• 제목/요약/키워드: dynamic resource allocation

검색결과 171건 처리시간 0.023초

Bayesian Regression Modeling for Patent Keyword Analysis

  • Choi, JunHyeog;Jun, SungHae
    • 한국컴퓨터정보학회논문지
    • /
    • 제21권1호
    • /
    • pp.125-129
    • /
    • 2016
  • In this paper, we propose an efficient dynamic workload balancing strategy which improves the performance of high-performance computing system. The key idea of this dynamic workload balancing strategy is to minimize execution time of each job and to maximize the system throughput by effectively using system resource such as CPU, memory. Also, this strategy dynamically allocates job by considering demanded memory size of executing job and workload status of each node. If an overload node occurs due to allocated job, the proposed scheme migrates job, executing in overload nodes, to another free nodes and reduces the waiting time and execution time of job by balancing workload of each node. Through simulation, we show that the proposed dynamic workload balancing strategy based on CPU, memory improves the performance of high-performance computing system compared to previous strategies.

EPON에서 실시간 트래픽의 지연성능 향상을 위한 동적 대역할당방안의 성능분석 (Performance Analysis of a Dynamic Bandwidth Allocation Scheme for improving the delay of the real time traffic in an EPON)

  • 박철근;이유태;정해;유건일;김종안
    • 한국통신학회논문지
    • /
    • 제28권11B호
    • /
    • pp.1023-1030
    • /
    • 2003
  • 본 논문에서는 서로 다른 요구조건을 갖는 응용 서비스들을 지원하는 가입자 접속망에서 서비스 고유의 서비스 품질을 효과적으로 지원하기 위한 대역 할당 방안을 다룬다. 음성 및 실시간 비디오 등의 지연에 민감한 실시간 트래픽과 데이터 및 BE(Best Effort)와 같은 비 실시간 트래픽 등 다중 응용 서비스를 지원해야 하는 EPON(Ethernet Passive Optical Network)망에서 상향 트래픽의 동적 대역 할당방안에 대하여 논하기로 한다. 구조적으로 제한된 자원 환경에서 상향 전송 대역을 효율적으로 사용하고, 실시간 트래픽의 지연성능을 향상하는 새로운 방안을 제안하고, 시뮬레이션으로 제안된 방안의 지연성능을 분석한다.

Knowledge-driven Dynamic Capability and Organizational Alignment: A Revelatory Historical Case

  • Kim, Gyeung-Min
    • Asia pacific journal of information systems
    • /
    • 제20권1호
    • /
    • pp.33-56
    • /
    • 2010
  • The current business environment has been characterized as less munificent, highly uncertain and constantly evolving. In this environment, the company with dynamic capability is reported to be more successful than others in building competitive advantage. Dynamic capability focuses on the link between a dynamically changing environment, strategic agility, architectural reconfiguration, and value creation. Being characterized to be flexible and adaptive to market circumstance changes, an organization with dynamic capability is described to have high resource fluidity, which represents business process, resource allocation, human resource management and incentives that make business transformation faster and easier. Successful redeployment of the resources for dynamic adaptation requires organizational forms and reward systems to be well aligned with firm's technological infrastructures and business process. The alignment is considered to be an executive level commitment. Building dynamic capability is knowledge driven; relying on new knowledge to reconfigure firm's resources. Past studies established the link between the effective execution of a knowledge-focused strategy and relevant setting of architectural elements such as human resources, structure, process and information systems. They do not, however, describe in detail the underlying processes by which architectural elements are adjusted in coordinated manners to build knowledge-driven dynamic capability. In fact, understandings of these processes are one of the top issues in IT management. This study analyzed how a Korean corporation with a knowledge-focused strategy aligned its architectural elements to develop the dynamic capability and thus create value in the dynamically changing markets. When the Korean economy was in crisis, the company implemented a knowledge-focused strategy, restructured the organization's architecture by which human and knowledge resources are identified, structured, integrated and coordinated to identify and seize market opportunity. Specifically, the following architectural elements were reconfigured: human resource, decision rights, reward and evaluation systems, process, and IT infrastructure. As indicated by sales growth, the reconfiguration helped the company create value under an extremely turbulent environment. According to Ancona et al. (2001), depending on the types of lenses the organization uses, different types of architecture will emerge. For example, if an organization uses political lenses focusing on power, influence, and conflict. the architecture that leverage power and negotiate across multiple interest groups would emerge. Similarly, if an organization uses economic lenses focusing on the rational behavior of organizational actors making choices based on the costs and benefits of action, organizational architecture should be designed to motivate and provide incentives for the actors (Smith, 2001). Compared to this view, information processing perspectives consider architecture to be designed to maximize the capacity of information processing by the actors. Using knowledge lenses, the company studied in this research established architectural elements in a manner that allows the firm to effectively structure knowledge resources to form dynamic capability. This study is revelatory single case with a historic perspective. As a result of this study, a set of propositions and a framework are derived, which can be used for architectural alignment.

