• Title/Summary/Keyword: Adaptive resource allocation

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A Hierarchical MAC Protocol for QoS Support in Wireless Wearable Computer Systems

  • Hur, Kyeong
    • Journal of information and communication convergence engineering
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    • v.12 no.1
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    • pp.14-18
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    • 2014
  • A recent major development in computer technology is the advent of wearable computer systems. Wearable computer systems employ a wireless universal serial bus (WUSB), which refers to a combination of USB with the WiMedia wireless technical specifications. In this study, we focus on an integrated system of WUSB over wireless body area networks (WBANs) for wireless wearable computer systems. However, current WBAN MACs do not have well-defined quality of service (QoS) mapping and resource allocation mechanisms to support multimedia streams with the requested QoS parameters. To solve this problem, we propose a novel QoS-aware time slot allocation method. The proposed method provides fair and adaptive QoS provisioning to isochronous streams according to current traffic loads and their requested QoS parameters by executing a QoS satisfaction algorithm at the WUSB/WBAN host. The simulation results show that the proposed method improves the efficiency of time slot utilization while maximizing QoS provisioning.

Adaptive Advertisement for Resource Monitoring in Ad Hoc Pervasive Environment (애드 혹 퍼베이시브 환경에서 자원 모니터링을 위한 환경에 적응적인 광고 기법)

  • Kwak, Kyung-Man;Huerta-Canepa, Gonzalo;Lee, Dong-Man
    • Proceedings of the Korean Information Science Society Conference
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    • 2008.06d
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    • pp.449-454
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    • 2008
  • 최근의 개인 휴대 장치들의 급속한 발전에 힘입어 pervasive computing 환경은 인프라 시스템의 제약에서 벗어나 개인 장치들의 협력에 의해서 상황에 맞는 서비스를 제공 받을 수 있도록 변하고 있다. 하지만 이러한 ad hoc pervasive 환경은 기존의 스마트 스페이스에서 보다 동적인 변화가 더욱 많은 환경이기 때문에 pervasive computing을 위한 기능들 중에서도 자원 관리가 가장 중요한 역할을 해야 한다. Pervasive computing 환경에서 자원 관리는 자원 모니터링(Resource Monitoring), 자원 발견(Resource Discovery), 자원 할당(Resource Allocation), 자원 적응(Resource Adaptation)의 4가지의 주요 기능으로 구분 될 수 있고, 동적인 변화가 많은 환경에서는 무엇보다도 자원 모니터링이 가장 중요시 되어야 한다. 자원 모니터링에서 정보의 수집은 pull이나 push 방식으로 이루어질 수 있는데, pull 방식은 사용자 요구에 맞춰 요구 했을 때의 가장 최신의 정보를 모아 줄 수 있다. 따라서 이는 자원 발견에 가장 적합하지만 언제 정보 수집을 요청할지는 정보 소비자의 입장에서는 알 수 없기 때문에 push 방식이 다른 여러 기능들을 지원하기 위해서 보다 적절하다. 하지만 대부분의 push 방식은 주기적으로 자신의 정보를 광고하는 방식으로 이루어 진다. 하지만 상황 적응(adaptation)입장에서 봤을 때 특정 수준의 민첩성을 요구하기 위해서는 광고주기를 조절 해야 하고, 이때 필요 이상으로 네트워크의 사용량을 늘릴 수 있다. 뿐만 아니라 변화가 많은지 적은지 등의 각 단말의 상황은 무시된 채 모든 단말들이 동일한 주기로 정보를 광고한다. 이러한 문제점을 해결 하기 위해서 본 논문은 자원 정보 제공자의 상황을 고려한 자원 정보 광고 기법을 제안한다.

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An Adaptive Virtual Machine Location Selection Mechanism in Distributed Cloud

  • Liu, Shukun;Jia, Weijia
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.12
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    • pp.4776-4798
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    • 2015
  • The location selection of virtual machines in distributed cloud is difficult because of the physical resource distribution, allocation of multi-dimensional resources, and resource unit cost. In this study, we propose a multi-object virtual machine location selection algorithm (MOVMLSA) based on group information, doubly linked list structure and genetic algorithm. On the basis of the collaboration of multi-dimensional resources, a fitness function is designed using fuzzy logic control parameters, which can be used to optimize search space solutions. In the location selection process, an orderly information code based on group and resource information can be generated by adopting the memory mechanism of biological immune systems. This approach, along with the dominant elite strategy, enables the updating of the population. The tournament selection method is used to optimize the operator mechanisms of the single-point crossover and X-point mutation during the population selection. Such a method can be used to obtain an optimal solution for the rapid location selection of virtual machines. Experimental results show that the proposed algorithm is effective in reducing the number of used physical machines and in improving the resource utilization of physical machines. The algorithm improves the utilization degree of multi-dimensional resource synergy and reduces the comprehensive unit cost of resources.

