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Optimal Resource Allocation and Quality of Service Prediction in Cloud 被引量:1
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作者 Priya Baldoss Gnanasekaran Thangavel 《Computers, Materials & Continua》 SCIE EI 2021年第4期253-265,共13页
In the present scenario,cloud computing service provides on-request access to a collection of resources available in remote system that can be shared by numerous clients.Resources are in self-administration;consequent... In the present scenario,cloud computing service provides on-request access to a collection of resources available in remote system that can be shared by numerous clients.Resources are in self-administration;consequently,clients can adjust their usage according to their requirements.Resource usage is estimated and clients can pay according to their utilization.In literature,the existing method describes the usage of various hardware assets.Quality of Service(QoS)needs to be considered for ascertaining the schedule and the access of resources.Adhering with the security arrangement,any additional code is forbidden to ensure the usage of resources complying with QoS.Thus,all monitoring must be done from the hypervisor.To overcome the issues,Robust Resource Allocation and Utilization(RRAU)approach is developed for optimizing the management of its cloud resources.The work hosts a numerous virtual assets which could be expected under the circumstances and it enforces a controlled degree of QoS.The asset assignment calculation is heuristic,which is based on experimental evaluations,RRAU approach with J48 prediction model reduces Job Completion Time(JCT)by 4.75 s,Make Span(MS)6.25,and Monetary Cost(MC)4.25 for 15,25,35 and 45 resources are compared to the conventional methodologies in cloud environment. 展开更多
关键词 Cloud computing resource utilization robust resource allocation and utilization(RRAU)approach job completion time quality of services monetary cost make span
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Optimization Model Proposal for Traffic Differentiation in Wireless Sensor Networks
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作者 Adisa Haskovic Dzubur Samir Causevic +3 位作者 Belma Memic Muhamed Begovic Elma Avdagic-Golub Alem Colakovic 《Computers, Materials & Continua》 SCIE EI 2024年第10期1059-1084,共26页
Wireless sensor networks(WSNs)are characterized by heterogeneous traffic types(audio,video,data)and diverse application traffic requirements.This paper introduces three traffic classes following the defined model of h... Wireless sensor networks(WSNs)are characterized by heterogeneous traffic types(audio,video,data)and diverse application traffic requirements.This paper introduces three traffic classes following the defined model of heterogeneous traffic differentiation in WSNs.The requirements for each class regarding sensitivity to QoS(Quality of Service)parameters,such as loss,delay,and jitter,are described.These classes encompass real-time and delay-tolerant traffic.Given that QoS evaluation is a multi-criteria decision-making problem,we employed the AHP(Analytical Hierarchy Process)method for multi-criteria optimization.As a result of this approach,we derived weight values for different traffic classes based on key QoS factors and requirements.These weights are assigned to individual traffic classes to determine transmission priority.This study provides a thorough comparative analysis of the proposed model against existing methods,demonstrating its superior performance across various traffic scenarios and its implications for future WSN applications.The results highlight the model’s adaptability and robustness in optimizing network resources under varying conditions,offering insights into practical deployments in real-world scenarios.Additionally,the paper includes an analysis of energy consumption,underscoring the trade-offs between QoS performance and energy efficiency.This study presents the development of a differentiated services model for heterogeneous traffic in wireless sensor networks,considering the appropriate QoS framework supported by experimental analyses. 展开更多
关键词 Wireless Sensor Networks(WSNs) traffic differentiation traffic classes quality of services(QoS) multi-criteria optimization Analytical Hierarchy Process(AHP)
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Efficient Energy and Delay Reduction Model for Wireless Sensor Networks
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作者 Arslan Iftikhar M.A.Elmagzoub +4 位作者 Ansar Munir Hamad Abosaq Al Salem Mahmood ul Hassan Jarallah Alqahtani Asadullah Shaikh 《Computer Systems Science & Engineering》 SCIE EI 2023年第7期1153-1168,共16页
