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检索条件"任意字段=Conference on Multimedia Computing and Networking"

共 2919 条记录，以下是441-450 订阅

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Time-sensitive-aware scheduling traffic (TSA-ST) algorithm in software-defined networking 12th

Time-sensitive-aware scheduling traffic (TSA-ST) algorithm i...

引用

12th International conference on Internet and Distributed computing Systems, IDCS 2019

作者： Haur, Ng Kean Chin, Tan Saw Multimedia University CyberjayaSelangor63310 Malaysia

ISBN: (纸本)9783030349134

Time-sensitive-aware scheduling traffic system is capable to eliminate the queuing delay in the network that resulting hard real-time guarantees. Hence, this article aims to develop a time-sensitive-aware scheduling traffic system which is able to avoid multiple time-sensitive flows from conducting in the same path simultaneously so that the queueing delay can be eliminated. Under this prologue, an algorithm Time-Sensitive-Aware Scheduling Traffic (TSA-ST) is proposed to reduce the time complexity in the transmission schedule while maintaining the quality of the scheduling system. In the end, the transmission schedule will be computed in different network topologies to evaluate the performance and accuracy. © Springer Nature Switzerland AG 2019.

关键词： Cyber Physical System

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Hybrid software-defined network monitoring 12th

Hybrid software-defined network monitoring

引用

12th International conference on Internet and Distributed computing Systems, IDCS 2019

作者： Abushagur, Abdulfatah A. G. Chin, Tan Saw Kaspin, Rizaludin Omar, Nazaruddin Samsudin, Ahmad Tajuddin Faculty of Informatics and Computing Multimedia University CyberjayaSelangor63100 Malaysia Telekom Malaysia Research & Development Cyberjaya Malaysia

ISBN: (纸本)9783030349134

Software defined networking (SDN) with OpenFlow-enabled switches operate alongside traditional switches has become a matter of fact in ISP network paradigms which are known as a hybrid SDN (H-SDN) network. When the centralized controller of SDN introduced into an existing network, significant improvement in network use as well as reducing packet losses and delays are expected. However, monitoring such networks is the main concern for better traffic management decision making which can lead to a maximum throughput performance. There is, to our knowledge, only one actual article proposed for H-SDN monitoring scheme so far. Thus, this paper surveys several monitoring methods/techniques for both networks, then propose taxonomy criteria to evaluate the various monitoring methods. The survey includes discussing the design concepts, accuracy and limitations for each, eventually summarize the future research directions for integrated perspective of monitoring in H-SDN networks. © Springer Nature Switzerland AG 2019.

关键词： Monitoring

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DQ-RM: Deep Reinforcement Learning-based Route Mutation Scheme for multimedia Services

DQ-RM: Deep Reinforcement Learning-based Route Mutation Sche...

引用

International Wireless Communications and Mobile computing conference, IWCMC

作者： Tao Zhang Changqiao Xu Bingchi Zhang Xiaohui Kuang Yue Wang Shujie Yang Gabriel-Miro Muntean State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications Beijing China School of International Beijing University of Posts and Telecommunications Beijing China State key Laboratory of Science and Technology on Information System Security Beijing China Beijing Key Laboratory of Network System Architecture and Convergence Beijing China Performance Engineering Lab. School of Electronic Engineering Dublin City University Dublin Ireland

ISBN: (数字)9781728131290

ISBN: (纸本)9781728131306

Increasingly growing various multimedia services (e.g., interactive live video and so on) have brought tremendous pressure on existing static defense techniques. To cope with inherent drawback of static defense techniques, Network Moving Target Defense (NMTD) such as route mutation (RM) was proposed. What's more, applying reinforcement learning (RL) into RM has been proved feasible in our previous work. But two main problems still need to be considered in this combination of RL with RM: 1) It lacks the consideration of multiple flows situation. 2) With the state-action space grow larger, current solution can't handle efficiently. In this paper, we propose a deep Q-learning method for RM (DQ-RM) to solve above two problems. Firstly, benefited from the satisfiability module theory, we formalize RM space considering single flow and multiple flows concurrently. Then we further propose a deep reinforcement learning-based RM scheme based on our previous work, which is suitable for large-scale state-action space. Finally, extensive experimental results highlight the improvement of DQ-RM in defense performance and convergence speed compared to the representative solution.

