• 제목/요약/키워드: Scheduling Algorithm

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The Performance Analysis of CPU scheduling Algorithms in Operating Systems

  • Thangakumar Jeyaprakash;Ranjana P;Sambath M
    • International Journal of Computer Science & Network Security
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    • 제23권7호
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    • pp.165-170
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    • 2023
  • Scheduling algorithms plays a significant role in optimizing the CPU in operating system. Each scheduling algorithms schedules the processes in the ready queue with its own algorithm design and its properties. In this paper, the performance analysis of First come First serve scheduling, Non preemptive scheduling, Preemptive scheduling, Shortest Job scheduling and Round Robin algorithm has been discussed with an example and the results has been analyzed with the performance parameters such as minimum waiting time, minimum turnaround time and Response time.

분산처리 최적조류계산 기반 연계계통 급전계획 알고리즘 개발 (A New Dispatch Scheduling Algorithm Applicable to Interconnected Regional Systems with Distributed Inter-temporal Optimal Power Flow)

  • 정구형;강동주;김발호
    • 전기학회논문지
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    • 제56권10호
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    • pp.1721-1730
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    • 2007
  • SThis paper proposes a new dispatch scheduling algorithm in interconnected regional system operations. The dispatch scheduling formulated as mixed integer non-linear programming (MINLP) problem can efficiently be computed by generalized Benders decomposition (GBD) algorithm. GBD guarantees adequate computation speed and solution convergency since it decomposes a primal problem into a master problem and subproblems for simplicity. In addition, the inter-temporal optimal power flow (OPF) subproblem of the dispatch scheduling problem is comprised of various variables and constraints considering time-continuity and it makes the inter-temporal OPF complex due to increased dimensions of the optimization problem. In this paper, regional decomposition technique based on auxiliary problem principle (APP) algorithm is introduced to obtain efficient inter-temporal OPF solution through the parallel implementation. In addition, it can find the most economic dispatch schedule incorporating power transaction without private information open. Therefore, it can be expanded as an efficient dispatch scheduling model for interconnected system operation.

그리드 시스템을 위한 포인트 기반 스케줄링 알고리즘 (A Point-based Scheduling Algorithm for GRID Environment)

  • 오영은;김진석
    • 한국정보과학회논문지:시스템및이론
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    • 제32권11_12호
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    • pp.639-645
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    • 2005
  • 과학 기술이 발전함에 따라 대량의 정보를 분석하고 처리하기 위해 대두된 그리드 시스템은 이질적인 시스템 위에 구축된 환경이므로 사용자 작업을 효율적으로 할당하기 위한 스케줄링 알고리즘이 필요하다. 현재까지 여러 스케줄링 알고리즘이 연구되어 왔지만, 대부분 자원 사이의 네트웍 대역폭을 고려하지 않는 문제점을 가지고 있다. 본 논문에서는 이러한 문제점을 해결하기 위하여 글로벌 그리드 시스템에서의 스케줄링 알고리즘을 제안하였다. 또한 글로벌 그리드 시스템에서 사용되는 여러 알고리즘의 점수를 각각 계산하여 가장 점수가 낯은 알고리즘을 선택하는 포인트 기반 스케줄링 알고리즘을 제안하였으며, 시뮬레이션을 통하여 다른 스케줄링 알고리즘보다 성능이 뛰어남을 보였다.

분산 무선 네트워크 환경에서 트러스트 모델 기반의 작업 할당 스케줄링 알고리즘에 관한 연구 (An Analysis on the Scheduling Algorithm of Job Allocation Based on the Trust Model in Wireless Distributed Network)

  • 김태경;서희석
    • 디지털산업정보학회논문지
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    • 제4권1호
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    • pp.33-40
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    • 2008
  • This paper presents a new scheduling scheme in wireless distributed network. To overcome the limited information about unfamiliar mobile nodes and to reduce the required system performance, we propose a scheduling algorithm of job allocation based on the trust model. The suggested scheduler evaluate an unfamiliar mobile node's trust and make reference to the trust value of neighboring scheduler. This scheduling algorithm can avoid malicious or selfish mobile nodes by assigning low trust values. We also present a trust evaluation metric and show the efficiency of suggested scheduling algorithm by performance evaluation.

유연생산시스템에서 혼합할당규칙에 의한 일정계획에 관한 연구 (A Study on Scheduling by Mixed Dispatching rule in Flexible Manufacturing Systems)

  • 이동진;노인규
    • 산업경영시스템학회지
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    • 제21권47호
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    • pp.35-45
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    • 1998
  • Scheduling problem in Flexible Manufacturing Systems(FMS) is complex because of various situation of Manufacturing Systems. Especially, in case of short-term scheduling demanding high efficiency, low cost at short-period, efficient scheduling is a serious problem. To solve this problem, many dispatching rules are developed. But, it leave much to be desired, because real situation in shop floor is complex and real-time scheduling is needed in real manufacturing shop floor. In this paper, search algorithm that allocate different dispatching rules to each machine is presented to complement lack of dispatching rule and develop practical real-time scheduling system. The search algorithm is described in detail. First, algorithm detect machine breakdown, evaluate each dispatching rule. dispatching rules for each machine meeting performance criteria are ranked. The algorithm selects new dispatching nile for bottleneck machine. The effectivenes and efficiency of the mixed dispatching rule and search algorithm is demonstrated.

