• Title/Summary/Keyword: 자원할당 알고리즘

Search Result 275, Processing Time 0.031 seconds

A Performance Measurement Model and Resource Selection Algorithm for Efficient Resource Utilization in Grid Computing (그리드 컴퓨팅 환경에서 효율적인 자원 활용을 위한 성능 계량 모델 및 자원 선택 알고리즘 제안)

  • 이준돈;정윤미;길아라;윤현주
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2003.10a
    • /
    • pp.466-468
    • /
    • 2003
  • 그리드 컴퓨팅은 네트워크 상의 유휴 자원 및 다수의 저성능 자원을 활용함으로써 보다 고 성능의 컴퓨팅 환경을 요구하는 응용 문제를 해결할 수 있다. 따라서, 그리드 컴퓨팅의 자원 관리 시스템의 자원 선택 및 할당 기능은 주어진 응용 문제에 대하여 보다 높은 성능의 그리드 컴퓨팅 환경을 제공하기 위한 매우 중요한 요소이다. 본 논문에서는 보다 효율적으로 자원을 선택하기 위하여 환경 내 자원들의 종합적인 CPU 성능을 평가하는 UC 단위 모델을 제안하고, 보다 효율적인 자원 할당을 위하여 그리디 방식(Greedy Method)을 변형한 최적 자원 우선(8est-Fit-First) 알고리즘을 제안한다. 또한, 기존의 자원선택, 할당방식과 비교하는 모의실험을 통하여 제안하는 모델 및 알고리즘의 향상된 성능을 나타내 보인다.

  • PDF

Efficient Uplink Resource Allocation for Power Saving in IEEE 802.16 OFDMA Systems (파워 절약을 위한 IEEE 802.16 OFDMA 시스템의 효율적 상향링크 자원 할당 알고리즘)

  • Yoon, Jong-Pil;Kim, Woo-Jae;Baek, Joo-Young;Suh, Young-Joo
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2007.10d
    • /
    • pp.407-412
    • /
    • 2007
  • 본 논문에서는 IEEE 802.16 OFDMA 시스템에서 단말들의 에너지 절약을 위한 효율적인 상향 링크 자원 할당 알고리즘을 제시한다. 기지국은 각각의 단말들이 상향링크로 데이터를 전송할 수 있도록 상향링크 부프레임에 연속적인 형태의 자원을 할당해 줘야 한다. 이렇게 각 단말들의 에너지 소비를 고려하여 효율적으로 자원을 할당하는 방식은 최적화 문제의 형태로 접근할 수 있다. 본 논문에서는 전체 에너지소비가 최소가 되는 자원 할당 문제를 Multiple Choice Knapsack 문제로 정의하고, 이를 효율적으로 풀 수 있는 준최적화 알고리즘을 제시한다. 준최적화 알고리즘은 전체 에너지 소비가 최소가 되는 각 단말들의 최적의 변조로 부호화 기법을 찾는다. 그리고 성능평가를 통해 준최적화 알고리즘이 채널 상태만을 고려하여 변조로 부호화 레벨을 결정하는 기법에 비해 최대 53%의 성능 이득을 보이는 것을 제시한다.

  • PDF

Resource Allocation for OFDMA Relay Networks with Imperfect CSI (불완전한 채널 정보를 갖는 OFDMA 중계 네트워크를 위한 자원 할당 기법)

  • Lee, Jaeho;Lee, Jae Hong
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2011.07a
    • /
    • pp.247-249
    • /
    • 2011
  • 기존의 OFDMA 시스템에서의 자원할당 기술은 주로 완벽한 채널정보에 기반하여 송신 전력, 부반송파를 할당하였다. 하지만 실제 시스템에서는 사용자의 움직임이나 채널 피드백 지연에 의해 완전한 채널정보를 얻을 수 없다. 본 논문에서는 불완전한 채널 정보를 갖는 OFDMA 중계 네트워크를 위한 자원 할당 기법을 제안한다. 불완전한 채널 정보를 갖는 환경에서는 패킷 오류가 발생할 확률이 높기 때문에 이를 예측하여 적응적 데이터 전송률을 할당하는 기법이 필요하다. 제안된 알고리즘은 채널 정보를 예측하여 데이터 전송률, 그리고 부반송파 할당을 통해 유효처리율을 최대화시킨다. 모의 실험 결과 제안된 알고리즘은 채널정보를 예측하지 않는 단순한 알고리즘과 비교하여 더 높은 유효처리율을 갖음을 확인하였다.