멀티미디어 서비스 이용률 향상을 위한 진보된 MAC 프로토콜 성능분석 (Performance Analysis of Enhanced MAC Protocol to Improve Utilization in Multimedia Service)

  • 박병주;유환석;김상하
    • 한국인터넷방송통신학회논문지
    • /
    • 제9권5호
    • /
    • pp.15-21
    • /
    • 2009
  • 최근 이더넷 수동 광 네트워크는 산업에 있어서 뿐만 아니라 효율적인 광대역 서비스를 제공할수 있어 많은 연구가 진행되고 있는 분야이다. PON 네트워크에 있어서 MAC 프로토콜은 TDMA 방식을 기반으로 처리되고 있다. 본 논문에서는 기존의 채널의 시간 슬롯 분배 (대역폭 할당)방식에 있어서의 문제점을 공평성과 QoS 관점으로 살펴보고, 효율적인 자원 이용율을 제공하기 위한 진보된 대역폭 할당 기법을 제안한다. 이방식은 현재 휴지 상태의 ONU들에게 할당된 사용하지 않는 대역폭을 최소화함으로서 모든 ONU 들에게 최대 대역폭 요구를 공평한 범위 내에서 충족 시킬수가 있다.

  • PDF

Multiple-Phase Energy Detection and Effective Capacity Based Resource Allocation Against Primary User Emulation Attacks in Cognitive Radio Networks

  • Liu, Zongyi;Zhang, Guomei;Meng, Wei;Ma, Xiaohui;Li, Guobing
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제14권3호
    • /
    • pp.1313-1336
    • /
    • 2020
  • Cognitive radio (CR) is regarded as an effective approach to avoid the inefficient use of spectrum. However, CRNs have more special security problems compared with the traditional wireless communication systems due to its open and dynamic characteristics. Primary user emulation attack (PUEA) is a common method which can hinder secondary users (SUs) from accessing the spectrum by transmitting signals who has the similar characteristics of the primary users' (PUs) signals, and then the SUs' quality of service (QoS) cannot be guaranteed. To handle this issue, we first design a multiple-phase energy detection scheme based on the cooperation of multiple SUs to detect the PUEA more precisely. Second, a joint SUs scheduling and power allocation scheme is proposed to maximize the weighted effective capacity of multiple SUs with a constraint of the average interference to the PU. The simulation results show that the proposed method can effectively improve the effective capacity of the secondary users compared with the traditional overlay scheme which cannot be aware of the existence of PUEA. Also the good delay QoS guarantee for the secondary users is provided.

Load Balancing Approach to Enhance the Performance in Cloud Computing

  • Rassan, Iehab AL;Alarif, Noof
    • International Journal of Computer Science & Network Security
    • /
    • 제21권2호
    • /
    • pp.158-170
    • /
    • 2021
  • Virtualization technologies are being adopted and broadly utilized in many fields and at different levels. In cloud computing, achieving load balancing across large distributed virtual machines is considered a complex optimization problem with an essential importance in cloud computing systems and data centers as the overloading or underloading of tasks on VMs may cause multiple issues in the cloud system like longer execution time, machine failure, high power consumption, etc. Therefore, load balancing mechanism is an important aspect in cloud computing that assist in overcoming different performance issues. In this research, we propose a new approach that combines the advantages of different task allocation algorithms like Round robin algorithm, and Random allocation with different threshold techniques like the VM utilization and the number of allocation counts using least connection mechanism. We performed extensive simulations and experiments that augment different scheduling policies to overcome the resource utilization problem without compromising other performance measures like makespan and execution time of the tasks. The proposed system provided better results compared to the original round robin as it takes into consideration the dynamic state of the system.

Dynamic Resource Allocation and Scheduling for Cloud-Based Virtual Content Delivery Networks

  • Um, Tai-Won;Lee, Hyunwoo;Ryu, Won;Choi, Jun Kyun
    • ETRI Journal
    • /
    • 제36권2호
    • /
    • pp.197-205
    • /
    • 2014
  • This paper proposes a novel framework for virtual content delivery networks (CDNs) based on cloud computing. The proposed framework aims to provide multimedia content delivery services customized for content providers by sharing virtual machines (VMs) in the Infrastructure-as-a-Service cloud, while fulfilling the service level agreement. Furthermore, it supports elastic virtual CDN services, which enables the capabilities of VMs to be scaled to encompass the dynamically changing resource demand of the aggregated virtual CDN services. For this, we provide the system architecture and relevant operations for the virtual CDNs and evaluate the performance based on a simulation.

