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检索条件"任意字段=International Symposium Distributed Computing and Applications Business Engineering and Science"

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Packet Classification Using Community Detection

Packet Classification Using Community Detection

引用

IEEE international symposium on Parallel and distributed Processing with applications and IEEE international Conference on Ubiquitous computing and Communications (ISPA/IUCC)

作者： Guo Li Dafang Zhang Yanbiao Li College of Computer Science and Electronic Engineering Hunan University Changsha China

ISBN: (纸本)9781538637913

Packet classification is a key technique for filtering network packets in a router, and the rules determine which action is taken for each packet. However, packet classification suffers from a degradation of performance when man-made rules contain some overlap, useless, or redundancy rules. When we implement a packet classification system in a real network, we find that the rules have the characteristics of a social community. On the basis of community detection, some rules can be clustered by similarity and share a common action. Therefore, the rules that affect performance can be optimized, which will be beneficial for matching time, memory usage and rule updating. In this paper, we present a ComCuts (community detection cuttings) algorithm for packet classification based on a counting bloom filter, and a rule similarity algorithm for clustering. Experimental results show that our algorithm reduces matching time by 8% and decreases memory usage by 50% compared to a HiCuts algorithm. Furthermore, our clustering scheme uses elasticity scope to adopt to a frequently updated system, especially in a SDN network.

关键词： IP networks Clustering algorithms Social network services Heuristic algorithms Partitioning algorithms Mathematical model Euclidean distance

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An Algorithm Q-PSO for Community Detection in Complex Networks

An Algorithm Q-PSO for Community Detection in Complex Networ...

引用

2017 16th international symposium on distributed computing and applications to business,engineering and science（DCABES 2017）

作者： Xiaohong Cai Yuan Shi Youze Zhu Yulu Qiao Fang Hu College of Information Engineering Hubei University of Chinese Medicine

In this paper,based on the particle swarm optimization(PSO) algorithm,introducing the idea of modularity function optimization,a new algorithm Q-PSO for detecting community is *** algorithm can identify the community structure accurately and *** order to verify the performance of this algorithm,which is tested on several representative real-world networks and a set of computer-generated networks based on *** experimental results demonstrated that this algorithm can identify the communities accurately,and compared with CNM,Walktrap and infomap algorithms,the presented algorithm can acquire higher values of modularity and NMI in most networks.

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A Routing Scheme for Software-Defined Satellite Network

A Routing Scheme for Software-Defined Satellite Network

引用

IEEE international symposium on Parallel and distributed Processing with applications and IEEE international Conference on Ubiquitous computing and Communications (ISPA/IUCC)

作者： Linlin Zhang Xingwei Wang Min Huang Shuang Xu College of Computer Science and Engineering Software College NorthEastern University Shenyang China

ISBN: (纸本)9781538637913

Space Information Network can not only provide wireless services for global users, but also be regarded as means of information communication in space scientific exploration. To adapt the increasing demand of multimedia services, this paper introduces Software Defined Networking (SDN) into Space Information Network to simplify the payload of satellite, improve routing computation efficiency and reduce the network routing cost, etc. We build the network model based on the constellation design. Moreover, we adopt the virtual topology method to generate the topology snapshots to overcome the dynamic change of topology in Space Information Network. And snapshots merging algorithm is designed to reduce the number of snapshots, which reduces the number of calculations for routing tables and network consumption. At last, we improve two algorithms: Amoeba Algorithm and Ripple-Spreading Algorithm and then we design amoeboid-ripple routing strategy consisting of these two algorithms. Simulation results showed that the proposed routing mechanism has lower packet loss rate and traffic failure rate, especially has fewer routing hops than the benchmark mechanism when network load is heavy.