In every network,delay and energy are crucial for communication and network life.In wireless sensor networks,many tiny nodes create networks with high energy consumption and compute routes for better communication.Wir... In every network,delay and energy are crucial for communication and network life.In wireless sensor networks,many tiny nodes create networks with high energy consumption and compute routes for better communication.Wireless Sensor Networks(WSN)is a very complex scenario to compute minimal delay with data aggregation and energy efficiency.In this research,we compute minimal delay and energy efficiency for improving the quality of service of any WSN.The proposed work is based on energy and distance parameters as taken dependent variables with data aggregation.Data aggregation performs on different models,namely Hybrid-Low Energy Adaptive Clustering Hierarchy(H-LEACH),Low Energy Adaptive Clustering Hierarchy(LEACH),and Multi-Aggregator-based Multi-Cast(MAMC).The main contribution of this research is to a reduction in delay and optimized energy solution,a novel hybrid model design in this research that ensures the quality of service in WSN.This model includes a whale optimization technique that involves heterogeneous functions and performs optimization to reach optimized results.For cluster head selection,Stable Election Protocol(SEP)protocol is used and Power-Efficient Gathering in Sensor Information Systems(PEGASIS)is used for driven-path in routing.Simulation results evaluate that H-LEACH provides minimal delay and energy consumption by sensor nodes.In the comparison of existing theories and our proposed method,HLEACH is providing energy and delay reduction and improvement in quality of service.MATLAB 2019 is used for simulation work. 展开更多
关键词 Data aggregation wireless sensor network energy efficiency quality of services delay reduction
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Centralized QoS Routing Model for Delay/Loss Sensitive Flows at the SDN-IoT Infrastructure 被引量:1
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作者 Mykola Beshley Natalia Kryvinska +2 位作者 Halyna Beshley Mykhailo Medvetskyi Leonard Barolli 《Computers, Materials & Continua》 SCIE EI 2021年第12期3727-3748,共22页
The rapidly increasing number of Internet of Things(IoT)devices and Quality of Service(QoS)requirements have made the provisioning of network solutions to meet this demand a major research topic.Providing fast and rel... The rapidly increasing number of Internet of Things(IoT)devices and Quality of Service(QoS)requirements have made the provisioning of network solutions to meet this demand a major research topic.Providing fast and reliable routing paths based on the QoS requirements of IoT devices is very important task for Industry 4.0.The software-defined network is one of the most current interesting research developments,offering an efficient and effective solution for centralized control and network intelligence.A new SDN-IoT paradigm has been proposed to improve network QoS,taking advantage of SDN architecture in IoT networks.At the present time,most publish-subscribe IoT platforms assume the same QoS requirements for all customers.However,in many real-world scenarios of IoT applications,different subscribers may have different E2E delay requirements.Providing reliable differentiated services has become a relevant problem.For this we developed a technique for classifying IoT flows with the individual subscriber recommendation on the importance of certain parameters for particular classes of traffic taken into account.To improve the QoS for mission-critical IoT applications in large-scale SDN-IoT infrastructure,we focused on optimizing routing in the SDN.For this purpose,a centralized routing model based on QoS parameters and IoT priority flow for the SDN was proposed and implemented.We have compared the proposed routing model with the state-of-art deterministic multiconstrained centralized QoS routing model(DMCQR).The developed centralized routing model in comparison with the known DMCQR flow routing achieved better balance of channel resources load due to rational choice of transmission paths for different traffic.And it was possible to reduce up to 3 times the average delay of real time flows service from end to end,for which with the existing DMCQR routing model the permissible delay rates were not met. 展开更多
关键词 Internet of things software defined networking quality of services routing internet of video things
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Media Independent Handover Scheme with QoS Provision across UMTS and WiMAX Networks 被引量:1
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作者 Xu Yihan Chee-Onn Chow +1 位作者 Khong-Neng Choong Hiroshi Ishii 《China Communications》 SCIE CSCD 2012年第7期55-70,共16页
The rapid growth and innovation of the various mobile communication technologies have caused a change in the paradigm of internet access. Wireless technologies such as WiM AX, WiFi and UM T S/LTE networks have shown g... The rapid growth and innovation of the various mobile communication technologies have caused a change in the paradigm of internet access. Wireless technologies such as WiM AX, WiFi and UM T S/LTE networks have shown great p otential in dominating the wireless access markets. The ex istence of various access technologies requires a means for seamless internetworking to provide an ywhere, anytime services without interruption in the ongoing session, especially in multimedia 展开更多
