysis of a Controllable Queueing Model Operating under the {T:Min(T,N)} Policy (조정가능한 대기모형에 {T:Min(T,N)} 운용방침이 적용되었을 때의 시스템분석)

  • Rhee, Hahn-Kyou
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.38 no.1
    • /
    • pp.21-29
    • /
    • 2015
  • A steady-state controllable M/G/1 queueing model operating under the {T:Min(T,N)} policy is considered where the {T:Min(T,N)} policy is defined as the next busy period will be initiated either after T time units elapsed from the end of the previous busy period if at least one customer arrives at the system during that time period, or after T time units elapsed without a customer' arrival, the time instant when Nth customer arrives at the system or T time units elapsed with at least one customer arrives at the system whichever comes first. After deriving the necessary system characteristics including the expected number of customers in the system, the expected length of busy period and so on, the total expected cost function per unit time for the system operation is constructed to determine the optimal operating policy. To do so, the cost elements associated with such system characteristics including the customers' waiting cost in the system and the server's removal and activating cost are defined. Then, procedures to determine the optimal values of the decision variables included in the operating policy are provided based on minimizing the total expected cost function per unit time to operate the queueing system under considerations.

A Study on the Determination of the Optimal Service Level by the Travel-Time Models (Travel-Time 모델을 이용(利用)한 최적(最適) 서어비스 수준(水準) 결정(決定)에 관한 연구(硏究))

  • Park, Byeong-Gi;Jeong, Jong-Sik
    • Journal of Korean Society for Quality Management
    • /
    • v.17 no.2
    • /
    • pp.142-148
    • /
    • 1989
  • In order to determine the level of service which minimizes the total of expected cost of service and the expected cost of waiting for that service, the important considerations are to evaluate the distance traveled to and from a service facility (D) and the expected number of mechanics in queueing system (L). The travel-time models are very useful when the servers must travel to the customer from the service facility. Thus, in this paper we studied on the determination of the optimal service level by the travel-time models. In order to decide the optimal service level, (D) has been introduced as a uniform distribution and (L) has been introduced as M/M/S model of queueing theory.

  • PDF

Performance Analysis of a Statistical Packet Voice/Data Multiplexer (통계적 패킷 음성 / 데이터 다중화기의 성능 해석)

  • 신병철;은종관
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.11 no.3
    • /
    • pp.179-196
    • /
    • 1986
  • In this paper, the peformance of a statistical packet voice/data multiplexer is studied. In ths study we assume that in the packet voice/data multiplexer two separate finite queues are used for voice and data traffics, and that voice traffic gets priority over data. For the performance analysis we divide the output link of the multiplexer into a sequence of time slots. The voice signal is modeled as an (M+1) - state Markov process, M being the packet generation period in slots. As for the data traffic, it is modeled by a simple Poisson process. In our discrete time domain analysis, the queueing behavior of voice traffic is little affected by the data traffic since voice signal has priority over data. Therefore, we first analyze the queueing behavior of voice traffic, and then using the result, we study the queueing behavior of data traffic. For the packet voice multiplexer, both inpur state and voice buffer occupancy are formulated by a two-dimensional Markov chain. For the integrated voice/data multiplexer we use a three-dimensional Markov chain that represents the input voice state and the buffer occupancies of voice and data. With these models, the numerical results for the performance have been obtained by the Gauss-Seidel iteration method. The analytical results have been verified by computer simylation. From the results we have found that there exist tradeoffs among the number of voice users, output link capacity, voic queue size and overflow probability for the voice traffic, and also exist tradeoffs among traffic load, data queue size and oveflow probability for the data traffic. Also, there exists a tradeoff between the performance of voice and data traffics for given inpur traffics and link capacity. In addition, it has been found that the average queueing delay of data traffic is longer than the maximum buffer size, when the gain of time assignment speech interpolation(TASI) is more than two and the number of voice users is small.

  • PDF

A study on IWU functions interconnecting LANs via B-ISDN (B-ISDN을 경유한 LAN간 접속 IWU 기능에 관한 연구)

  • 이종영;조용구;오영환
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.21 no.7
    • /
    • pp.1746-1755
    • /
    • 1996
  • In this paper, we propose the protocol stact and the server functions of IWU which interconnects distributed LAN's users by using of B-ISDN. The protocol stact of interconnecting IWU under consideration users TCP/IP in upper layer. TCP/IP is popular communication protocol in interconnecting distributed LANs. The interconnecting IWU has server functions for transfering datagrams to B-ISDN such as address translation, fragment and reassembly, CL server, signalling and traffic control. We analyze the performance ofinterconnecting IWU with M/M/1/K queueing model and obtain the throughput and buffer size of interconnecting IWU.

  • PDF

A study on the designing f private networks considering response time under packet switching network environment (패킷교환망 환경하에서 응답시간을 고려한 사설망 설계에 관한 연구)

  • 이영찬;민재형
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 1996.10a
    • /
    • pp.157-161
    • /
    • 1996
  • This paper presents a method for designing private networks considering response time under packet switching network environment Specifically, we propose the designing process of a private network, where the host is assumed to be synchronous and the terminals to be asynchronous, according to protocol and access lines. To calculate the response time for the networks, we use the mutual independent M/M/1 and M/W/s queueing models. Comparing the response time derived from the model with the actual one, it is found that the model yields almost same performance in a more economic way. From the experiment, it is suggested that the necessary number of lines as well as the response time for a specific network can be estimated properly by sensitivity analysis.