关键词： Routing Streaming media Machine learning Frequency modulation Computer crime Convergence Quality of service

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CBMI 2019 - Proceedings of the 17th International conference on Content-Based multimedia Indexing

CBMI 2019 - Proceedings of the 17th International Conference...

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International Workshop on Content-Based multimedia Indexing, CBMI

The following topics are dealt with: learning (artificial intelligence); video signal processing; image classification; convolutional neural nets; image segmentation; feature extraction; neural nets; video retrieval; ...

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The vive controllers vs. leap motion for interactions in virtual environments: A comparative evaluation 11th

The vive controllers vs. leap motion for interactions in vir...

引用

11th International KES conference on Intelligent Interactive multimedia: Systems and Services, KES-IIMSS 2018

作者： Caggianese, Giuseppe Gallo, Luigi Neroni, Pietro Institute for High Performance Computing and Networking National Research Council of Italy Naples Italy

ISBN: (纸本)9783319922300

In recent years, virtual reality technologies have been improving in terms of resolution, convenience and portability, fostering their adoption in real life applications. The Vive Controllers and Leap Motion are two of the most commonly used low-cost input devices for interactions in virtual environments. This paper discusses their differences in terms of interaction design, and presents the results of a user study focusing on manipulation tasks, namely Walking box and blocks, Block tower and Numbered cubes tasks, taking into account both quantitative and qualitative observations. The experimental findings show a general preference for the Vive Controllers, but also highlight that further work is needed to simplify complex tasks. © Springer International Publishing AG, part of Springer Nature 2019.

关键词： Human computer interaction

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Acoustic surveillance system for children's emotion detection 42

Acoustic surveillance system for children's emotion detectio...

引用

42nd International conference on Telecommunications and Signal Processing (TSP)

作者： Lieskovska, Eva Jakubec, Maros Jarina, Roman Univ Zilina Dept Multimedia & Informat Commun Technol Fac Elect Engn Univ 8215-1 Zilina 01026 Slovakia

ISBN: (纸本)9781728118642

This article presents a design of the system for acoustic event detection. The proposed pilot application is focused on child's emotion/behaviour related sounds such as cry and laugh detection. Monitoring behaviour and safety of small children is particularly crucial in in-car environment and in households. The proposed application is based on Gaussian Mixture Model - Universal Background Model approach. The system is optimized by balancing false acceptance and false rejection rate. The classification accuracy of 71.6% was achieved although the system was trained only on small amount of data. The proposed approach has low computing and memory requirements thus is also suitable for implementation in embedded systems.

关键词： Gaussian Mixture Model child's sounds detection surveillance system Universal Background Model

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A study for application in vehicle networking and driverless driving 3

A study for application in vehicle networking and driverless...

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3rd International conference on Computer Science and Artificial Intelligence, CSAI 2019 and its Workshop - The 11th International conference on Information and multimedia Technology, ICIMT 2019

作者： Lu, Zhongmei Huang, Yu-Che Bangjun, Cui GuiZhou Vocational Technology College of Electronics and Information Kaili China Department of Industrial Design Chaoyang University of Technology Taichung City Taiwan

ISBN: (纸本)9781450376273

From the future social trends, economic trends and technological trends, it can be clearly found that the advent of the Internet of Things and the development of communication technologies have jointly subverted the definition of action. In the past, traffic accidents caused by fatigue driving and unsafe driving behavior will begin to decline due to advances in technology. Therefore, the impact on the future automobile industry is particularly significant, forcing the auto industry to carry out reforms again and again. In the near future, people's transportation will move toward fully-automobile driving, and will soon become the normal state of human life in the future. The development of 5G will also make human life more successful in the transformation. In view of this, the research will use the case study method to conduct an inductive analysis of the technology required for driverless driving and 5G technology. Through analysis, it will provide a reference for the future unmanned system service planning. It is expected that the fully-automated driving vehicles will be shared in the future. Excellent quality of interconnection and green environmental protection. © 2019 Association for computing Machinery.

关键词： Automotive industry

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Adaptive multimedia Streaming between Heterogeneous Users using D2D and Dynamic Wi-Fi Configuration

Adaptive Multimedia Streaming between Heterogeneous Users us...

