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检索条件"任意字段=2nd International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering"

共 1401 条记录，以下是521-530 订阅

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Analysis of Scheduling Algorithms in Hadoop 1

引用

2nd international conference on Soft computing Systems (ICSCS)

作者： Murali, Juliet A. Brindha, T. Noorul Islam Univ Thuckalay Tamil Nadu India

ISBN: (数字)9789811319365

ISBN: (纸本)9789811319365;9789811319358

distributed system consists of networked computers that provide a coherent system view to its users. distributed computing is the use of distributed system to solve complex computational problems. cloud is a distributed environment, having large capacity data centers. It needs parallel processing and task scheduling. MapReduce is programming model for processing this big data. Hadoop is a Java based implementation of MapReduce framework. The task scheduling in MapReduce framework is an optimization problem. This paper describes about some advantages and disadvantages used in different Hadoop MapReduce scheduling algorithms. It also gives the important of performance metrics considered in different scheduling algorithms. This shows that each scheduling algorithms have different performance objectives.

关键词： cloud computing distributed computing Hadoop Map reduce Scheduling

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Detecting DDoS Attack in cloud computing Using Local Outlier Factors 2

Detecting DDoS Attack in Cloud Computing Using Local Outlier...

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2nd international conference on Trends in Electronics and Informatics, ICOEI 2018

作者： Madhupriya, G. Mercy Shalinie, S. Raja Rajeshwari, A. Thiagarajar College of Engineering CSE Department Madurai Tamil Nadu India

ISBN: (纸本)9781538635704

Now a days, cloud computing has brought a unbelievable change in companies, organizations, firm and institutions etc. IT industries is advantage with low investment in infrastructure and maintenance with the growth of cloud computing. The Virtualization technique is examine as the big thing in cloud computing. Even though, cloud computing has more benefits;the disadvantage of the cloud computing environment is ensuring security. Security means, the cloud Service Provider to ensure the basic integrity, availability, privacy, confidentiality, authentication and authorization in data storage, virtual machine security etc. In this paper, we presented a Local outlier factors mechanism, which may be helpful for the detection of distributed Denial of Service attack in a cloud computing environment. As DDoS attack becomes strong with the passing of time, and then the attack may be reduced, if it is detected at first. So we fully focused on detecting DDoS attack to secure the cloud environment. In addition, our scheme is able to identify their possible sources, giving important clues for cloud computing administrators to spot the outliers. By using WEKA (Waikato Environment for Knowledge Analysis) we have analyzed our scheme with other clustering algorithm on the basis of higher detection rates and lower false alarm rate. DR-LOF would serve as a better DDoS detection tool, which helps to improve security framework in cloud computing. © 2018 IEEE.

关键词： Authentication

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A Model for Micro-grid Short-term Load Forecasting Based on SR-LS-SVR

A Model for Micro-grid Short-term Load Forecasting Based on ...

引用

2019 2nd international conference on Electrical and Electronic engineering（EEE 2019）

作者： Yu-xian ZHANG Yu-bao GAO School of Electrical Engineering University of Technology Shenyang

Considering the impact of distributed power on the net load, the short-term load forecasting model established by SR-LS-SVR from the global perspective of the distribution network. The model parameters are quickly optimized by fine-grained parallel PSO. The accuracy, robustness and efficiency of the model are verified by the Ausgrid smart grid measurement data.

关键词： Micro-grid Net load Short-term load forecasting SVR

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P-cloud - A cost efficient definitive cloud with user satisfaction using non-cloud resources

P-Cloud - A cost efficient definitive cloud with user satisf...

