• 제목/요약/키워드: dynamic resource allocation

검색결과 171건 처리시간 0.025초

A Dynamic Bandwidth Allocation and Call Admission Control Method for Quality of Service Control of VBR Video Traffic

  • Yoo, Sang-Jo;Kim, Seong-Dae
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 ITC-CSCC -1
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    • pp.27-30
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    • 2000
  • In this paper, we propose a new dynamic bandwidth allocation and call admission control method for the VBR video sources with QoS constraints to provide user's quality of service requirements and at the same time to achieve an efficient resource management in networks. The proposed mechanism dynamically adjusts the necessary bandwidth by the networks based on the provided quality of service satisfaction degree of each connection in respect to the user's requirements in terms of loss ratio and average delay Simulation results show that our proposed dynamic method is able to provide the desired level of quality of service and high utilization.

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A Joint Resource Allocation Scheme for Relay Enhanced Multi-cell Orthogonal Frequency Division Multiple Networks

  • Fu, Yaru;Zhu, Qi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제7권2호
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    • pp.288-307
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    • 2013
  • This paper formulates resource allocation for decode-and-forward (DF) relay assisted multi-cell orthogonal frequency division multiple (OFDM) networks as an optimization problem taking into account of inter-cell interference and users fairness. To maximize the transmit rate of system we propose a joint interference coordination, subcarrier and power allocation algorithm. To reduce the complexity, this semi-distributed algorithm divides the primal optimization into three sub-optimization problems, which transforms the mixed binary nonlinear programming problem (BNLP) into standard convex optimization problems. The first layer optimization problem is used to get the optimal subcarrier distribution index. The second is to solve the problem that how to allocate power optimally in a certain subcarrier distribution order. Based on the concept of equivalent channel gain (ECG) we transform the max-min function into standard closed expression. Subsequently, with the aid of dual decomposition, water-filling theorem and iterative power allocation algorithm the optimal solution of the original problem can be got with acceptable complexity. The third sub-problem considers dynamic co-channel interference caused by adjacent cells and redistributes resources to achieve the goal of maximizing system throughput. Finally, simulation results are provided to corroborate the proposed algorithm.

위성/지상 겸용 망 내 간섭을 고려한 최적 자원 할당 방식 (An Efficient Resource Allocation Scheme For An Integrated Satellite/Terrestrial Networks)

  • 박운희;김희욱;오대섭;장대익
    • 한국통신학회논문지
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    • 제40권2호
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    • pp.298-306
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    • 2015
  • 본 논문에서는 위성/지상 겸용 망에서 위성 망과 지상 망간 주파수를 효율적으로 공유할 수 있도록 기여하는 최적의 자원 할당 방식에 대한 성능을 비교 분석한다. 제안된 방식은 동일한 주파수를 사용하는 위성 빔과 인접 빔 내 지상 셀 시스템 간 발생할 수 있는 간섭을 경감시킴과 동시에 망 내 발생한 트래픽 요구량을 만족시키기 위해 필요한 전력을 최적화하여 주파수 자원 이용 효율을 향상시킬 수 있다. 이와 같은 겸용 망에서는 각 시스템 간 상이한 트래픽 환경 및 업/하향링크 환경에 따라 주파수를 공유하는 위성과 지상 시스템 간 간섭 환경이 달라질 수 있다. 따라서 본 논문에서는 위성/지상 겸용 망에서의 업/하향링크 환경을 가정한 성능을 비교 분석함으로써 보다 실제 통신 환경에서의 제안된 알고리즘에 대한 성능의 우수성을 보인다.