SLA-Aware Resource Management for Cloud based Multimedia Service

  • 모하메드 사비르 하산;모하메드 마타하리 이슬람;박준영;허의남
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2013년도 춘계학술발표대회
    • /
    • pp.171-174
    • /
    • 2013
  • Virtualization technology opened a new era in the field of Data intensive, Grid and Cloud Computing. Today's Data centers are smarter than ever leveraging the Virtualization technology. In response to that, Dynamic consolidations of Virtual Machines (VMs) allow efficient resource management by live migration of VMs in the hosts. Moreover, each client typically has a service level agreement (SLA), leads to stipulation in dealing with energy-performance trade-off as aggressive consolidation may lead to performance degradation beyond the negotiation. In this paper we propose a Cloud Based CDN approach for allocation of VM that aims to maximize the client-level SLA. Our experiment result demonstrates significant enhancement of SLA at certain level.

초기할당방식과 예대(預貸) 가능 여부에 따른 CO2 배출권거래제의 경제적 효과 (Economic Impacts of Initial Allocation and Banking in CO2 Emissions Trading)

  • 조경엽;김영덕;김효선
    • 자원ㆍ환경경제연구
    • /
    • 제15권4호
    • /
    • pp.591-642
    • /
    • 2006
  • 본고에서는 우선 배출권거래에 대하여 시간적 거래 허용 여부에 초점을 맞추어 정산기간을 1년으로 정한 단위기간정산 배출권거래제와 5년으로 설정한 다기간정산 배출권거래제에 대한 경제적 효과를 비교분석하고, 둘째로는 배출권의 초기할당 방식에 따른 일률 할당, 에너지소비 기준 할당, 부가가치 기준 할당 생산액 기준 합당 등의 할당방식의 차이가 어떠한 경제적 효과의 차이를 가져오는지를 분석하였다. 이러한 분석을 위하여 정책효과 분석에 적합하고 장기적인 정책예시효과를 파악할 수 있는 동태적 연산일반균형 모형을 이용하였으며, 배출권거래제에 참여하는 산업을 8개 에너지다소비산업으로 설정하여 분석하였다. 그 결과, 시간적 거래가 허용되는 다기간정산 배출권거래제에서 정산기간 동안 그 잔반기에 배출권을 팔고 후반기에 구매하는 형태의 시점간 거래가 이루어지는 것으로 나타났다. 이러한 현상은 시점간 거래를 허용할 경우 배출권을 저축하는 유인을 발생시킬 수 있다는 Kling and Rubin (1997) 의 분석과 일치한다. 경제적 효과를 비교분석한 결과, 배출권거래가 허용되는 경우가 개별 이행의 경우보다 GDP 손실이 작은 것으로 나타났다. 한편, 단위기간정산 배출권거래제와 다기간정산 배출권거래제를 비교하는 경우, 정산기간이 길어질수록 시점간 거래를 허용하는 다기간정산 배출권거래제의 GDP 손실이 작은 것으로 나타났다. 할당방식에 따른 GDP 손실을 비교하는 경우, 장기적으로 부가가치 기준의 초기할당방식이 다른 할당방식보다 GDP손실이 작은 것으로 나타났다.

  • PDF

Dimensioning of linear and hierarchical wireless sensor networks for infrastructure monitoring with enhanced reliability

  • Ali, Salman;Qaisar, Saad Bin;Felemban, Emad A.
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제8권9호
    • /
    • pp.3034-3055
    • /
    • 2014
  • Wireless Sensor Networks have extensively been utilized for ambient data collection from simple linear structures to dense tiered deployments. Issues related to optimal resource allocation still persist for simplistic deployments including linear and hierarchical networks. In this work, we investigate the case of dimensioning parameters for linear and tiered wireless sensor network deployments with notion of providing extended lifetime and reliable data delivery over extensive infrastructures. We provide a single consolidated reference for selection of intrinsic sensor network parameters like number of required nodes for deployment over specified area, network operational lifetime, data aggregation requirements, energy dissipation concerns and communication channel related signal reliability. The dimensioning parameters have been analyzed in a pipeline monitoring scenario using ZigBee communication platform and subsequently referred with analytical models to ensure the dimensioning process is reflected in real world deployment with minimum resource consumption and best network connectivity. Concerns over data aggregation and routing delay minimization have been discussed with possible solutions. Finally, we propose a node placement strategy based on a dynamic programming model for achieving reliable received signals and consistent application in structural health monitoring with multi hop and long distance connectivity.