关键词 IEEE 802.21 vertical handover quality of services (QoS) provision heterogeneous network
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Dynamic resource management using bandwidth brokers 被引量:1
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作者 Yu Chengzhi Song Hantao +1 位作者 Hou Xianjun Pan Chengsheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期660-668,共9页
The admission control issue in the design of a centralized bandwidth broker model for dynamic control and management of QoS provisioning is studied. A two-phase differentiated flow treatment based dynamic admission co... The admission control issue in the design of a centralized bandwidth broker model for dynamic control and management of QoS provisioning is studied. A two-phase differentiated flow treatment based dynamic admission control scheme under the centralized bandwidth broker model is proposed. In the proposed scheme, the flow requests are classified into two classes and get differentiated treatment according to their QoS demands. We demonstrate that this admission control scheme can not only improve the resource utilization but also guarantee the flows' QoS. Furthermore, the admission control is divided into two phases: edge admission control and interior admission control. During the interior phase, the PoQ scheme is adopted, which enhances the call processing capability of the bandwidth broker. The simulation results show that the proposed scheme can result in lower flow blocking probability and higher resource utilization. And it also reduces the number of QoS state accesses/updates, thereby increasing the overall call processing capability of the bandwidth broker. 展开更多
关键词 admission control quality of services bandwidth broker.
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QoS in FANET Business and Swarm Data
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作者 Jesús Hamilton Ortiz Carlos Andrés Tavera Romero +1 位作者 Bazil Taha Ahmed Osamah Ibrahim Khalaf 《Computers, Materials & Continua》 SCIE EI 2022年第7期1877-1899,共23页
This article shows the quality of services in a wireless swarm of drones that form an ad hoc network between them Fly Ad Hoc Networks(FANET).Each drone has the ability to send and receive information(like a router);an... This article shows the quality of services in a wireless swarm of drones that form an ad hoc network between them Fly Ad Hoc Networks(FANET).Each drone has the ability to send and receive information(like a router);and can behave as a hierarchical node whit the intregration of three protocols:Multiprotocol Label Switch(MPLS),Fast Hierarchical AD Hoc Mobile(FHAM)and Internet Protocol version 6(IPv6),in conclusion MPLS+FHAM+IPv6.The metrics analyzed in the FANET are:delay,jitter,throughput,lost and sent packets/received.Testing process was carried out with swarms composed of 10,20,30 and 40 units;In this work,the stage with 40 droneswas analyzed showing registration processes,and sentmessages sequences between different drones that were part of the same swarm.A special analysis about the traffic between drones(end-to-end)was carried out,as well as the possible security flaws in each drone and the current status and future trends in real services.Regarding future trends,in a real environment,we took as a starting point,metrics results obtained in the simulation(positive according to the obtained results).These results gave us a clear vision of how the network will behave in a real environment with the aim to carry out the experiment on a physical level in the near future.This work also shows the experience quality from the service quality metrics obtained through a mathematical model.This quality of experience model will allow us to use it objectively in the agricultural sector,which is a great interest area and is where we are working with drones.Finally in this article we show our advances for a business model applied to the aforementioned agricultural sector,as well as the data analysis and services available to the end customer.These services available to the end customer have been classified into a basic,medium,advanced and plus level. 展开更多
关键词 Ad hoc home agent(AHA) ad hoc mobile node(AMN) ad hoc correspondent node(ACN) ad hoc mobile anchor point(AMAP) fast hierarchical AD hoc mobile IPv6(FHAMIPv6) label switching router(LSR)label edge router(LER) mobile ad hoc networks(MANET)fly ad hoc network(FANET) quality of services(QoS) quality of experience(QoE)
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A novel handover scheme using torch nodes and adaptive measurement aggregation mechanism to improve QoS in high-speed railway communication
