• Title/Summary/Keyword: Resource-Provisioning

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An Experimental Evaluation of Active Bandwidth Allocation Model for DiffServ Support in MPLS Networks (MPLS망에서 차등화 서비스 지원을 위한 동적 대역폭 할당 모델의 실험적 평가)

  • Kim Sung-Chan;Chang Kun-Won;Oh Hae-Seok
    • The KIPS Transactions:PartC
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    • v.11C no.6 s.95
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    • pp.807-814
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    • 2004
  • This paper researches and evaluates a bandwidth reallocation mechanism for efficient DiffServ QoS support in MPLS networks by monitoring the network traffic status and reallocating unused bandwidth. While the Differentiated Services in MPLS Networks architecture provides QoS management through the RSVP resource reservation, this mechanism is based on a static provisioning of resource. But this approach can lead to waste bandwidth in some service classes or, leave some service classes' resource starved. This paper presents the bandwidth reallocation dynamically based on network traffic status for bandwidth usage maximization.

Network function virtualization (NFV) resource allocation (RA) scheme and research trend (네트워크기능 가상화 (NFV) 자원할당 (RA) 방식과 연구동향)

  • Kim, Hyuncheol;Yoon, Seunghyun;Jeon, Hongseok;Lee, Wonhyuk
    • Convergence Security Journal
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    • v.16 no.7
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    • pp.159-165
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    • 2016
  • Through the NFV (Network Function Virtualization), companies such as network service providers and carriers have sought to dramatically reduce CAPEX / OPEX by improving the speed of new service provisioning and flexibility of network construction through the S/W-based devices provided by NFV. One of the most important considerations for establishing an NFV network to provide dynamic services is to determine how to dynamically allocate resources (VNFs), the basic building blocks of network services, in the right place. In this paper, we analyzed the latest research trends on VNF node, link allocation, and scheduling in nodes that are required to provide arbitrary NS in NFV framework. In this paper, we also propose VNF scheduling problems that should be studied further in RA (Resource Allocation).

A QoS Provisioning Based on Load Balancing for Hand-over in OFDMA System (OFDMA 시스템에서 핸드오버를 위한 부하제어 기반의 QoS 제공 방안)

  • Lee, Jong-Chan;Lee, Moon-Ho
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.2
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    • pp.59-68
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    • 2013
  • Efficient resource management and hand-over schemes are necessary to maintain consistent QoS because it may be severely defected by some delay and information loss during hand-over in LTE-Advanced networks. This paper proposes a resource management scheme based on the load control to support consistent QoS for heterogeneous services during hand-over in OFDMA based systems. Various multimedia services with different requirements for resource are able to be serviced simultaneously because service continuity can be provided by our proposed scheme. Simulation results show that it provides better performances than the conventional one with the measure of hand-over failure rate and packet loss rate.

Admission Control Policy Heuristic Algorithm for fairness of Call Blocking Probability in Differentiated Service Networks (차별화된 서비스를 갖는 인터넷 망에서 호 블로킹 확률의 공평성을 위한 수락 제어 정책 Heuristic 알고리즘 연구)

  • Min, Jun-Ki;Rhea, Woo-Seop;Chung, Jong-Soo
    • Journal of Internet Computing and Services
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    • v.6 no.3
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    • pp.121-128
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    • 2005
  • Recently, as the research of effective resource management for supporting of various next generation internet service, the admission control mechanisms using the dynamic provisioning methods in differentiated service networks are studied. However, even though admission control mechanism is applied to the network, there exits the unfairness of call blocking probability among the different bandwidth requested services. In this paper, we propose the new admission control policy heuristic algorithm that provides fairness of call blocking probability between the large bandwidth requested service and the small bandwidth requested service. The simulation results show that the proposed algorithm provides not only blocking probability fairness but also high bandwidth utilization.

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MediaCloud: A New Paradigm of Multimedia Computing

  • Hui, Wen;Lin, Chuang;Yang, Yang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.4
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    • pp.1153-1170
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    • 2012
  • Multimedia computing has attracted considerable attention with the rapid growth in the development and application of multimedia technology. Current studies have attempted to support the increasing resource consumption and computational overhead caused by multimedia computing. In this paper, we propose $MediaCloud$, a new multimedia computing paradigm that integrates the concept of cloud computing in handling multimedia applications and services effectively and efficiently. $MediaCloud$ faces the following key challenges: heterogeneity, scalability, and multimedia Quality of Service (QoS) provisioning. To address the challenges above, first, a layered architecture of $MediaCloud$, which can provide scalable multimedia services, is presented. Then, $MediaCloud$ technologies by which users can access multimedia services from different terminals anytime and anywhere with QoS provisioning are introduced. Finally, $MediaCloud$ implementation and applications are presented, and media retrieval and delivery are adopted as case studies to demonstrate the feasibility of the proposed $MediaCloud$ design.