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international conference on Innovation in engineering and Technology (ICIET)

作者： Shahadat Hossain Sohag Selina Sharmin Tanveer Ahmad Jagannath University

ISBN: (数字)9781728163093

ISBN: (纸本)9781728163109

Today is the age of cloud computing Technology in IT Industries. cloud computing which is built on the Internet has the most robust architecture of computation. In this work, we have proposed a cloud infrastructure. P-cloud (Personal cloud) for leasing computing resources appending non-cloud resources such as laptops, PCs, clusters and enterprise servers. Generally, infrastructure resource providers are responsible for providing infrastructure resources, however, the proposed P-cloud deals with personal resources. P-cloud permits a huge number of excess computing resources, on the scale of hundreds of millions, to be leased out to cloud users. By sharing of such resources allows resource owners to earn from idle resources, and cloud users to have a cost-efficient auxiliary to vast cloud service providers. In this work, we mainly focus to develop strategies to make relations between the users and resource owners where the two have opposite goals as well as how to fulfill their requirements mainly user satisfaction and system profit. The proposed system makes a platform between the user group and the resource owner group. Finally, the proposed system is implemented in cloudSim Plus.

关键词： cloud computing Internet distributed processing Customer satisfaction Computer applications Task analysis Peer-to-peer computing

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Nomadic Applications Traveling in the Fog 2nd

Nomadic Applications Traveling in the Fog

引用

2nd EAI international conference on ICT Infrastructures and Services for Smart Cities (IISSC) / 2nd international conference on cloud, Networking for IoT systems (CN4IoT)

作者： Hochreiner, Christoph Voegler, Michael Schleicher, Johannes M. Inzinger, Christian Schulte, Stefan Dustdar, Schahram TU Wien Distributed Syst Grp Vienna Austria Univ Zurich SEAL Zurich Switzerland

ISBN: (纸本)9783319676364;9783319676357

The emergence of the Internet of Things introduces new challenges like network congestion or data privacy. However, it also provides opportunities, such as computational resources close to data sources, which can be pooled to realize Fogs to run software applications on the edge of the network. To foster this new type of resources, we revisit the concept of mobile agents and evolve them to so-called nomadic applications, which allow addressing vital challenges for the Internet of Things. In this paper, we propose a system design to realize nomadic applications and discuss several challenges that need to be addressed in order to apply them to real-world scenarios.

关键词： Fog computing cloud computing Internet of Things Mobile agents

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2nd international conference on Intelligent, Secure and Dependable Systems in distributed and cloud Environments, ISDDC 2018

2nd International Conference on Intelligent, Secure and Depe...

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2nd international conference on Intelligent, Secure and Dependable Systems in distributed and cloud Environments, ISDDC 2018

ISBN: (纸本)9783030037116

The proceedings contain 10 papers. The special focus in this conference is on Intelligent, Secure and Dependable Systems in distributed and cloud Environments. The topics include: Analysing data security requirements of android mobile banking application;adaptive mobile keystroke dynamic authentication using ensemble classification methods;automating incident classification using sentiment analysis and machine learning;security analysis of an identity-based data aggregation protocol for the smart grid;a more efficient secure fully verifiable delegation scheme for simultaneous group exponentiations;an efficient framework for improved task offloading in edge computing;secure and efficient enhanced sharing of data over cloud using attribute based encryption with hash functions.

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Prognostics and health management system for hydropower plant based on fog computing and docker container 2

Prognostics and health management system for hydropower plan...

引用

2nd international conference on Energy engineering and Environmental Protection (EEEP)

作者： Xiao, Jian Zhang, Mingqiang Tian, Haiping Huang, Bo Fu, Wenlong State Grid Corp Hunan Elect Res Inst Changsha Hunan Peoples R China Hunan Engn Co State Grid Corp Hengyang Hunan Peoples R China China Three Gorges Univ Coll Elect Engn & New Energy Yichang Peoples R China

In this paper, a novel prognostics and health management system architecture for hydropower plant equipment was proposed based on fog computing and Docker container. We employed the fog node to improve the real-time processing ability of improving the cloud architecture-based prognostics and health management system and overcome the problems of long delay time, network congestion and so on. Then Storm-based stream processing of fog node was present and could calculate the health index in the edge of network. Moreover, the distributed micros-service and Docker container architecture of hydropower plants equipment prognostics and health management was also proposed. Using the micro service architecture proposed in this paper, the hydropower unit can achieve the goal of the business intercommunication and seamless integration of different equipment and different manufacturers. Finally a real application case is given in this paper.

关键词： Containers

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The Construction Concept of cloud computing Based Virtual Range

The Construction Concept of Cloud Computing Based Virtual Ra...

