• Title/Summary/Keyword: adaptive ordering

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Dynamic Service Assignment based on Proportional Ordering for the Adaptive Resource Management of Cloud Systems

  • Mateo, Romeo Mark A.;Lee, Jae-Wan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.5 no.12
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    • pp.2294-2314
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    • 2011
  • The key issue in providing fast and reliable access on cloud services is the effective management of resources in a cloud system. However, the high variation in cloud service access rates affects the system performance considerably when there are no default routines to handle this type of occurrence. Adaptive techniques are used in resource management to support robust systems and maintain well-balanced loads within the servers. This paper presents an adaptive resource management for cloud systems which supports the integration of intelligent methods to promote quality of service (QoS) in provisioning of cloud services. A technique of dynamically assigning cloud services to a group of cloud servers is proposed for the adaptive resource management. Initially, cloud services are collected based on the excess cloud services load and then these are deployed to the assigned cloud servers. The assignment function uses the proposed proportional ordering which efficiently assigns cloud services based on its resource consumption. The difference in resource consumption rate in all nodes is analyzed periodically which decides the execution of service assignment. Performance evaluation showed that the proposed dynamic service assignment (DSA) performed best in throughput performance compared to other resource allocation algorithms.

A Method For Improvement Of Split Vector Quantization Of The ISF Parameters Using Adaptive Extended Codebook (적응적인 확장된 코드북을 이용한 분할 벡터 양자화기 구조의 ISF 양자화기 개선)

  • Lim, Jong-Ha;Jeong, Gyu-Hyeok;Hong, Gi-Bong;Lee, In-Sung
    • The Journal of the Acoustical Society of Korea
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    • v.30 no.1
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    • pp.1-8
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    • 2011
  • This paper presents a method for improving the performance of ISF coefficients quantizer through compensating the defect of the split structure vector quantization using the ordering property of ISF coefficients. And design the ISF coefficients quantizer for wideband speech codec using proposed method. The wideband speech codec uses split structure vector quantizer which could not use the correlation between ISF coefficients fully to reduce complexity and the size of codebook. The proposed algorithm uses the ordering property of ISF coefficients to overcome the defect. Using the ordering property, the codebook redundancy could be figured out. The codebook redundancy is replaced by the adaptive-extended codebook to improve the performance of the quantizer through using the ordering property, ISF coefficient prediction and interpolation of existing codebook. As a result, the proposed algorithm shows that the adaptive-extended codebook algorithm could get about 2 bit gains in comparison with the existing split structure ISF quantizer of AMR-WB (G.722.2) in the points of spectral distortion.

Bi-stability in a vertically excited rectangular tank with finite liquid depth

  • Spandonidis, Christos C.;Spyrou, Kostas J.
    • Ocean Systems Engineering
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    • v.2 no.3
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    • pp.229-238
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    • 2012
  • We discuss the bi - stability that is possibly exhibited by a liquid free surface in a parametrically - driven two-dimensional (2D) rectangular tank with finite liquid depth. Following the method of adaptive mode ordering, assuming two dominant modes and retaining polynomial nonlinearities up to third-order, a nonlinear finite-dimensional nonlinear modal system approximation is obtained. A "continuation method" of nonlinear dynamics is then used in order to elicit efficiently the instability boundary in parameters' space and to predict how steady surface elevation changes as the frequency and/or the amplitude of excitation are varied. Results are compared against those of the linear version of the system (that is a Mathieu-type model) and furthermore, against an intermediate model also derived with formal mode ordering, that is based on a second - order ordinary differential equation having nonlinearities due to products of elevation with elevation velocity or acceleration. The investigation verifies that, in parameters space, there must be a region, inside the quiescent region, where liquid surface instability is exhibited. There, behaviour depends on initial conditions and a wave form would be realised only if the free surface was substantially disturbed initially.