  • PDF

Improvement of Computational Complexity of Device-to-Device (D2D) Resource Allocation Algorithm in LTE-Advanced Networks (LTE-Advanced 환경에서 D2D 자원 할당 알고리즘의 계산 복잡도 개선)

  • Lee, Han Na;Kim, Hyang-Mi;Kim, SangKyung
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.40 no.4
    • /
    • pp.762-768
    • /
    • 2015
  • D2D communication as an underlaying LTE-Advanced network has proven to be efficient in improving the network performance and decreasing the traffic load of eNodeB(enhanced NodeB). However large amount of interference can be caused by sharing the resources between the cellular users and D2D pairs. So, a resource allocation for D2D communication to coordinate the interference is necessary. Related works for resource allocation that D2D can reuse the resources of more than one cellular user with best CQI(Channel Quality Indicator) have been proposed. D2D communications may still cause interference to the primary cellular network when radio resource are shared between them. To avoid this problem, we propose a radio resource allocation algorithm with low computational complexity for D2D communication in OFDM-based wireless cellular networks. Unlike the previous works, the proposed algorithm utilizes unused ones of the whole resource. The unused resource allocate to on D2D pair can be shared only with other D2D pairs. In other words, if the distance between the D2D pairs is sufficient, we allowed more than two D2D pairs to share the same resources. The simulation results have proven that the proposed algorithm has up to 11 times lower computational complexity than the compared one according to the number of D2D.

Consensus-Based Distributed Algorithm for Optimal Resource Allocation of Power Network under Supply-Demand Imbalance (수급 불균형을 고려한 전력망의 최적 자원 할당을 위한 일치 기반의 분산 알고리즘)

  • Young-Hun, Lim
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
    • /
    • v.15 no.6
    • /
    • pp.440-448
    • /
    • 2022
  • Recently, due to the introduction of distributed energy resources, the optimal resource allocation problem of the power network is more and more important, and the distributed resource allocation method is required to process huge amount of data in large-scale power networks. In the optimal resource allocation problem, many studies have been conducted on the case when the supply-demand balance is satisfied due to the limitation of the generation capacity of each generator, but the studies considering the supply-demand imbalance, that total demand exceeds the maximum generation capacity, have rarely been considered. In this paper, we propose the consensus-based distributed algorithm for the optimal resource allocation of power network considering the supply-demand imbalance condition as well as the supply-demand balance condition. The proposed distributed algorithm is designed to allocate the optimal resources when the supply-demand balance condition is satisfied, and to measure the amount of required resources when the supply-demand is imbalanced. Finally, we conduct the simulations to verify the performance of the proposed algorithm.

The Development of New dynamic WRR Algorithm for Wireless Sensor Networks (무선 센서망을 위한 새로운 동적 가중치 할당 알고리즘 개발)

  • Cho, Hae-Seong;Cho, Ju-Phil
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.10 no.5
    • /
    • pp.293-298
    • /
    • 2010
  • The key of USN(Ubiquitous Sensor Network) technology is low power wireless communication technology and proper resource allocation technology for efficient routing. The distinguished resource allocation method is needed for efficient routing in sensor network. To solve this problems, we propose an algorithm that can be adopted in USN with making up for weak points of PQ and WRR in this paper. The proposed algorithm produces the control discipline by the fuzzy theory to dynamically assign the weight of WRR scheduler with checking the Queue status of each class in sensor network. From simulation results, the proposed algorithm improves the packet loss rate of the EF class traffic to 6.5% by comparison with WRR scheduling method and that of the AF4 class traffic to 45% by comparison with PQ scheduling method.