关键词： Satellites Switches Low earth orbit satellites Routing Network topology Orbits Topology

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Research on forecasting method of Balance Treasure Fund flow

Research on forecasting method of Balance Treasure Fund flow

引用

2017 16th international symposium on distributed computing and applications to business,engineering and science（DCABES 2017）

作者： Zhao Chen International School of Software Wuhan University

Capital inflow and outflow is very important for the survival of financial *** paper analyzes the data flowing out and out of some users of the *** use of more than 28,000 users of the balance in 14 months according to operating records,the user will be separated from large users,the remaining users by operating frequency is divided into inactive users,more active users,active users,ultra-active *** ARIMA model is used to model the five classes ***,the prediction results of the classification are *** are significant differences in the inflow and outflow patterns of these five categories of *** results of classification prediction are better than the overall forecast in the prediction of capital inflow.

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Modeling Human Behavior Using Feature Extraction and Class Prediction 19

Modeling Human Behavior Using Feature Extraction and Class P...

引用

19th IEEE international Conference on Computational science and engineering, 14th IEEE international Conference on Embedded and Ubiquitous computing and 15th international symposium on distributed computing and applications to business, engineering and science, CSE-EUC-DCABES 2016

作者： ElMoudden, Ismail Benyacoub, Badreddine ElBernoussi, Souad Ouzir, Mounir Department of Mathematics Faculty of Sciences Mohammed v University in Rabat Laboratory of Mathematics Computer Science and Applications Rabat Morocco Department of Biology Faculty of Sciences Mohammed v University in Rabat Laboratory of Biochemistry and Immunology Rabat Morocco

ISBN: (纸本)9781509035939

Human activity recognition (HAR) is an interesting research area in machine learning. The purpose of human activity recognition study is to automatically detect human activities from the information acquired from different sensors, and to analyze this information using statistical techniques. Big data still a challenging problem in human activity prediction. Several approaches have recently been developed to find practical ways to solve high dimensionality of data problems. The mean objective of this work is to deal with HAR big data modeling in order to maximize the classification accuracy while minimizing the number of factors. The proposed framework has been tested on a publicly HAR available dataset and the results have been interpreted and discussed. © 2016 IEEE.

关键词： Feature extraction

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Review of Social Networking applications for Infectious Disease Management Systems in Saudi Arabia:Current Status & Future Prospects

Review of Social Networking Applications for Infectious Dise...

引用

2017 16th international symposium on distributed computing and applications to business,engineering and science（DCABES 2017）

作者： Fahad Alanezi Miznah Alshammary dept.computer science Bedfordshire University dept.computer science King's College London U.K.

Internet Technologies are widely used in healthcare services and information *** applications have been proved to be highly beneficial in delivering healthcare services,information and disease *** Networking is one of the best internet technologies that is being used in various business and management areas,and it has been revolutionary in enhancing the various operations through effective interactions between the various *** paper focuses on reviewing the social networking,its architecture,and the prospects of using it for Infectious Disease Management(IDM) in Saudi ***:Review of Various literature sources and Social Networking applications for Healthcare/IDM ***:The Study has found that Social Networking can be an effective approach for integrating it with the healthcare/IDM Systems as it would enable effective user interactions,which could enhance behavioral aspects in delivering/receiving healthcare ***,there has been no study identified that has used social networking for IDM in Saudi *** paper suggests the wide scope for future research in integrating the social networking concept across various healthcare systems in Saudi Arabia.

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An Android Systrace Extension for Tracing Wakelocks 19

An Android Systrace Extension for Tracing Wakelocks

引用

作者： Binh, Bui Duc Keiji, Kimura Department of Computer Science and Engineering Waseda University Tokyo Japan

ISBN: (纸本)9781509035939

Most of Android users have experienced issues with the battery life. One cause of battery drainage is the usage of the Wakelocks, which keep the CPU in working mode to enable applications to perform work in the background, such as communicating with their servers or collecting GPS information. Without acquiring the Wakelocks, the application might degrade its user experience. For instance, an SNS application might receive messages from other users with delay. However, the improper usage of Wakelocks could result in poor battery life. Being aware of the behavior and the usage of Wakelocks in particular applications in real-time can help Android developers to solve the problem of improper Wakelock usage. This paper introduces a tool for fine-grain tracing of both application and kernel Wakelocks by extending the Android Systrace. This tool enables developers to have a more detailed view of their application Wakelocks as well as the system Wakelocks so that they can achieve better power optimization. © 2016 IEEE.