Performance Analysis of the Optimal Turbo Coded V-BLAST technique in Adaptive Modulation System (적응 변조 시스템에서 최적의 터보 부호화된 V-BLAST 기법의 성능 분석)

  • Lee, Kyung-Hwan;Choi, Kwang-Wook;Ryoo, Sang-Jin;Kang, Min-Goo;Hong, Dae-Ki;You, Cheol-Woo;Hwang, In-Tae;Kim, Cheol-Sung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.2
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    • pp.385-391
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    • 2007
  • In this paper, we propose and observe the Adaptive Modulation system with optimal Turbo Coded V-BLAST (Vertical-Bell-lab Layered Space-Time) technique that is applied the extrinsic information from MAP (Maximum A Posteriori) Decoder with Iterative Decoding to use as a priori probability in two decoding procedures of V-BLAST: ordering and slicing. Also, comparing with the Adaptive Modulation system using conventional Turbo Coded V-BLAST technique that is simply combined V-BLAST with Turbo Coding scheme, we observe how much throughput performance has been improved. As a result of simulation, in the Adaptive Modulation systems with several Turbo Coded V-BLAST techniques, the optimal Turbo Coded V-BLAST technique has higher throughput gain than the conventional Turbo Coded V-BLAST technique. Especially, the results show that the proposed scheme achieves the gain of 1.5 dB SNR compared to the conventional system at 2.5 Mbps throughput.

Improvement of the Adaptive Modulation System with Optimal Turbo Coded V-BLAST Technique using STD Scheme (선택적 전송 다이버시티 기법을 적용한 최적의 터보 부호화된 V-BLAST 적응변조 시스템의 성능 개선)

  • Ryoo, Sang-Jin;Choi, Kwang-Wook;Lee, Kyung-Hwan;You, Cheol- Woo;Hong, Dae-Ki;Hwang, In-Tae;Kim, Cheol-Sung
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.44 no.2
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    • pp.6-14
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    • 2007
  • In this paper, we propose and observe the Adaptive Modulation system with optimal Turbo Coded V-BLAST (Vertical-Bell-lab Layered Space-Time) technique that is applied the extrinsic information from MAP (Maximum A Posteriori) Decoder in decoding Algorithm of V-BLAST: ordering and slicing. The extrinsic information is used by a priori probability and the system decoding process is composed of the Main Iteration and the Sub Iteration. And comparing the proposed system with the Adaptive Modulation system using conventional Turbo Coded V-BLAST technique that is simply combined V-BLAST with Turbo Coding scheme, we observe how much throughput performance has been improved. In addition, we observe the proposed system using STD (Selection Transmit Diversity) scheme. As a result of simulation, Comparing with the conventional Turbo Coded V-BLAST technique with the Adaptive Modulation systems, the optimal Turbo Coded V-BLAST technique with the Adaptive Modulation systems has better throughput gain that is about 350 Kbps in 11 dB SNR range. Especially, comparing with the conventional Turbo Coded V-BLAST technique using 2 transmit and 2 receive antennas, the proposed system with STD (Selection Transmit Diversity) scheme show that the improvement of maximum throughput is about 1.77 Mbps in the same SNR range.

Intelligent Test Plan Metrics on Adaptive Use Case Approach

  • Kim, R. Young Chul;Lee, Jaehyub
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.2 no.1
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    • pp.70-77
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    • 2002
  • This paper describes a design driven approach to drive intelligent test plan generation based on adaptive use case (3,5). Its foundation is an object-oriented software design approach which partitions design schema into design architecture of functional components called “design component”. A use case software development methodology of adaptive use case approach developed in I.I .T is employed which preserves this unit architecture on through to the actual code structure. Based on the partition design schema produced during the design phase of this methodology, a test plan is generated which includes a set of component and scenario based test. A software metric is introduced which produces an ordering of this set to enhance productivity and both promote and capitalize on test case reusability, This paper contains an application that illustrates the proposed approach.