Adaptive Admission Control Mechanism in Differentiated Services Network (인터넷 차별 서비스 망에서 적응적 연결 수락 제어 메커니즘)

  • 이준화;양미정;이우섭;김상하
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.40 no.12
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    • pp.83-93
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    • 2003
  • Differentiated service networks, based on bandwidth broker, perform the control and management of QoS provisioning for the QoS guaranteed services, However, the centralized bandwidth broker model has a scalability problem since it has centralized resource management for the admission control function of all call attempts, Therefore, in this paper, we proposea novel adaptive admission control mechanism according to the attempted call status for enhancing the scalability under the centralized bandwidth broker model in IP differentiated service networks, The proposed mechanism decouples the function of admission control from the bandwidth broker, So, the ingress edge node performs the admission control and the bandwidth broker performs the resource management and QoS provisioning, We also introduce an edge-to-edge path concepts and the ingress edge node performs the admission control under the allocated bandwidth to eachpath. The allocated bandwidth per path adaptively varies according to the status of the attempted calls, This mechanism can significantly reduce the number of communication message between the bandwidth broker and each edge node in the network and increase the bandwidth utilization via adaptable resource allocation, In this paper we study the adaptive admission control operation and show the efficient and extensive improvement through the performance evaluation.

Adaptive QoS-aware Network Protocol Processing via Priority-based Resource Allocation and Feedback Resource Control (우선순위 정책과 피드백 리소스 제어를 이용하여 적응적 QoS를 제공하는 네트워크 프로토콜 처리기법)

  • Lee, Seung-Man;Kim, Ji-Min;Ryu, Min-Soo
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.10d
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    • pp.569-574
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    • 2007
  • 본 논문에서는 네트워크 응용프로그램의 최적의 성능(QoS)을 보장하기 위한 우선순위 기반의 프로토콜 처리기법을 제안한다. 시스템 자원이 제한된 상황에서 다수의 응용프로그램들이 원활히 수행되기 위해서는 우선순위를 기반으로 자원을 배분하는 것이 바람직하다. 특히 우선순위 기반의 시스템에서 네트워크 응용프로그램의 성능은 운영체제의 프로토콜 처리방식에 따라서 좌우된다. 제안하는 기법은 프로토콜 처리율과 응용프로그램의 성능과의 관계를 추적하여 최적의 성능을 나타내는 지점을 검출하고, 우선순위에 따라서 프로토콜 처리율을 차별화함으로써 각 응용프로그램들의 성능을 조절한다. 본 논문에서 제안하는 프로토콜 처리기법을 검증하기 위해서 리눅스 커널에 이를 구현하였으며 실험을 통하여 우선순위에 따라서 네트워크 응용프로그램의 성능이 보장됨을 확인하였다.

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The CDMA Mobile System Architecture

  • Shin, Sung-Moon;Lee, Hun;Han, Ki-Chul
    • ETRI Journal
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    • v.19 no.3
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    • pp.98-115
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    • 1997
  • The architecture of the CDMA mobile system (CMS) is developed based on three function groups - service resource, service control, and service management groups. In this paper, the CMS architecture is discussed from the point of view of implementing these functions. The variable length packets are used for transmission. The synchronization clock signals are derived form the GPS receiver. The open loop and closed loop techniques are used for the power control. The internationally accepted signaling and network protocols are employed. The call control for the primary services in designed to provide efficient mobile telecommunication services. The softer handoff is implemented in one card. The mobile assisted handoff and the network assisted handoff are employed in the soft and hard handoffs. The authentication is based on the secret data which includes random numbers. The management functions, which include the location management, resource management, cell boundary management and OAM management, are implemented to warrant the system efficiency, maximum capacity and high reliability. The architecture ensures that the CMS is flexible and expandable to provide subscribers with economic and efficient system configuration. The dynamic power control, adaptive channel allocation. and dynamic cell boundary management are recommended for future work.

