• 제목/요약/키워드: Optimal Buffer Control

검색결과 64건 처리시간 0.022초

Exact perturbation analysis technique and optimal buffer storage design for tandem queueing networks

  • Kwon, Wook-Hyun;Park, Hong-Seong;Chung, B.J.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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    • pp.469-475
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    • 1991
  • In this paper, we suggest the exact perturbation analysis(Exact_PA) technique with respect to the buffer storage in tandem queueing networks, through which the optimal buffer storage design problem is considered. The discrete event dynamic equations for the departure time of a customer are presented together with the basic properties of Full Out(FO) and No Input(NI) with respect to the buffer storage. The new perturbation rules with respect to the buffer storage are suggested, from which the exact perturbed path can be obtained. The optimal buffer storage problem is presented by introducing a performance measure consisting of the throughput and the buffer storage cost. An optimization algorithm maximizing this performance measure is derived by using the Exact_PA technique. The proposed perturbation analysis technique and the optimization algorithm are validated by numerical examples.

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하모니서치 알고리즘을 이용한 반도체 공정의 최적버퍼 크기 결정 (Determination of Optimal Buffer Size for Semiconductor Production System using Harmony Search Algorithm)

  • 이병길;변민석;김여진;이종환
    • 반도체디스플레이기술학회지
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    • 제19권4호
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    • pp.39-45
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    • 2020
  • In the production process, the buffer acts as a buffer to alleviate some of the problems such as delays in delivery and process control failures in unexpected situations. Determining the optimal buffer size can contribute to system performance, such as increased output and resource utilization. However, there are difficulties in allocating the optimal buffer due to the complexity of the process or the increase in the number of variables. Therefore, the purpose of this research is proposing an optimal buffer allocation that maximizes throughput. First step is to design the production process to carry out the research. The second step is to maximize the throughput through the harmony search algorithm and to find the buffer capacity that minimizes the lead time. To verify the efficiency, comparing the ratio of the total increase in throughput to the total increase in buffer capacity.

고속 네트워크 환경에서 최적AQM기반의 혼잡제어를 통한 실시간 데이터 전송 (Real-time data transmission through congestion control based on optimal AQM in high-speed network environment)

  • 황성규
    • 한국정보통신학회논문지
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    • 제25권7호
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    • pp.923-929
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    • 2021
  • TCP 통신, 패킷통신은 고품질과 고신뢰성 확보를 위해서는 전송제어 기술이 필요하다. 그러나 실시간 데이터 전송의 경우 비효율적 전송 문제가 발생한다. 이러한 문제점을 극복하여 패킷의 신뢰성 전송을 위해 일반적으로는 단순히 버퍼 수위를 지표로 하는 조기혼잡제어를 사용 하였다. 혼잡을 제어하는 시점을 버퍼 수위에 기준을 두기 때문에 혼잡제어 시점과 해지 시점의 제어가 지연된다. 따라서 본 논문에서는 버퍼 수위 지표뿐만 아니라 네트워크 혼잡을 측정하는 전송 속도와 버퍼 수위가 최적의 설정 이상 수준에 근접하도록 패킷 폐기확률을 결정하는 이상적인 버퍼 수위와 함께 분류 하였다. 제안 방법을 입증하기 위한 실험에서 설정한 이상적인 버퍼 수위에 의해 평균버퍼 수위가 유지되게 함으로 직접 제어할 수 있음을 결과로 나타내었다.

