• 제목/요약/키워드: distributed algorithms

검색결과 589건 처리시간 0.025초

분산 OCSP에서의 효율적인 로드 밸런싱 기법에 관한 모델링 및 시뮬레이션 (Modeling and Simulation of Efficient Load Balancing Algorithm on Distributed OCSP)

  • 최지혜;조대호
    • 한국시뮬레이션학회논문지
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    • 제13권4호
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    • pp.43-53
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    • 2004
  • The distributed OCSP (Online Certificate Status Protocol), composed of multiple responders, is a model that enhances the utilization of each responder and reduces the response time. In a multi-user distributed environment, load balancing mechanism must be developed for the improvement of the performance of the whole system. Conservative load balancing algorithms often ignore the communication cost of gathering the information of responders. As the number of request is increased, however, fail to consider the communication cost may cause serious problems since the communication time is too large to disregard. We propose an adaptive load balancing algorithm and evaluate the effectiveness by performing modeling and simulation. The principal advantage of new algorithm is in their simplicity: there is no need to maintain and process system state information. We evaluated the quality of load balancing achieved by the new algorithm by comparing the queue size of responders and analyzing the utilization of these responders. The simulation results show how efficiently load balancing is done with the new algorithm.

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Experimental Evaluation of Distributed Maximal Constraint Satisfaction Algorithm

  • Ando, Masahiko;Noto, Masato
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -3
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    • pp.1638-1641
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    • 2002
  • A constraint satisfaction problem (CSP) is a general framework that can formalize various application problems in artificial intelligence. In this paper, we will focus on an important subclass of distributed partial CSP called the distributed maximal CSP that can be applied to more practical kinds of problems. Specifically, we propose a method of solving distributed mammal CSPs using a combination of approximate and exact algorithms that yields faster optimal solutions than otherwise possible using conventional methods. Experimental results are presented that demonstrate the effectiveness of the proposed new approach.

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파장 분할 다중화(WDM) 망의 분산 파장 할당 알고리즘 (Distributed Wavelength Assignment Algorithm in WDM Networks)

  • 이쌍수
    • 한국통신학회논문지
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    • 제25권9A호
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    • pp.1405-1412
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    • 2000
  • In this paper, we propose an efficient dynamic wavelength assignment algorithm in distributed WDM (Wavelength-Division Multiplexing) networks without wavelength conversion. The algorithm tries to assign a locally-most-used wavelength distributedly on a fixed routing path. We first formulate our algorithm by using the concept of a sample space which consists of optical fibers connected to nodes on a routing path of a lightpath to be assigned a wavelength. In particular, we analyze the blocking performance mathematically as compared with that of the most-used (MU) wavelength assignment algorithm previously proposed for WDM networks under centralized control. We also obtain numerical results by simulation on the blocking performance of other centralized/distributed wavelength assignment algorithms as well as our algorithm using the M/M/c/c dynamic traffic model. Consequently, we show that analytical results match simulation results and that our algorithm is efficient in distributed WDM networks in terms of blocking performance, control traffic overhead and computation complexity.

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Duplication with Task Assignment in Mesh Distributed System

  • Sharma, Rashmi;Nitin, Nitin
    • Journal of Information Processing Systems
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    • 제10권2호
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    • pp.193-214
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    • 2014
  • Load balancing is the major benefit of any distributed system. To facilitate this advantage, task duplication and migration methodologies are employed. As this paper deals with dependent tasks (DAG), we used duplication. Task duplication reduces the overall schedule length of DAG along-with load balancing. This paper proposes a new task duplication algorithm at the time of tasks assignment on various processors. With the intention of conducting proposed algorithm performance computation; simulation has been done on the Netbeans IDE. The mesh topology of a distributed system is simulated at this juncture. For task duplication, overall schedule length of DAG is the main parameter that decides the performance of a proposed duplication algorithm. After obtaining the results we compared our performance with arbitrary task assignment, CAWF and HEFT-TD algorithms. Additionally, we also compared the complexity of the proposed algorithm with the Duplication Based Bottom Up scheduling (DBUS) and Heterogeneous Earliest Finish Time with Task Duplication (HEFT-TD).

