• Title/Summary/Keyword: 부하균등(load balancing)

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An Intra-path Load Balancing Method based on both the Bottleneck State of Path and the Bandwidth Avaliability of Link (경로 병목상태와 링크 대역폭 가용도 기반 경로 부하 밸런싱 방법)

  • Kim, Tae-Joon
    • Journal of Korea Multimedia Society
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    • v.12 no.3
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    • pp.409-418
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    • 2009
  • Providing Quality-of-Service (QoS) guarantee requires for each router on the path of a traffic flow not to violate the flow's delay budget allocated to itself. Since the amount of load being offered to the router is determined by the budget, some imbalance in load among routers on the path may be alleviated by means of adjusting the budget. The equal allocation applied to the resource reservation protocol (RSVP) is simple to implement, but it has the drawback of a poor resource utilization. A load balancing method in which the delay budget being allocated to a router depends on its load state was developed to improve the drawback, but it's too complex to apply to the RSVP. This paper proposes an intra-path load balancing method not only applicable to the RSVP but also more effective in improving the drawback. The proposed method first partitions the end-to-end delay bound of a flow to routers by the RSVP and then let them adjust their budgets according to both the bottleneck state of the path and their links' bandwidth availabilities. The results of the simulation applying the proposed method to an evaluation network showed that the proposed method may provide the gain of 4 ${\sim}$ 17 % compared to that in the legacy one in terms of the number of maximally admittable flows.

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A Route Selection Algorithm using a Statistical Approach (통계적 기법을 이용한 경로 선택 알고리즘)

  • Kim, Young-Min;Ahn, Sang-Hyun
    • Journal of KIISE:Information Networking
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    • v.29 no.1
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    • pp.57-64
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    • 2002
  • Since most of the current route selection algorithms use the shortest path algorithm, network resources can not be efficiently used also traffics be concentrated on specific paths resulting in congestgion. In this paper we propose the statistical route selections(SRS) algorithm which adopts a statistical mechanism to utilize the network resource efficiently and to avoid congestion. The SRS algorithm handles requests on demand and chooses a path that meets the requested bandwidth. With the advent of the MPLS it becomes possible to establish an explicit LSP which can be used for traffic load balancing. The SRS algorithm finds a set of link utilizations for route selection, computes link weights using statistical mechanism and finds the shortest path from the weights. Our statistical mechanism computes the mean and the variance of link utilizations and selects a route such that it can reduce the variance and the number of congested links and increase the utilization of network resources. Throughout the simulation, we show that the SRS algorithm performs better than other route selection algorithms on several metrics like the number of connection setup failures and the number of congested links.

Load Balancing Policy Based on CPU and Memory Workload in Cluster Computing System (클러스터 컴퓨팅 시스템에서 CPU와 메모리 부하에 기반한 작업 부하 균등화 정책)

  • 박말순;이원주;전창호
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10a
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    • pp.385-387
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    • 2003
  • 본 논문에서는 이질적인 클러스터 컴퓨팅시스템 에서 CPU와 메모리 자원을 효율적으로 사용하는 작업 부하 균등화 정책을 제안한다. 이 정책의 특징은 CPU부하 상태와 수행중인 작업의 메모리 요구량을 고려하여 작업을 동적으로 할당하는 것이다. 먼저 각 노드는 CPU와 메모리 사용량에 따라 과부하 상태가 아니면 작업을 할당받아 수행한다. 그리고 수행중인 작업의 메모리 요구량이 가용 메모리 크기를 초과하여 페이지 폴트가 발생하면 수행 중인 작업을 다른 노드로 이주시킴으로써 메모리 과부하에 따른 페이지 폴트 발생을 줄이고, 작업의 대기 시간과 수행시 간을 단축한다. 본 논문에서는 시뮬레이션을 통하여 제안한 작업부하 균등화 정책이 기존의 CPU 기반정책에 비해 시스템의 성능향상 면에서 유리함을 검증한다.

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An Advanced Parallel Join Algorithm for Managing Data Skew on Hypercube Systems (하이퍼큐브 시스템에서 데이타 비대칭성을 고려한 향상된 병렬 결합 알고리즘)

  • 원영선;홍만표
    • Journal of KIISE:Computer Systems and Theory
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    • v.30 no.3_4
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    • pp.117-129
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    • 2003
  • In this paper, we propose advanced parallel join algorithm to efficiently process join operation on hypercube systems. This algorithm uses a broadcasting method in processing relation R which is compatible with hypercube structure. Hence, we can present optimized parallel join algorithm for that hypercube structure. The proposed algorithm has a complete solution of two essential problems - load balancing problem and data skew problem - in parallelization of join operation. In order to solve these problems, we made good use of the characteristics of clustering effect in the algorithm. As a result of this, performance is improved on the whole system than existing algorithms. Moreover. new algorithm has an advantage that can implement non-equijoin operation easily which is difficult to be implemented in hash based algorithm. Finally, according to the cost model analysis. this algorithm showed better performance than existing parallel join algorithms.