An Efficient Scheduling Method for Grid Systems Based on a Hierarchical Stochastic Petri Net

  • Shojafar, Mohammad;Pooranian, Zahra;Abawajy, Jemal H.;Meybodi, Mohammad Reza
    • Journal of Computing Science and Engineering
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    • 제7권1호
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    • pp.44-52
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    • 2013
  • This paper addresses the problem of resource scheduling in a grid computing environment. One of the main goals of grid computing is to share system resources among geographically dispersed users, and schedule resource requests in an efficient manner. Grid computing resources are distributed, heterogeneous, dynamic, and autonomous, which makes resource scheduling a complex problem. This paper proposes a new approach to resource scheduling in grid computing environments, the hierarchical stochastic Petri net (HSPN). The HSPN optimizes grid resource sharing, by categorizing resource requests in three layers, where each layer has special functions for receiving subtasks from, and delivering data to, the layer above or below. We compare the HSPN performance with the Min-min and Max-min resource scheduling algorithms. Our results show that the HSPN performs better than Max-min, but slightly underperforms Min-min.

하향링크 무선 통신 시스템에서의 Inter-cell DCA 알고리즘 (Inter-cell DCA Algorithm for Downlink Wireless Communication Systems)

  • 김효수;김동회;박승영
    • 한국통신학회논문지
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    • 제33권7A호
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    • pp.693-701
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    • 2008
  • 주파수 재 사용률이 1인 OFDMA(Orthogonal Frequency Division Multiple Access) 시스템에서는 인접한 셀에서 동일채널을 사용하는 것은 셀 간 간섭(Inter-cell-Interference)이 발생하므로 셀 간 간섭을 최소로 하는 채널할당이 이루어져야 한다. 본 논문에서는 OFDMA환경에서 새로운 최대 CNIR(Carrier to Noise and Interference Ratio) 기반의 분산형 Inter-cell DCA (Dynamic Channel Allocation) 알고리즘을 제안한다. 제안된 Inter-cell DCA 알고리즘은 자신의 셀에서 채널할당 요구 시 자신의 셀 내에서 채널이 포화상태이거나 할당 가능한 채널이 남아 있지만 주변 셀 간섭으로 인해 기준 CNIR 문턱치 값을 만족하지 못할 경우에도 인접한 셀의 할당 가능한 채널들의 CNIR을 검색하여 최대 값을 갖는 채널을 할당하는 방법이다. 제안된 방법은 채널 할당 확률을 높여 신규호 블록율과 신규호 생성에 의한 기존채널의 강제 종료율을 동시에 감소시켜 시스템 수율을 향상시킬 수 있음을 시뮬레이션을 통해 확인하였다.

Controller Area Network 의 실시간 서비스 품질 향상을 위한 동적 ID 할당 알고리즘 개발 (Development of Dynamic ID Allocation Algorithm for Real-time Quality-of-Service of Controller Area Network)

  • 이석;하경남;이경창
    • 한국정밀공학회지
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    • 제26권10호
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    • pp.40-46
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    • 2009
  • Recently CAN (Controller Area Network) is widely used as an in-vehicle networking protocol for intelligent vehicle. The identifier field (ID) of CAN is used not only to differentiate the messages but also to give different priorities to access the bus. This paper presents a dynamic 10 allocation algorithm in order to enhance the real-time quality-of-service (QoS) performance. When the network traffic is increased, this algorithm can allocate a network resource to lower priority message without degradation of the real-time QoS performance of higher priority message. In order to demonstrate the algorithm's feasibility, message transmission delays have been measured with and without the algorithm on an experimental network test bed.

WiBro 에서 MBS 서비스 제공을 위 한 무선자원관리 시스템 설계 (Design of Radio Resource Management System for WiBro MBS)

  • 차용주;염석준;오윤석;이성춘
    • 한국정보통신설비학회:학술대회논문집
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    • 한국정보통신설비학회 2007년도 학술대회
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    • pp.256-259
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    • 2007
  • Multicast and Broadcast Service (MBS) provides flexible and efficient transmission of the same information to multiple users using shared radio resources on WiBro network. The advantage of this service is to achieve the most efficient use of radio and network resources as well as to lessen sender's processing load when sending the same information to multiple users. Though radio resources are saved since a multicast or broadcast transport connection is associated with a service flow, it is hard to change MBS service channel dynamically. In this paper, we propose a Radio Resource Management System (RRMS) for supporting dynamic scheduling of MBS service channels. Results show that our proposed scheme using Radio Resource Allocation Table (RRAT) can efficiently support MBS services by providing dynamic schedule for MBS service channels.