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지연 특성을 고려한 개선된 DWRR 셀 스케쥴링 알고리즘 (An Improved DWRR Cell Scheduling Algorithm based on the QoS of Delay)

  • 곽지영;김체훤;김두현;남지승
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 하계종합학술대회 논문집(3)
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    • pp.81-84
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    • 2000
  • Scheduling algorithm proposed in this paper is based on both DWRR(Dynamic Weighed Round Robin) method and QLT(Queue Length Threshold) method. The proposed scheduling algorithm guarantees delay property of realtime traffic, not considered in previous DWRR method, with serving realtime traffic preferentially by using RR(Round Robin) method which service each channel equally and QLT algorithm that is dynamic time priority method. Proposed cell scheduling algorithm may increase some complexity over conventional DWRR scheme because of delay priority based cell transmission method. However, due to reliable ABR service and congesition avoidance capacity, proposed scheduling algorithm has good performance over conventional DWRR scheme. Also, delay property based cell transmission method in proposed algorithm minimizes cell delay and requires less temporary buffer size

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Simulation Models for Investigation of Multiuser Scheduling in MIMO Broadcast Channels

  • Lee, Seung-Hwan;Thompson, John S.
    • ETRI Journal
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    • 제30권6호
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    • pp.765-773
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    • 2008
  • Spatial correlation is a result of insufficient antenna spacing among multiple antenna elements, while temporal correlation is caused by Doppler spread. This paper compares the effect of spatial and temporal correlation in order to investigate the performance of multiuser scheduling algorithms in multiple-input multiple-output (MIMO) broadcast channels. This comparison includes the effect on the ergodic capacity, on fairness among users, and on the sum-rate capacity of a multiuser scheduling algorithm utilizing statistical channel state information in spatio-temporally correlated MIMO broadcast channels. Numerical results demonstrate that temporal correlation is more meaningful than spatial correlation in view of the multiuser scheduling algorithm in MIMO broadcast channels. Indeed, the multiuser scheduling algorithm can reduce the effect of the Doppler spread if it exploits the information of temporal correlation appropriately. However, the effect of spatial correlation can be minimized if the antenna spacing is sufficient in rich scattering MIMO channels regardless of the multiuser scheduling algorithm used.

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네트워크 프로세서를 위한 다중 쓰레드 스케줄링 (Multi-thread Scheduling for the Network Processor)

  • 임강빈;박준구;정기현;최경희
    • 정보처리학회논문지C
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    • 제11C권3호
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    • pp.337-344
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    • 2004
  • 본 논문은 다중 프로세서(Multiprocessor) 기반 다중 쓰레드(Multithreaded) 구조의 네트워크 프로세서를 이용한 패킷 치리 시스템에서 패킷을 보다 고속으로 처리하기 위한 쓰레드 스케줄링 기법을 제안한다 이를 위하여 스케줄링과 관련한 인자를 실험을 통하여 얻고, 패킷 내용 및 다중 쓰레드 아키텍쳐를 표현하는 인자를 포함하도록 설계하였다. 시뮬레이터를 이용한 실험을 통하여 제안된 스케줄링 기법이 제공하는 처리율 및 부하 분산 정도가 다른 스케줄링 기법과 비교하여 효율적임을 증명하였다.

경쟁적 전력시장 하에서의 선행급전계획 알고리즘 개발에 관한 연구 (Development of the Pre-Dispatch Scheduling Algorithm in the Competitive Electricity Market)

  • 정구형;강동주;김발호
    • 전기학회논문지
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    • 제56권2호
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    • pp.260-267
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    • 2007
  • Systematic studies on the dispatch scheduling algorithm can enhance the efficiency of electricity market operation. In addition, as the dispatching policies in competitive electricity markets directly affect the market participants' profits, the dispatch scheduling procedure should be reasonable, systematic, and transparent. In this paper, we propose an unconstrained/constrained pre-dispatch scheduling algorithm and develop corresponding programs applicable to wholesale electricity markets.

유전알고리즘을 이용한 발전계통의 보수계획 수립 (Maintenance Scheduling using a Genetic Algorithm with New Crossover Operators)

  • 정정원;김정익
    • 대한전기학회논문지:전력기술부문A
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    • 제48권5호
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    • pp.545-552
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    • 1999
  • The Maintenance scheduling is one of the mid-term scheduling problems systems. There have been many methods for this problem, but there is no effective way to treat all the generators simultaneously. In this paper, we apply a genetic algorithm(GA) to the maintenance scheduling problem. We proposed new crossover operators(BOX type crossover) to improve searching ability of GA. Satisfactory results are obtained by GA with the proposed corssover operators.

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