Lifetime Maximization of Wireless Video Sensor Network Node by Dynamically Resizing Communication Buffer

  • Choi, Kang-Woo;Yi, Kang;Kyung, Chong Min
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권10호
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    • pp.5149-5167
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    • 2017
  • Reducing energy consumption in a wireless video sensor network (WVSN) is a crucial problem because of the high video data volume and severe energy constraints of battery-powered WVSN nodes. In this paper, we present an adaptive dynamic resizing approach for a SRAM communication buffer in a WVSN node in order to reduce the energy consumption and thereby, to maximize the lifetime of the WVSN nodes. To reduce the power consumption of the communication part, which is typically the most energy-consuming component in the WVSN nodes, the radio needs to remain turned off during the data buffer-filling period as well as idle period. As the radio ON/OFF transition incurs extra energy consumption, we need to reduce the ON/OFF transition frequency, which requires a large-sized buffer. However, a large-sized SRAM buffer results in more energy consumption because SRAM power consumption is proportional to the memory size. We can dynamically adjust any active buffer memory size by utilizing a power-gating technique to reflect the optimal control on the buffer size. This paper aims at finding the optimal buffer size, based on the trade-off between the respective energy consumption ratios of the communication buffer and the radio part, respectively. We derive a formula showing the relationship between control variables, including active buffer size and total energy consumption, to mathematically determine the optimal buffer size for any given conditions to minimize total energy consumption. Simulation results show that the overall energy reduction, using our approach, is up to 40.48% (26.96% on average) compared to the conventional wireless communication scheme. In addition, the lifetime of the WVSN node has been extended by 22.17% on average, compared to the existing approaches.

An Optimal Operating Policy for Two-stage Flow Lines with Machine Failures

  • Koh, Shie-Gheun;Hwang, Hark
    • 한국경영과학회지
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    • 제21권2호
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    • pp.17-33
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    • 1996
  • Automatic transfer defined as an integrated system with a number of workstations, interstation storage buffers, automatic device and a control system, play a major role in ass production systems. Due to high capital investment needed for an automatic transferline, greater care should be taken in its design so as to maximize the system performance. One may to control the system performance is to control buffer storage. To control the interstation work-in-process inventory, we propose dual limit switches which control the buffer storage with two parameters, R and r. Under the policy, proceding station is forced down when the inventory level in the buffer reaches R until the level falls to r. For the model developed, we analyze the system characteristics and find the optimal control parameters with a serach procedure.

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Petri Net Modeling and Analysis for Periodic Job Shops with Blocking

  • Lee, Tae-Eog;Song, Ju-Seog
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1996년도 춘계공동학술대회논문집; 공군사관학교, 청주; 26-27 Apr. 1996
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    • pp.314-314
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    • 1996
  • We investigate the scheduling problem for periodic job shops with blocking. We develop Petri net models for periodic job shops with finite buffers. A buffer control method would allow the jobs to enter the input buffer of the next machine in the order for which they are completed. We discuss difficulties in using such a random order buffer control method and random access buffers. We thus propose an alternative buffer control policy that restricts the jobs to enter the input buffer of the next machine in a predetermined order. The buffer control method simplifies job flows and control systems. Further, it requires only a cost-effective simple sequential buffer. We show that the periodic scheduling model with finite buffers using the buffer control policy can be transformed into an equivalent periodic scheduling model with no buffer, which is modeled as a timed marked graph. We characterize the structural properties for deadlock detection. Finally, we develop a mixed integer programming model for the no buffer problem that finds a deadlock-free optimal sequence that minimizes the cycle time.

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Energy-efficient Buffer-aided Optimal Relay Selection Scheme with Power Adaptation and Inter-relay Interference Cancellation

  • Xu, Xiaorong;Li, Liang;Yao, Yingbiao;Jiang, Xianyang;Hu, Sanqing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권11호
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    • pp.5343-5364
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    • 2016
  • Considering the tradeoff between energy consumption and outage behavior in buffer-aided relay selection, a novel energy-efficient buffer-aided optimal relay selection scheme with power adaptation and Inter-Relay Interference (IRI) cancellation is proposed. In the proposed scheme, energy consumption minimization is the objective with the consideration of relay buffer state, outage probability and relay power control, in order to eliminate IRI. The proposed scheme selects a pair of optimal relays from multiple candidate relays, denoted as optimal receive relay and optimal transmit relay respectively. Source-relay and relay-destination communications can be performed within a time-slot, which performs as Full-Duplex (FD) relaying. Markov chain model is applied to analyze the evolution of relay buffer states. System steady state outage probability and achievable diversity order are derived respectively. In addition, packet transmission delay and power reduction performance are investigated with a specific analysis. Numerical results show that the proposed scheme outperforms other relay selection schemes in terms of outage behavior with power adaptation and IRI cancellation in the same relay number and buffer size scenario. Compared with Buffer State relay selection method, the proposed scheme reduces transmission delay significantly with the same amount of relays. Average transmit power reduction can be implemented to relays with the increasing of relay number and buffer size, which realizes the tradeoff between energy-efficiency, outage behavior and delay performance in green cooperative communications.