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作者 P.J.Pramod B.C.Jinaga 《Journal of Modern Transportation》 2018年第1期24-35,共12页
Technological advancement in the field of trans- portation and communication has been happening at a faster pace in the past few decades. As the demand for high-speed transportation increases, the need for an improved... Technological advancement in the field of trans- portation and communication has been happening at a faster pace in the past few decades. As the demand for high-speed transportation increases, the need for an improved seamless communication system to handle higher data traffic in a highly mobile environment becomes imperative. This paper proposes a novel scheme to enhance the quality of service in high-speed railway (HSR) communication environment using the concept of torch nodes (TNs) and adaptive measurement aggregation (AMA). The system was modeled using an object-oriented discrete event sim- ulator, and the performance was analyzed against the existing single-antenna scheme. The simulation results show that the proposed scheme with its minimal imple- mentation overhead can efficiently perform seamless han- dover with reduced handover failure and communication interruption probability. 展开更多
关键词 High-speed railway Cellular wirelesstechnology . Long-term evolution Mobile relaysHandover scheme quality of services
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A Handover Strategy in the LEO Satellite-Based Constellation Networks with ISLs
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作者 LIU Gang GOU Dingyong WU Shiqi(School of Communication and Information Engineering,UESTC Chengdu 610054 China) 《Journal of Electronic Science and Technology of China》 2003年第1期22-28,共7页
A new handover strategy named minimal-hops handover(MHH) strategy for the lowearth orbit(LEO) satellite constellations networks equipped with inter-satellite links(ISLs) is proposed.MHH strategy,which is based on the ... A new handover strategy named minimal-hops handover(MHH) strategy for the lowearth orbit(LEO) satellite constellations networks equipped with inter-satellite links(ISLs) is proposed.MHH strategy,which is based on the hops of the end-to-end connection paths and makes good use of theregularity of the constellation network topology,can appropriately combine the handover procedure withrouting and efficiently solve the inter-satellite handover issue.Moreover,MHH strategy can providequality of services(QoS) guarantees to some extent.The system performances of the MHH strategy,suchas time propagation delay and handover frequency,are evaluated and compared with that of otherprevious strategies.The simulation results show that MHH strategy performs better than other previoushandover strategies. 展开更多
关键词 low earth orbit(LEO)satellite-based constellation networks time propagation delay quality of services(QoS) inter-satellite link(ISL) inter-satellite handover
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QoS Requirement Generation and Algorithm Selection for Composite Service Based on Reference Vector 被引量:3
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作者 吴邦欲 支志雄 +2 位作者 徐世杰 顾明 孙家广 《Journal of Computer Science & Technology》 SCIE EI CSCD 2009年第2期357-372,共16页
Under SOA (Service-Oriented Architecture), composite service is formed by aggregating multiple component services together in a given workflow. One key criterion of this research topic is QoS composition. Most work ... Under SOA (Service-Oriented Architecture), composite service is formed by aggregating multiple component services together in a given workflow. One key criterion of this research topic is QoS composition. Most work on service composition mainly focuses on the algorithms about how to compose services according to assumed QoS, without considering where the required QoS comes from and the selection of user preferred composition algorithm among those with different computational cost and different selection results. In this paper, we propose to strengthen current service composition mechanism by generation of QoS requirement and its algorithm selection based on the QoS reference vectors which are calculated optimally from the existing individual services' QoS by registry to represent QoS overview about the best QoS, the worst (or most economical) QoS, or the average QoS of all composite services. To implement QoS requirement, which is determined according to QoS overview, this paper introduces two selection algorithms as two kinds of experiment examples, one aiming at the most accurate service selection and the other chasing for trade-off between selection cost and result. Experimental results show our mechanism can help the requester achieve his expected composite service with appropriate QoS requirement and customized selection algorithm. 展开更多
关键词 service-oriented architecture service composition quality of services service selection
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