Adaptive Resource Provisioning Method that provide Rapid Scalability and High Performance for Seamless I/O Intensive Application Service in Cloud Environment (클라우드 환경에서 Seamless한 서비스 제공을 위한 빠른 확장성과 성능을 제공하는 적응형 자원 프로비저닝 기법)

  • Yoo, Seung Hwan;Hong, Yo Hoon;Kim, Sung Chun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.11a
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    • pp.41-44
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    • 2014
  • 최근 클라우드 컴퓨팅에 관련된 기술이 각광을 받으면서, 기존에 인터넷을 통해 제공되던 다양한 서비스들이 클라우드 컴퓨팅 플랫폼 환경으로 이동하고 있다. 이를 통해 사용자들에게는 좀 더 편리하고 유연한 서비스를 제공하고 서비스 제공자들에게는 기존 관리 비용의 절감을 할 수 있게 되었다. 하지만 현재 폭발적인 수요의 증가로 인해, 기존의 자원 활용도의 극대화를 목적으로 고안된 자원 분배 기법들에 대한 여러 한계점이 나타나게 되었다. 본 논문에서는 이러한 문제점들을 해결하고자 클라우드 컴퓨팅 환경에서 Qos를 기반으로 사용자나 서비스 제공자의 비용적인 측면을 고려한 자원분배를 통해 서비스를 제공시 사용자 요구를 만족시키고 동시에 서비스 공급자에게는 비용 효율적인 프로비저닝(Provisioning)기법을 제안하고자 한다. 실험 결과 기존의 자원 활용도에 중점을 둔 기법보다 사용자 요청에 대한 응답 속도가 8.35% 향상되었으며, 컴퓨터 자원 유지 관련 비용면에서도 기존 대비 11.31% 절감 효과를 가져오는 것을 확인 할 수 있었다.

Grouping Method based on Adaptive Load Balancing for the Intelligent Resource Management of a Cloud System (클라우드 시스템의 지능적인 자원관리를 위한 적응형 부하균형 기반 그룹화 기법)

  • Mateo, Romeo Mark A.;Yang, Hyun-Ho;Lee, Jae-Wan
    • Journal of Internet Computing and Services
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    • v.12 no.3
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    • pp.37-47
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    • 2011
  • Current researches in the Cloud focus on the appropriate interactions of cloud components in a large-scale system implementation. However, the current designs do not include intelligent methods like grouping the similar service providers based on their properties and integrating adaptive schemes for load distribution which can promote effective sharing of resource. This paper proposes an efficient virtualization of services by grouping the cloud providers to improve the service provisioning. The grouping of cloud service providers based on a cluster analysis collects the similar and related services in one group. The adaptive load balancing supports the service provisioning of the cloud system where it manages the load distribution within the group using an adaptive scheme. The proposed virtualization mechanism (GRALB) showed good results in minimizing message overhead and throughput performance compared to other methods.

Semantic Cloud Resource Recommendation Using Cluster Analysis in Hybrid Cloud Computing Environment (군집분석을 이용한 하이브리드 클라우드 컴퓨팅 환경에서의 시맨틱 클라우드 자원 추천 서비스 기법)

  • Ahn, Younsun;Kim, Yoonhee
    • KIPS Transactions on Computer and Communication Systems
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    • v.4 no.9
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    • pp.283-288
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    • 2015
  • Scientists gain benefits from on-demand scalable resource provisioning, and various computing environments by using cloud computing resources for their applications. However, many cloud computing service providers offer their cloud resources according to their own policies. The descriptions of resource specification are diverse among vendors. Subsequently, it becomes difficult to find suitable cloud resources according to the characteristics of an application. Due to limited understanding of resource availability, scientists tend to choose resources used in previous experiments or over-performed resources without considering the characteristics of their applications. The need for standardized notations on diverse cloud resources without the constraints of complicated specification given by providers leads to active studies on intercloud to support interoperability in hybrid cloud environments. However, projects related to intercloud studies are limited as they are short of expertise in application characteristics. We define an intercloud resource classification and propose semantic resource recommendation based on statistical analysis to provide semantic cloud resource services for an application in hybrid cloud computing environments. The scheme proves benefits on resource availability and cost-efficiency with choosing semantically similar cloud resources using cluster analysis while considering application characteristics.

A Fair Distributed Resource Allocation Method in UWB Wireless PANs with WiMedia MAC

  • Kim, Seok-Hwan;Hur, Kyeong;Park, Jong-Sun;Eom, Doo-Seop;Hwang, Kwang-Il
    • Journal of Communications and Networks
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    • v.11 no.4
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    • pp.375-383
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    • 2009
  • The WiMedia alliance has specified a distributed medium access control (WiMedia MAC) protocol based on ultra wideband (UWB) for high data rate WPANs (HR-WPANs). The merits of WiMedia MAC such as distributed nature and high data rate make it a favorite candidate in HR-WPAN. Although QoS parameters such as the range of service rates are provided to a traffic stream, the WiMedia MAC is not able to use the QoS parameters and to determine or adjust a service rate using the QoS parameters for the traffic stream. In this paper, we propose a fair and adaptive resource allocation method that allocates time slots to isochronous streams according to QoS parameters and the current traffic load condition in a fully distributed manner. Although the traffic load condition changes, each device independently recognizes the changes and calculates fair and maximum allowable service rates for traffic streams. From the numerical and simulation results, it is proved that the proposed method achieves high capacity of traffic streams and fair QoS provisioning under various traffic load condition.

Implementation of On-demand QoS management System for Bandwidth Resource Allocation (대역폭 자원 할당을 위한 주문형 Qos 관리 시스템 구현)

  • Lee, Dongwook;Yi, Dong-Hoon;Kim, Jongwon;Sanggil Jung;Okhwan Byun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.4B
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    • pp.444-454
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    • 2004
  • To support diverse transmission requirements of multimedia applications, Quality of Service (QoS) should be provided in the Internet, where only the best-effort service is available. In this paper, we describe our recent effort on the implementation and verification of an extendable and flexible QoS allocation and resource management system based on the bandwidth broker model for realizing the IETF differentiated service (DiffServ). Focusing on the bandwidth issue over single administrative domain, the implemented system provides real-time resource reservation and allocation, delayed call admission control, simple QoS negotiation between sewer and users, and simple resource monitoring. The implemented system is verified by evaluating the performance of a resource-intensive application over the real-world testbed network.