关键词： Electric power utilization

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Efficient algorithms for assortative edge switch in large labeled networks 25

Efficient algorithms for assortative edge switch in large la...

引用

25th High Performance computing symposium, HPC 2017, Part of the 2017 Spring Simulation Multi-Conference, SpringSim 2017

作者： Bhuiyan, Hasanuzzaman Khan, Maleq Marathe, Madhav Department of Computer Science Network Dynamics and Simulation Science Laboratory Biocomplexity Institute of Virginia Tech. BlacksburgVA United States Department of Electrical Engineering and Computer Science Texas A and M University - Kingsville KingsvilleTX United States

ISBN: (纸本)9781510838222

An assortative edge switch is an operation on a labeled network, where two edges are randomly selected and the end vertices are swapped with each other if the labels of the end vertices of the edges remain invariant. Assortative edge switch has important applications in studying the mixing pattern and dynamic behavior of social networks, modeling and analyzing dynamic networks, and generating random networks. In this paper, we present an efficient sequential algorithm and a distributed-memory parallel algorithm for assortative edge switch. To our knowledge, they are the first efficient algorithms for this problem. The dependencies among successive assortative edge switch operations, the requirement of maintaining the assortative coefficient invariant, keeping the network simple, and balancing the computation loads among the processors pose significant challenges in designing a parallel algorithm. Our parallel algorithm achieves a speedup of 68-772 with 1024 processors for a wide variety of networks. ©2017 Society for Modeling & Simulation international (SCS).

关键词： Parallel algorithms

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HOMP: Automated Distribution of Parallel Loops and Data in Highly Parallel Accelerator-Based Systems

HOMP: Automated Distribution of Parallel Loops and Data in H...

引用

international symposium on Parallel and distributed Processing (IPDPS)

作者： Yonghong Yan Jiawen Liu Kirk W. Cameron Mariam Umar Department of Computer Science and Engineering Oakland University Department of Computer Science Virginia Polytechnic Institute and State University

Heterogeneous computing systems, e.g., those with accelerators than the host CPUs, offer the accelerated performance for a variety of workloads. However, most parallel programming models require platform dependent, time-consuming hand-tuning efforts for collectively using all the resources in a system to achieve efficient results. In this work, we explore the use of OpenMP parallel language extensions to empower users with the ability to design applications that automatically and simultaneously leverage CPUs and accelerators to further optimize use of available resources. We believe such automation will be key to ensuring codes adapt to increases in the number and diversity of accelerator resources for future computing systems. The proposed system combines language extensions to OpenMP, load-balancing algorithms and heuristics, and a runtime system for loop distribution across heterogeneous processing elements. We demonstrate the effectiveness of our automated approach to program on systems with multiple CPUs, GPUs, and MICs.

关键词： Computational modeling Arrays Runtime Programming Performance evaluation Data models Standards

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Collaborative P2P Painting on a Shared Canvas 19

Collaborative P2P Painting on a Shared Canvas

引用

作者： Yamanaka, Keita Kamei, Sayaka Fujita, Satoshi Department of Information Engineering Institute of Engineering Hiroshima University Higashi-Hiroshima739-8527 Japan

ISBN: (纸本)9781509035939

In this paper, we propose a collaborative painting system based on the Peer-to-Peer (P2P) technology. The proposed system is built on top of the replica-based P2P file sharing system which uses a protocol called SMART as the underlying consistency maintenance mechanism. The shared space is divided into several canvases associate with files, where each user can insert a new canvas adjacent to the current canvas in any of north, east, west and south directions. Once a picture is drawn on the canvas, it is automatically translated into a shared object, and after being translated, any operation applied to the object is immediately reflected to all replicas through the SMART protocol. The result of experiments conducted using a prototype system indicates that it enables a smooth interaction of users through the painting on the shared canvas. © 2016 IEEE.

关键词： Peer to peer networks

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