A Study on Efficient Load Balancing Mechanism in Distributed Web Cluster System (분산 웹 클러스터 시스템에서의 효율적인 부하 균등 기법에 관한 연구)

  • Lee, Bog-Ki
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.8
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    • pp.11-18
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    • 2011
  • The increasing of web users load to the excessive transmission traffic and system overload problems. To solve these problems, cluster systems are studied. In conventional cluster systems, when the request size is large owing to such types as multimedia and CGI, the particular server load and response time tend to increase even if the overall loads are distributed evenly. In this paper, we consider the methodology of efficient resource usage, specially distributed web cluster system. We develope an algorithm that distributes the load on the web cluster system to use the system resources, such as system memory equally. The response time is chosen as a performance measure on the various clustering models. And based on the concurrent user to the web cluster system, the response time is also examined as the number of users increases. Simulation experience with this algorithm shows that the response time and average throughput seems to have a good results compare to those with the other algorithm.

Minimization of Cell-based Handoff Delays to Balance the Load in Fiber Optic Micro-cellular Systems (광마이크로셀 이동통신 시스템의 균등부하를 위한 셀단위 핸드오프 순서결정)

  • 이채영;장세헌
    • Journal of the Korean Operations Research and Management Science Society
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    • v.26 no.2
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    • pp.1-11
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    • 2001
  • This paper considers the scheduling of cell-based handoffs to balance the traffic in a fiber-optic microcelluar system. In the system depending on the order of cell based handoff, periodical balancing of the traffic among microcells can be achieved. The cell based handoff problem is formulated as a dynamic programming and the computational complexity is analyzed. Since the scheduling problem requires real time solution, heuristic algorithms are proposed and the computational results are discussed.

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A Study of Reconfiguration for Load Balancing in Distribution Power System (배전계통 부하 균등화를 위한 재구성에 관한 연구)

  • Seo, Gyu-Seok;Baek, Young-Sik
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.8
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    • pp.1360-1366
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    • 2007
  • In this paper, the load balancing which is one of the distribution power system's operation purposes was studied. Reconfiguration of Distribution power system presents that the configuration is changed by changing the switch on/off status which exists in the system according to the mentioned purpose. Through this method, the load of distribution power system is shown to be balanced. As a characteristic of complicated distribution power system, system is designed by being applied by OOP(Object Oriented Programming) method which connected more flexibly than existing Procedural Programming method, and the process of calculating the distflow and the loss of configurated system is shown. In addition, this paper suggests more efficient method compared by the results of reconfiguration on the purpose of the loss minimization and by the result of distribution power system reconfiguration on the purpose of load balancing. Moreover, it searches for the method to approach the global optimal solution more quickly.

Method for Maximal Utilization of Idle Links for Fast Load Balancing (신속한 부하균등화를 위한 휴지링크의 최대 활용방법)

  • Im, Hwa-Gyeong;Jang, Ju-Uk;Kim, Seong-Cheon
    • Journal of KIISE:Computer Systems and Theory
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    • v.28 no.12
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    • pp.632-641
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    • 2001
  • In this paper, we introduce new methods for hiding computation overheads involved in load redistributing for parallel computer of hypercube, mesh and tree topologies. The basic idea is either coalescing some phases of load redistributing to overlap the transfer on different links or dividing each phase into steps to pipeline the transfer of load unit by unit for maximum utilization of links. They proved effective in making links busy transmitting load as soon as possible, hence reducing the computation overheads involved in balancing. Proposed techniques experimented on hypercube, mesh or tree topologies reduce communication overheads by 20% to 50% compared with known methods.

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Distributed Load Balancing with Handovers over Mobile Cellular Networks Using Supervisory Control (셀룰러 망에서 관리 제어를 이용한 분산적 부하 균등 방법)

  • Byun, Hee-Jung;Yang, Yoon-Gi
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.7
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    • pp.714-719
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    • 2011
  • This paper proposes a scheme for distributed load balancing in mobile communication networks based on supervisory control framework. Using load information exchanged with neighboring cells, the "supervisors" that reside in the base stations distribute load among cells by controlling handover parameters in a distributed manner. The supervisors are designed so that the load difference among neighboring cells are kept under a pre-defined value. Results from systematic analysis and simulation indicate that our scheme effectively balances traffic load among cells and reduces call blocking rate of the overloaded cells.

An Ad-hoc Routing Protocol for Load Balancing (부하균등을 고려한 Ad-hoc 라우팅 프로토콜)

  • 안상현;임유진;김경춘
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04a
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    • pp.118-120
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    • 2002
  • Ad-hoc 네트워크에서의 라우팅 프로토콜은 현재 사용중인 경로가 혼잡하다 하더라도 네트워크 토폴로지가 변하기 이전에는 새로운 경로를 설정하지 못하므로, 노드의 이동성이 낮은 환경에서는 트래픽의 집중 현상이 심화된다. 이동 기기들은 그 성능과 배터리에 한계가 있기 때문에 일부 소수 노드들에게 트래픽 집중되는 경우 다른 노드들에 대한 데이터 중계 서비스를 제공하는데 자신의 자원 대부분을 낭비하도록 강요받게 된다. 따라서 본 논문에서 혼잡 상태의 노드는 더 이상의 데이터 패킷 중계를 포기하고 이를 해당 소스에게 알림으로써 소스가 새로운 우회경로를 설정하도록 하여 트래픽의 집중 현상을 완화시키는 새로운 프로토콜인 SLAP(Simple Load-balanced Ad-hoc routing Protocol)을 제안한다.

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