버퍼제약에 의한 영상압축 적응양자화 알고리듬 (A Buffer-constrained Adaptive Quantization Algorithm for Image Compression)

  • 박대철;정두영
    • 한국멀티미디어학회논문지
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    • 제5권3호
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    • pp.249-254
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    • 2002
  • 본 논문에서는 영상압축을 위한 버퍼제약에 의한 적응양자화 알고리즘에 대해서 논하고져 한다. 버퍼제약에 의한 알고리즘은 source coding과 더불어 그간 연구되다가, 최근에는 비트율 왜곡의 이름으로 연구가 더욱 진전돼 오고 있다. 여기에서 우리는 버퍼 occupancy의 값이 비트율 왜곡의 측정치에서 Lagrange multiplier 형식으로 통합되는 것을 제안한다. 여기서 제안하는 알고리즘이 Viterbi 알고리즘과는 반대로 최적치에는 약간 못미치는 성능을 보여주지만, 대신 계산의 복잡도가 매우 낮을 뿐 아니라, 버퍼 제어 알고리즘의 안정도를 Liapnov의 안정화이론을 이용해서 간단하게 설명 할 수 있다는 것이다.

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Auto Regulated Data Provisioning Scheme with Adaptive Buffer Resilience Control on Federated Clouds

  • Kim, Byungsang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권11호
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    • pp.5271-5289
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    • 2016
  • On large-scale data analysis platforms deployed on cloud infrastructures over the Internet, the instability of the data transfer time and the dynamics of the processing rate require a more sophisticated data distribution scheme which maximizes parallel efficiency by achieving the balanced load among participated computing elements and by eliminating the idle time of each computing element. In particular, under the constraints that have the real-time and limited data buffer (in-memory storage) are given, it needs more controllable mechanism to prevent both the overflow and the underflow of the finite buffer. In this paper, we propose an auto regulated data provisioning model based on receiver-driven data pull model. On this model, we provide a synchronized data replenishment mechanism that implicitly avoids the data buffer overflow as well as explicitly regulates the data buffer underflow by adequately adjusting the buffer resilience. To estimate the optimal size of buffer resilience, we exploits an adaptive buffer resilience control scheme that minimizes both data buffer space and idle time of the processing elements based on directly measured sample path analysis. The simulation results show that the proposed scheme provides allowable approximation compared to the numerical results. Also, it is suitably efficient to apply for such a dynamic environment that cannot postulate the stochastic characteristic for the data transfer time, the data processing rate, or even an environment where the fluctuation of the both is presented.

준비비와 재고비를 고려한 직렬 비연속 공정과 중간 저장조의 최적설계 (Optimal design of batch-storage serial trains considering setup and inventory holding cost)

  • 이경범
    • 제어로봇시스템학회논문지
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    • 제3권4호
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    • pp.398-405
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    • 1997
  • This article presents a new model which is called Periodic Square-Wave(PSW) to describe the material flow of the periodic processes involving intermediate buffer. The material flows incoming into and outgoing from the intermediate buffer are assumed to be periodic square shaped. PSW model gives the same result as that of Economic Production Quantity(EPQ) model for determining optimal lot size of single stage batch storage system. However, for batch storage serial train system, PSW model gives a different optimal solution of about 6 % reduced total cost. PSW model provides the more accurate information on inventory and production system than the classical approach by maintaining simplicity and increasing computational burden.

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