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An Engine for DRA in Container Orchestration Using Machine Learning

  • Gun-Woo Kim;Seo-Yeon Gu;Seok-Jae Moon;Byung-Joon Park
    • International journal of advanced smart convergence
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    • 제12권4호
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    • pp.126-133
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    • 2023
  • Recent advancements in cloud service virtualization technologies have witnessed a shift from a Virtual Machine-centric approach to a container-centric paradigm, offering advantages such as faster deployment and enhanced portability. Container orchestration has emerged as a key technology for efficient management and scheduling of these containers. However, with the increasing complexity and diversity of heterogeneous workloads and service types, resource scheduling has become a challenging task. Various research endeavors are underway to address the challenges posed by diverse workloads and services. Yet, a systematic approach to container orchestration for effective cloud management has not been clearly defined. This paper proposes the DRA-Engine (Dynamic Resource Allocation Engine) for resource scheduling in container orchestration. The proposed engine comprises the Request Load Procedure, Required Resource Measurement Procedure, and Resource Provision Decision Procedure. Through these components, the DRA-Engine dynamically allocates resources according to the application's requirements, presenting a solution to the challenges of resource scheduling in container orchestration.

RM 스케쥴링과 Lock-Free 공유개체에 의한 실시간 시뮬레이션 (The Real-Time Constructive Simulation With the RM scheduling and Lock-free Shared Objects)

  • 박현규
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 추계종합학술대회 논문집
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    • pp.519-522
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    • 1998
  • The Constructive Battle simulation Model is very important to the recent military training for the substitution of the field training. However, real battlefield systems operate under rea-time conditions, they are inherently distributed, concurrent and dynamic. In order to reflect these properties by the computer-based simulation systems which represent real world processes, we have been developing constructive simulation model for several years. The constructive simulation system is one of the famous real-time system software, nd the one common feature of all real-time systems is defined as the correctness of the system depend not only on the logical result of computation, but also on the time at which the results are produced. Conventionally, scheduling and resource allocation activities which have timing constraints are major problem of real-time computing systems. To overcome these constraints, we elaborated on these issues and developed the simulation system on commercially available hardware and operating system with lock-free resource allocation scheme and rae monotonic scheduling.

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A Workflow Execution System for Analyzing Large-scale Astronomy Data on Virtualized Computing Environments

  • Yu, Jung-Lok;Jin, Du-Seok;Yeo, Il-Yeon;Yoon, Hee-Jun
    • International Journal of Contents
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    • 제16권4호
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    • pp.16-25
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    • 2020
  • The size of observation data in astronomy has been increasing exponentially with the advents of wide-field optical telescopes. This means the needs of changes to the way used for large-scale astronomy data analysis. The complexity of analysis tools and the lack of extensibility of computing environments, however, lead to the difficulty and inefficiency of dealing with the huge observation data. To address this problem, this paper proposes a workflow execution system for analyzing large-scale astronomy data efficiently. The proposed system is composed of two parts: 1) a workflow execution manager and its RESTful endpoints that can automate and control data analysis tasks based on workflow templates and 2) an elastic resource manager as an underlying mechanism that can dynamically add/remove virtualized computing resources (i.e., virtual machines) according to the analysis requests. To realize our workflow execution system, we implement it on a testbed using OpenStack IaaS (Infrastructure as a Service) toolkit and HTCondor workload manager. We also exhaustively perform a broad range of experiments with different resource allocation patterns, system loads, etc. to show the effectiveness of the proposed system. The results show that the resource allocation mechanism works properly according to the number of queued and running tasks, resulting in improving resource utilization, and the workflow execution manager can handle more than 1,000 concurrent requests within a second with reasonable average response times. We finally describe a case study of data reduction system as an example application of our workflow execution system.