  • PDF

Analysis of an M/M/1 Queue with an Attached Continuous-type (s,S)-inventory ((s,S)-정책하의 연속형 내부재고를 갖는 M/M/1 대기행렬모형 분석)

  • Park, Jinsoo;Lee, Hyeon Geun;Kim, Jong Hyeon;Yun, Eun Hyeuk;Baek, Jung Woo
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.23 no.5
    • /
    • pp.19-32
    • /
    • 2018
  • This study focuses on an M/M/1 queue with an attached continuous-type inventory. The customers arrive into the system according to the Poisson process, and are served in their arrival order; i.e., first-come-first-served. The service times are assumed to be independent and identically distributed exponential random variable. At a service completion epoch, the customer consumes a random amount of inventory. The inventory is controlled by the traditional (s, S)-inventory policy with a generally distributed lead time. A customer that arrives during a stock-out period assumed to be lost. For the number of customers and the inventory size, we derive a product-form stationary joint probability distribution and provide some numerical examples. Besides, an operational strategy for the inventory that minimizes the long-term cost will also be discussed.

Performance Analysis of Traffic Shaper for an MPEG Video Source (MPEG 비디오원을 대상으로 한 트래픽 쉐이퍼의 성능 분석)

  • Lee, S.C.;Lee, M.Y.;Hong, J.S.;Lie, C.H.
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.23 no.1
    • /
    • pp.23-37
    • /
    • 1997
  • In this paper, performance analysis of video traffic shaper for Motion Picture Experts Group (MPEG) video traffic in on ATM network are investigated. Traffic shaping for MPEG video traffic is proposed as a traffic control function in ATM networks. The proposed shaper smoothes video traffics by controling the output rate of the buffer, which is placed in an MPEG source, according to I,B,P frame sequences of MPEG. In performance analysis of an video traffic shaper, a periodic botch arrival model is suggested to describe cell streams in a frame of MPEG video traffic. The queueing model which has periodic independent botch arrival and periodic deterministic service time is used to obtain the cell loss ratio, the mean cell delay, and the measure of smoothing effect. Simulation results are used to validate this queueing model. The cell loss performance of ATM multiplexer is measured by simulation study with real MPEG-1 data. From the viewpoint of traffic load, the cell loss ratio is observed to be considerably high, which is considered to result from the burstiness of MPEG video traffic. As a result, it is shown that the shaping decreases cell loss ratio of multiplexer. The results of this paper can be employed to establish a basic guideline in the implementation of a traffic control scheme and the design of ATM multiplexer for MPEG video traffic.

  • PDF

A Study on a Bandwidth Guarantee Method of Subscriber-based DiffServ in Access Networks (액세스 망에서의 DiffServ 기반 가입자 대역 보장 방법 연구)

  • Park, Hea-Sook;Kim, Hae-Sook;Youn, Cheong
    • The KIPS Transactions:PartC
    • /
    • v.12C no.5 s.101
    • /
    • pp.709-716
    • /
    • 2005
  • QoS is an important requirement of the FTTH (Fiber To The Home) subscriber in access network using E-PON (Ethernet Passive Optical Network). In this research, we describe the structure of the access network and propose a bandwidth guarantee scheme for subscriber and service according to the requirements of the subscriber, service and system. This scheme uses two kinds of the classification table, which are called 'service classification table' and 'subscriber classification table.' Using the classification table, we can identify the flow of the subscriber and service. Also, we compute the number of hash table entry to minimize the loss ratio of flows using the M/G/k/k queueing model. Finally, we apply the DRR scheduling through virtual queueing per subscriber instead of the aggregated class.

Application of Procrustes Analysis Method for Efficient Analysis of Simulation Outputs (시뮬레이션 출력의 효율적인 분석을 위한 프로크루스테스 기법의 응용)

  • Lee, Yeong-Hae;Park, Kyeong-Jong;Moon, Kee-S.
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.20 no.4
    • /
    • pp.73-84
    • /
    • 1994
  • Output analysis is one of the most important fields of simulation to achieve the accurate simulation results. This study shows how to analyze simulation output data in the steady state using Procrustes analysis technique which has not been used in the field of simulation yet. In this paper Procrustes analysis method is used to perform the analysis of simulation output efficiently and effectively by applying the improved version of the method. The experiments are conducted using M/M/1 queueing simulation model. The results obtained by Procrustes analysis method show better estimates for average waiting times and average queue lengths which are closer to true values and narrower confidence intervals than when replication-deletion method is used. Also it requires the smaller number of simulation runs.

  • PDF

Performance Study of IEEE 802.11b Wireless LAN AP (IEEE 802.11b 무선랜에서의 성능 연구)

  • 민경수;오태원
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2002.05a
    • /
    • pp.643-646
    • /
    • 2002
  • In this paper, we analyse the performance of the system connected with several networks, that is, the system has one bulk input and several server by using queueing model - G $I^{⒳}$/M/c/N. in this paper we investigate some parameters from steady state probability and examine the average waiting time and blocking probability from those parameters.s.

  • PDF