A Low Power Resource Allocation Algorithm based on Minimizing Switching Activity (스위칭 동작 최소화를 통한 저 전력 자원할당 알고리즘)

  • Lin, Chi-Ho
    • Journal of IKEEE
    • /
    • v.10 no.2 s.19
    • /
    • pp.103-108
    • /
    • 2006
  • This paper proposed a low power resource allocation algorithm for the minimum switching activity of operators in high level synthesis. In this paper, the proposed method finds switching activity in circuit each functional unit exchange for binary sequence length and value bit are logic one value. To use the switching activity was found the allocation with minimal power consumption, the proposed method visits all control steps one by one and determines the allocation with minimal power consumption at each control step. As the existing method, the execution time can be fast according to use the number of operator and maximal control step. And it is the reduction effect from 8.5% to 9.3%.

  • PDF

UAV Network Resource Allocation Algorithm according to the Network Environment and Data Requirement (네트워크 환경 및 데이터 요구사항에 따른 무인기 네트워크 자원할당 알고리즘)

  • Cheon, Hye-Rim;Hwang, Chan-Ho;Lee, Woosin;Yoo, Indeok;Kim, Jae-Hyun
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.54 no.7
    • /
    • pp.3-11
    • /
    • 2017
  • UAV system has the limitation to allocate enough spectrum bandwidth for the operation of multiple UAVs due to the market expansion. In addition, the communication environment of UAV network varies dynamically due to the UAV's mobility. Thus, to operate the stable UAV system and maximize the transmission data rate, it needs to allocate the resource effectively in the limited bandwidth considering the given network environment. In this paper, we propose the resource allocation algorithm which can maximize the network throughput as well as satisfy the minimum data requirement for the UAV system operation in the given network environment based on TDMA(Time Division Multiple Access). By performance analysis, we show that the proposed algorithm can allocate the resource to satisfy the high network throughput as well as the minimum data requirement in the given network environment.

Resource Reallocation Algorithm for Layered Video Multicast (계층적 비디오 멀티캐스트를 위한 자원 재할당 알고리즘)

  • Yun, Jiun;Park, Dong Chan;Hwang, Sung Sue;Kim, Min Ki;Kim, Suk Chan
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.39A no.5
    • /
    • pp.293-301
    • /
    • 2014
  • It has been grown interests ot the convergence services about broadcasting and multicasting services such as Mobile IPTV. It needs the efficient scheduling and resource allocation algorithm because video contents have the large data. This paper proposes the resource allocation algorithm for the layered-encoded video coding in the multicasting services. Existing approaches only deal with the utility maximization in the current video frames. However, these algorithms have a problem for the Quality of Services(QoS) if the user's channel states are not good. We apply the delay constraint and find to maximize the utility values using the current content's frames and already assigned content's frames within the constraint periods. The performance of the proposed algorithm is evaluated by the higher layer transmission rates compared the existing algorithm and significantly improved for the QoS.

A Low Power Resource Allocation and Scheduling Algorithm for High Level Synthesis (상위 레벨 합성을 위한 저 전력 스케줄링 및 자원할당 알고리즘)

  • Sin, Mu-Kyoung;Lin, Chi-Ho
    • The KIPS Transactions:PartA
    • /
    • v.8A no.3
    • /
    • pp.279-286
    • /
    • 2001
  • This paper proposes a low power resource allocation and scheduling algorithm that minimized power consumption such as DSP circuit in high-level synthesis process. In this paper, we have used list-scheduling method for low power design in scheduling step. Also, it increase possibility to reuse input through resource sharing when assign resource. After scheduling, the resources allocation uses the power function in consideration of the result of calculating average hamming distances and switching activity between two input. First, it obtain switching activity about input value after calculate average hamming distances between two operator and find power value make use of bit pattern of the input value. Resource allocation process assign operator to minimize average hamming distance and power dissipation on all occasions which is allocated at each control step according to increase control step. As comparing the existed method, the execution time becomes fast according to number of operator and be most numberous control step. And in case of power that consume, there is decrease effect from 6% to 8% to be small.

  • PDF