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A dynamic resource allocation and call admission control considering 'satisfaction degree of quality of service' for the VBR video sources with QoS constraints (QoS 제약 조건을 갖는 VBR 비디오에 대한 서비스 품질 만족도를 고려한 동적 자원 할당 및 호 수락 제어)

  • Yoo, Sang-Jo;Kim, Seong-Dae
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.38 no.1
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    • pp.1-13
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    • 2001
  • In this paper, we propose a new dynamic bandwidth allocation and call admission control for VBR video sources with QoS constraints to support an efficient resource management and at the same Lime to satisfy the user's quality or service requirements. For the dynamic bandwidth allocation, first the next amount of traffic is predicted using a modified adaptive linear prediction method that considers abrupt scene change effects. And then, we dynamically allocate the necessary bandwidth to each connection based on the currently provided quality degree by the network with respect to the user's QoS requirements in terms of average delay and loss ratio. For the admission control, we determine the acceptance or rejection or a new connection based on the quality satisfaction degrees of the existing connections. Simulation results show that our proposed dynamic schemes are able to provide a stable service, which well meets the user's quality requirements.

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Adaptive Power Allocation Scheme for Mobile Satellite Systems Using LTE-Advanced (LTE-Advanced 기반 이동 위성 시스템을 위한 적응형 전력 할당 방식)

  • Yeo, Sung-Moon;Kang, Kun-Seok;Kim, Soo-Young;Ku, Bon-Jun
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.49 no.6
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    • pp.1-7
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    • 2012
  • Due to the increasing demand of network convergence, in future, hybrid/integrated satellite and terrestrial systems will play an important role. In that case, compatibilities between the satellite and terrestrial systems are very important for efficiency of the systems. 3GPP Long Term Evolution (LTE) is one of the 4G system. Therefore, in this paper, we introduce the design of interleaver for mobile satellite system based 3GPP LTE specification. The 4G system including the LTE specification adopted adaptive modulation and coding (AMC) schemes for efficient usage of resources, and the updating interval of resource allocation is an order of msec. However, because of the long round trip delay of satellite systems, we cannot employ the same AMC scheme specified for the terrestrial system, and thus it cannot effectively counteract to short term fadings. Therefore, in order to overcome these problems, we propose an interleaver scheme combined with AMC. We present the interleaver design results considering mobile satellite system based on the LTE and analyze the simulation results.

Adaptive Power Control based Efficient Localization Technique in Mobile Wireless Sensor Networks (모바일 무선 센서 네트워크에서 적응적 파워 조절 기반 효율적인 위치인식 기법)

  • Lee, Joa-Hyoung;Jung, In-Bum
    • The KIPS Transactions:PartC
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    • v.16C no.6
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    • pp.737-746
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    • 2009
  • Given the increased interest in ubiquitous computing, wireless sensor network has been researched widely. The localization service which provides the location information of mobile user, is one of important service provided by sensor network. Many methods to obtain the location information of mobile user have been proposed. However, these methods were developed for only one mobile user so that it is hard to extend for multiple mobile users. If multiple mobile users start the localization process concurrently, there could be interference of beacon or ultrasound that each mobile user transmits. In the paper, we propose APL(Adaptive Power Control based Resource Allocation Technique for Efficient Localization Technique), the localization technique for multiple mobile nodes based on adaptive power control in mobile wireless sensor networks. In APL, collision of localization between sensor nodes is prevented by forcing the mobile node to get the permission of localization from anchor nodes. For this, we use RTS(Ready To Send) packet type for localization initiation by mobile node and CTS(Clear To Send) packet type for localization grant by anchor node. NTS(Not To Send) packet type is used to reject localization by anchor node for interference avoidance and STS(Start To Send) for synchronization between 모anchor nodes. At last, the power level of sensor node is controled adaptively to minimize the affected area. The experimental result shows that the number of interference between nodes are increased in proportion to the number of mobile nodes and APL provides efficient localization.

Long-Term Performance Evaluation of Scheduling Disciplines in OFDMA Multi-Rate Video Multicast Transmission (OFDMA 다중률 비디오 멀티캐스트 전송에서 스케줄링 방식의 장기적 성능 평가)

  • Hong, Jin Pyo;Han, Minkyu
    • Journal of KIISE
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    • v.43 no.2
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    • pp.246-255
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    • 2016
  • The orthogonal frequency-division multiple access (OFDMA) systems are well suited to multi-rate multicast transmission, as they allow flexible resource allocation across both frequency and time, and provide adaptive modulation and coding schemes. Unlike layered video coding, the multiple description coding (MDC) enables flexible decomposition of the raw video stream into two or more substreams. The quality of the video stream is expected to be roughly proportional to data rate sustained by the receiver. This paper describes a mathematical model of resource allocation and throughput in the multi-rate video multicast for the OFDMA wireless and mobile networks. The impact on mean opinion score (MOS), as a measurement of user-perceived quality (by employing a variety of scheduling disciplines) is discussed in terms of utility maximization and proportional fairness. We propose a pruning algorithm to ensure a minimum video quality even for a subset of users at the resource limitation, and show the optimal number of substreams and their rates can sustain.