引用

International conference on computing, networking and Communications (ICNC)

作者： Tipugade, Sneha Singhal, Chetna Indian Inst Technol Dept Elect & Elect Commun Engn Kharagpur W Bengal India

ISBN: (纸本)9781538636527

The rapid growth of technology has lead to an exponential increase in the number of high-end smart phone users. This accounts for an explosion in mobile data traffic, especially, video traffic. To deal with this, device to device (D2D) communication is an effective approach to ensure an improved quality of service (QoS). In this context, this paper proposes a framework for adaptive multimedia streaming between heterogeneous users using D2D (Wi-Fi Direct) and dynamic Wi-Fi configuration. Experimental study has been conducted to analyze the QoS performance of adaptive multimedia streaming between heterogeneous users over Wi-Fi Direct and dynamic Wi-Fi configuration. Dynamic network configuration and quality selection algorithms have been proposed based on experimental data. Experimental study shows the impact of different quality levels onto end-to-end delay and packet re-transmission rate. The results validate the efficacy of the proposed scheme in terms of a considerable decrease in end-to-end transmission delay and packet re-transmission rate.

关键词： Device-to-device communication Wi-Fi Direct adaptive multimedia streaming QoS Dynamic Wi-Fi Configuration

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Live multimedia streaming multicast in local area social networking environment of MANETs using SLIM+ Protocol

Live multimedia streaming multicast in local area social net...

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2019 International conference on Advances in the Emerging computing Technologies, AECT 2019

作者： Hussaini, Nazish Nawaz Shah, Syed Muhammad Raheem Shaikh, M. Arshad Faizullah, Safiullah University of Sindh Institute of Mathematics Computer Science Jamshoro Pakistan FAST NUCES Karachi Pakistan Isra University Hyderabad Pakistan Islamic University of Madina Saudi Arabia

ISBN: (纸本)9781728144528

Evolution of multicast routing protocols for MANET are becoming the center of attraction for scholars of these days. This is due to varying applications areas, which in turn requires appropriate routing schemes for them. In the environment of mobile ad hoc networks, multicast communication efficiently saves the network resources. Adapting MANET as local area social networks allows new nodes to keep arriving and existing nodes departing the network as and when they like. Multicast routing protocols need to be readdressed to introduce the openness of the node set in such environments. The research paper focuses on evaluating the performance of routing scheme used by SLIM+in multicast of live video or audio streaming to the freely interested devices or nodes, coming in the antenna rage. Performance metric used is Packet Delivery Ratio and End-to-End-Delay;by comparing it with its competitive and most commonly used tree based and mesh based multicast routing protocols. It then observed that SLIM+ remained successful in utmost delivery of data packets to the destinations thus took a little bit increased but insignificant time to advertise for live streaming. Whereas its counterpart MAODV failed in successful delivery of the data packets to the desired destinations and become free in less time. Whereas SLIM+ with its tree based structure competed with mesh based structured PUMA. © 2020 IEEE.

关键词： Mobile ad hoc networks

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Cross-layer Multiuser Session Control for Improved SDN Cloud Communications

Cross-layer Multiuser Session Control for Improved SDN Cloud...

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International conference on computing, networking and Communications (ICNC)

作者： Silva, Helber Barbalho, Felipe Neto, Augusto Fed Univ Rio Grande Norte UFRN Brazil Natal RN Brazil Fed Inst Rio Grande Norte IFRN Mossoro Brazil IT Aveiro Portugal

ISBN: (纸本)9781538636527

The integration of Cloud computing and Internet of Things (IoT) is foreseen as an enabler to suit a plethora of novel latency critical applications (e.g, e-health, intelligent transportation, safety, energy, smart cities, and many others). These applications require multimedia (mainly video) flows to be handled by the underlying network in an efficient and scalable way, as they expect to consume a massive data produced by billions of things. In view of this, we propose a dynamic multiuser session control plane which leverages 5G's support of Software-Defined networking (SDN) substrate to advance beyond todays limited, per-flow IP-based communication systems. We handle such limitations by proposing CLASSICO, a Cross-LAyer Sdn SessIon COntrol architecture that exploits SDN to offload the flow streaming computation operations from the IoT cloud platform to the network edge, affording high timeliness and scalability for the IoT-cloudified system. CLASSICO dynamically builds Application Layer multiuser data sessions and maps them into enhanced group-enabled data paths featuring SDN replication at branching nodes. We applied our solution to multimedia-alike use case, and results show that CLASSICO outperforms typical SDN-enabled IoT systems in terms to Quality of Service (QoS) and Quality of Experience (QoE) video metrics.

关键词： Cloud computing Internet of Things Software Defined networking Cross-layer control plane

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