A Method of Adaptive ISF Split Vector Quantization Using Normalized Codebook (정규화 코드북을 이용한 분할 벡터 구조의 ISF 적응적 양자화 기법)

  • Piao, Zhigang;Lim, Jong-Ha;Hong, Gi-Bong;Lee, In-Sung
    • The Journal of the Acoustical Society of Korea
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    • v.30 no.5
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    • pp.265-272
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    • 2011
  • In most of the ISF (or LSF) based real time speech codec, SVQ (split vector quantization) method is used to decrease the quantizer complexity and memory size of codebook. However, it produces drawback that the level of correlation between code vectors can not be used during vector splits. This paper presents a new method of adaptive ISF vector quantization, which compensates the drawbacks of SVQ structured quantizer for wideband speech codec. In each different frame, the proposed method makes use of the correlation between splitted vectors by adaptively changing codebook distribution according to ordering property of ISF. The algorithm is evaluated in AMR-WB, and shows about 1.5 bit per frame improvement.

Disparity estimation based on edge fiducial points and adaptive window (경계선의 특정 기준점과 적응적 윈도우를 기반으로 한 변위 추정)

  • 노윤향;고병철;변혜란;유지상
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.04b
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    • pp.559-561
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    • 2001
  • 본 논문에서는 스테레오 영상으로부터 변위를 추정할 수 있는 다양한 방법들 중 특정 기반 방식과 영역 기반 방식의 각각의 장점들을 살리고 단점들을 보완하기 위한 방법은 제안한다. 영상의 경계선을 이루는 특징점들은 전체 영상의 5% 내외의 소수로 추출되면서도 많은 양의 영상 정보를 가지고 있으므로, 이 점들에 대해 일정한 매칭 과정을 통해 대응점을 구하고, 이 중 90% 이상의 정확성 매칭 확률을 가진 대응점들을 영상으로 기준점으로 설정한다. 그리고 이러한 기준점 이외의 점들에 대해서는 추출된 기준점들의 순서에 맞추어 Ordering Constraint를 적용시키고 기준점에 따라 블록의 크기가 달라지는 영역 기반 방식을 적용하여 조밀한 변위를 추정하였다. 이렇게 함으로써 영역 기반 방식과 특징 기반 방식의 각각의 장점들을 이용하면서도 특정기반 방식의 문제점인 보간법 문제를 해결하였고, 또한 블록의 크기 따라 계산 시간과 정합 오차가 많이 좌우되는 영역 기반 방식의 단점들을 해결하였다. 또한 기준점을 이용하여 Ordering constraint 기반하에 영역 정보를 이용하므로 좀 더 올바른 순서 조건에 맞추어 대응점을 찾을 수 있고 또한 폐쇄 영역 부분도 쉽게 찾을 수 있었다.

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Capacity Maximizing Adaptive Subcarrier Selection in OFDM with Limited Feedback (OFDM 용량 극대화를 위한 적응 부 반송파 선택에 관한 연구)

  • Mun Cheol;Jung Chang-Kyoo;Park DongHee;Kwak Yoonsik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.9 no.5
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    • pp.905-911
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    • 2005
  • We propose an efficient adaptive subcarrier selection scheme, in which the active subcarriers and their modulation and coding schemes (MCSs) are selected at the receiver, and subsequently conveyed to the transmitter using limited feedback We theoretically show that capacity maximization can be achieved by selecting subcarriers with highest signal-to-noise ratios (SNRs) and adapting the number of active subcarriers according to channel environments. Furthermore, an ordering based adaptive subcarrier selection algorithm is proposed to select the optimal active subcarriers with low complexity. Numerical results show that the proposed adaptive subcarrier selection scheme provides higher capacity than that obtained by water-filling approaches, even with limited feedback.

Throughput Improvement of Adaptive Modulation System with an Efficient Turbo-Coded V-BLAST Technique in each MIMO Channel

  • Ryoo, Sang-Jin;Kim, Seo-Gyun;Na, Cheol-Hun;Hong, Jin-Woo;Hwang, In-Tae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.905-908
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    • 2008
  • In this paper, an Adaptive Modulation (AM) system with an efficient turbo-coded Vertical-Bell-lab Layered Space-Time (V-BLAST) technique is proposed. The proposed decoding algorithm adopts iteratively the extrinsic information from a Maximum a Posteriori (MAP) decoder as a priori probability in the two decoding procedures of the V-BLAST scheme of ordering and slicing. In this analysis, each MIMO channel is assumed to be a part of the system of performance improvement.

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