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2019 2nd international conference on Mechanical engineering,Industrial Materials and Industrial Electronics(MEIMIE 2019)

作者： Wang Jing Zhihua Dong Bing Yi Chunyu Zhao Xinyue Li Xiangzheng Meng Xiuyuan Tang Test and Training Research Centre JinzhouLiaoningChina

The virtual range can realize the interfacing, integration, and interoperability of test resources in different ranges, which can avoid excessive investment and repeated construction. This paper proposed a new construction concept of virtual range based on cloud computing. The proposed architecture, which combines the advantages of high performance and high scalability, can overcome the weakness of traditional distributed virtual range. The key technologies of the new architecture are also analyzed in this paper.

关键词： Virtual range cloud computing modeling and simulation architecture

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Fog Paradigm for Local Energy Management Systems 2nd

Fog Paradigm for Local Energy Management Systems

引用

2nd EAI international conference on ICT Infrastructures and Services for Smart Cities (IISSC) / 2nd international conference on cloud, Networking for IoT systems (CN4IoT)

作者： Javed, Amir Rana, Omer Marmaras, Charalampos Cipcigan, Liana Cardiff Univ Sch Comp Sci & Informat Cardiff Wales Cardiff Univ Sch Engn Cardiff Wales

ISBN: (纸本)9783319676364;9783319676357

cloud computing infrastructures have been extensively deployed to support energy computation within built environments. This has ranged from predicting potential energy demand for a building (or a group of buildings), undertaking heat profile/energy distribution simulations, to understanding the impact of climate and weather on building operation. cloud computing usage in these scenarios have benefited from resource elasticity, where the number and types of resources can change based on the complexity of the simulation being considered. While there are numerous advantages of using a cloud based energy management system, there are also significant limitations. For instance, many such systems assume that the data has been pre-staged at a cloud platform prior to simulation, and do not take account of data transfer times from the building to the simulation platform. The need for supporting computation at edge resources, which can be hosted within the building itself or shared within a building complex, has become important over recent year. Additionally, network connectivity between the sensing infrastructure within a built environment and a data centre where analysis is to be carried out can be intermittent or may fail. There is therefore also a need to better understand how computation/analysis can be carried out closer to the data capture site to complement analysis that would be undertaken at the data centre. We describe how the Fog computing paradigm can be used to support some of these requirements, extending the capability of a data centre to support energy simulation within built environments.

关键词： distributed clouds Fog computing Energy management Built environments

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An Extension to iFogSim to Enable the Design of Data Placement Strategies 2

An Extension to iFogSim to Enable the Design of Data Placeme...

引用

2nd IEEE international conference on Fog and Edge computing, ICFEC 2018

作者： Naas, Mohammed Islam Boukhobza, Jalil Raipin Parvedy, Philippe Lemarchand, Laurent Orange Rennes France Univ. Bretagne Occidentale UMR 6285 Lab-STICC BrestF-29200 France

ISBN: (纸本)9781538664889

Fog computing consists in extending cloud services down to the network edge by using resources such as base stations, routers and switches. It presents a dense, heterogeneous and geo-distributed infrastructure which pushes to investigate how data are placed within this infrastructure in order to minimize service latency, network utilization and energy consumption. iFogSim is a Fog and IoT environments simulator dedicated to manage IoT services in a Fog infrastructure. In this paper, we present an extension to iFogSim to be able to model and simulate scenarios with strategies aiming to optimize data placement in Fog and IoT contexts. Data placement problem is NP-Hard due to the large number of Fog nodes and the high amount of data to be placed. Thus, we added a support to divide and conquer strategies to subdivide the issued infrastructure into several parts hence reducing the data placement computing time. Moreover, the extension involves a generic smart city scenario with different workloads making it possible for the users to investigate the behavior of their strategies using various workloads. In order to optimize the execution time of the simulations, we parallelized the Floyd-Warshall algorithm. This algorithm is used in iFogSim to compute all shortest paths between nodes in order to simulate data transmission. We have evaluated this extension using the proposed smart city scenario with various infrastructure configurations. The experiments show that our extension has a small overhead in terms of simulation time and memory utilization. © 2018 IEEE.

关键词： Fog computing

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