Co-allocation 환경의 그리드 시스템에서 통신비용에 따른 스케줄링 알고리즘의 성능 분석 (Performance Evaluation of Scheduling Algorithms according to Communication Cost in the Grid System of Co-allocation Environment)

  • 강오한;강상성;김진석
    • 정보처리학회논문지A
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    • 제14A권2호
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    • pp.99-106
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    • 2007
  • 지역적으로 분산되어 있는 이기종의 시스템들을 하나로 묶어 사영하는 그리드 컴퓨팅이 차세대 병렬.분산 연산을 위한 새로운 패러다임으로 관심을 끌고 있다. 고속 네트워크로 연결된 다수의 컴퓨터 시스템이 사용자에게 통합된 가상의 컴퓨팅 서비스를 제공하는 그리드 시스템은 통신비용에 대한 중요성이 매우 크다. 따라서 그리드 환경에서 스케줄링 알고리즘은 작업의 실행시간을 단축하기 위하여 자원들의 연산능력과 함께 통신에 대한 비용을 고려하여야 한다. 그러나 현재까지 발표된 대부분의 스케줄링 알고리듬들은 작업이 한 클러스터에서 처리되는 것을 가정함으로써 통신비용을 무시하였으며, 작업이 다수의 클러스터에 분산되어 처리되는 경우에도 통신비용에 관한 오버헤드를 고려하지 않았다. 본 논문에서는 그리드 시스템에 적합한 기존 스케줄링 알고리즘들의 성능을 분석하였으며, 작업이 다수의 클러스터에 분산되어 수행되는 co-allocation 환경에서 통신비용을 고려하여 알고리즘들의 성능을 비교하고 분석하였다.

Distributed Matching Algorithms for Spectrum Access: A Comparative Study and Further Enhancements

  • Ali, Bakhtiar;Zamir, Nida;Ng, Soon Xin;Butt, Muhammad Fasih Uddin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권4호
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    • pp.1594-1617
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    • 2018
  • In this paper, we consider a spectrum access scenario which consists of two groups of users, namely Primary Users (PUs) and Secondary Users (SUs) in Cooperative Cognitive Radio Networks (CCRNs). SUs cooperatively relay PUs messages based on Amplify-and-Forward (AF) and Decode-and-Forward (DF) cooperative techniques, in exchange for accessing some of the spectrum for their secondary communications. From the literatures, we found that the Conventional Distributed Algorithm (CDA) and Pragmatic Distributed Algorithm (PDA) aim to maximize the PU sum-rate resulting in a lower sum-rate for the SU. In this contribution, we have investigated a suit of distributed matching algorithms. More specifically, we investigated SU-based CDA (CDA-SU) and SU-based PDA (PDA-SU) that maximize the SU sum-rate. We have also proposed the All User-based PDA (PDA-ALL), for maximizing the sum-rates of both PU and SU groups. A comparative study of CDA, PDA, CDA-SU, PDA-SU and PDA-ALL is conducted, and the strength of each scheme is highlighted. Different schemes may be suitable for different applications. All schemes are investigated under the idealistic scenario involving perfect coding and perfect modulation, as well as under practical scenario involving actual coding and actual modulation. Explicitly, our practical scenario considers the adaptive coded modulation based DF schemes for transmission flexibility and efficiency. More specifically, we have considered the Self-Concatenated Convolutional Code (SECCC), which exhibits low complexity, since it invokes only a single encoder and a single decoder. Furthermore, puncturing has been employed for enhancing the bandwidth efficiency of SECCC. As another enhancement, physical layer security has been applied to our system by introducing a unique Advanced Encryption Standard (AES) based puncturing to our SECCC scheme.

수치 고도 분석 : 분포형 흐름 분배 알고리즘 (A Digital Elevation Analysis : Sparially Distributed Flow Apportioning Algorithm)

  • 김상현;김경현;정선희
    • 한국수자원학회논문집
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    • 제34권3호
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    • pp.241-251
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    • 2001
  • 단일 흐름 기법과 다방향 흐름 기법의 장점을 선택적으로 고려하여 기존 알고리즘의 약점을 보완하기 위한 분포형 수문모형의 흐름 분배 알고리즘을 제안하였다. 상경사(upslop) 격자로부터의 누적 면적을 조절하기 위해 공간적으로 변화된 흐름 분배 상수가 도입되었다. 또한 실제 수로망을 표현하기 위해 수로형성면적(channel initiation threshold area; CIT) 개념을 확장하여 흐름 분배 알고리즘에 결합시켰다. 실제 유역에 대한 적용 결과, 선형적으로 분포된 흐름 분배 기법이 기존의 접근방법에 대한 몇가지 장점을 보였는데, 예를 들어 수로 근처 격자에서의 과다한 흐름 분산 문제의 완화, 수로 격자의 연결성, 포화면적의 연속성과 기존 알고리즘에서의 매개변수 보정의 무시와 같은 것이다. 그리고 격자 크기의 영향이 통계적으로 뿐만아니라 공간적으로 검토되었다.

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Integrated Voltage and Power Flow Management Considering the Cost of Opera in Active Distribution Networks

  • Xu, Tao;Guo, Lingxu;Wei, Wei;Wang, Xiaoxue;Wang, Chengshan;Lin, Jun;Li, Tianchu
    • Journal of Electrical Engineering and Technology
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    • 제11권2호
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    • pp.274-284
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    • 2016
  • The increasing penetration of distributed energy resources on the distribution networks have brought a number of technical impacts where voltage and thermal variations have been identified as the dominant effects. Active network management in distribution networks aims to integrate distributed energy resources with flexible network management so that distributed energy resources are organized to make better use of existing capacity and infrastructure. This paper propose active solutions which aims to solve the voltage and thermal issues in a distributed manner utilizing a collaborative approach. The proposed algorithms have been fully tested on a distribution network with distributed generation units.

석탄화력발전소 보일러 연료제어 알고리즘과 분산제어시스템의 개발 (The Development of Boiler Fuel Control Algorithm and Distributed Control System for Coal-Fired Power Plant)

  • 임건표;이흥호
    • 전기학회논문지P
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    • 제62권1호
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    • pp.36-44
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    • 2013
  • This paper is written for the development and application of boiler fuel control algorithm and distributed control system of coal-fired power plant by the steps of design, coding, simulation test, site installation and site commissioning test. Fuel control algorithm has the upper algorithm and it is boiler master control algorithm that controls the fuel, feed water, air by generation output demand. Generation output demand by power load influences fuel control. Because fuel can not be supplied fast to the furnace of boiler, fuel control algorithm was designed adequately to control the steam temperature and to prevent the explosion of boiler. This control algorithms were coded to the control programs of distributed control systems which were developed domestically for the first time. Simulator for coal-fired power plant was used in the test step. After all of distributed control systems were connected to the simulator, the tests of the actual power plant were performed successfully. The reliability was obtained enough to be installed at the actual power plant and all of distributed control systems had been installed at power plant and all signals were connected mutually. Tests for reliability and safety of plant operation were completed successfully and power plant is being operated commercially. It is expected that the project result will contribute to the safe operation of domestic new and retrofit power plants, the self-reliance of coal-fired power plant control technique and overseas business for power plant.

PD-DESYNC: Practical and Deterministic Desynchronization in Wireless Sensor Networks

  • Hyun, Sang-Hyun;Kim, Geon;Yang, Dongmin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권8호
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    • pp.3880-3899
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    • 2019
  • Distributive desynchronization algorithms based on pulse-coupled oscillator (PCO) models have been proposed for achieving collision-free wireless transmissions. These algorithms do not depend on a global clock or infrastructure overheads. Moreover, they gradually converge to fair time-division multiple access (TDMA) scheduling by broadcasting a periodic pulse signal (called a 'firing') and adjusting the next firing time based on firings from other nodes. The time required to achieve constant spacing between phase neighbors is estimated in a closed form or via stochastic modeling. However, because these algorithms cannot guarantee the completion of desynchronization in a short and bounded timeframe, they are not practical. Motivated by the limitations of these methods, we propose a practical solution called PD-DESYNC that provides a short and deterministic convergence time using a flag firing to indicate the beginning of a cycle. We demonstrate that the proposed method guarantees the completion of desynchronization within three cycles, regardless of the number of nodes. Through extensive simulations and experiments, we confirm that PD-DESYNC not only outperforms other algorithms in terms of convergence time but also is a practical solution.