International Conference on Cloud Computing and Services Science最新文献_第5页

Policy-based Deployment in a Hybrid and Multicloud Environment 混合和多云环境中的基于策略的部署

International Conference on Cloud Computing and Services Science Pub Date : 2019-05-02 DOI: 10.5220/0007726503880395

G. Modica, O. Tomarchio, Hao Wei, J. Salvachúa

引用次数: 2

Human-Computer Cloud: Application Platform and Dynamic Decision Support 人机云:应用平台与动态决策支持

International Conference on Cloud Computing and Services Science Pub Date : 2019-05-02 DOI: 10.5220/0007725201200131

A. Smirnov, N. Shilov, A. Ponomarev, Maksim Schekotov

引用次数: 1

Efficient Task Scheduling in Cloud Computing using an Improved Particle Swarm Optimization Algorithm 基于改进粒子群优化算法的云计算高效任务调度

International Conference on Cloud Computing and Services Science Pub Date : 2019-05-02 DOI: 10.5220/0007674400580067

Guang Peng, K. Wolter

引用次数: 3

A Deep Learning based approach to VM behavior identification in cloud systems 云系统中基于深度学习的虚拟机行为识别方法

International Conference on Cloud Computing and Services Science Pub Date : 2019-03-05 DOI: 10.5220/0007708403080315

Matteo Stefanini, R. Lancellotti, L. Baraldi, S. Calderara

{"title":"A Deep Learning based approach to VM behavior identification in cloud systems","authors":"Matteo Stefanini, R. Lancellotti, L. Baraldi, S. Calderara","doi":"10.5220/0007708403080315","DOIUrl":"https://doi.org/10.5220/0007708403080315","url":null,"abstract":"Cloud computing data centers are growing in size and complexity to the point where monitoring and management of the infrastructure become a challenge due to scalability issues. A possible approach to cope with the size of such data centers is to identify VMs exhibiting a similar behavior. Existing literature demonstrated that clustering together VMs that show a similar behavior may improve the scalability of both monitoring andmanagement of a data center. However, available techniques suffer from a trade-off between accuracy and time to achieve this result. Throughout this paper we propose a different approach where, instead of an unsupervised clustering, we rely on classifiers based on deep learning techniques to assigna newly deployed VMs to a cluster of already-known VMs. The two proposed classifiers, namely DeepConv and DeepFFT use a convolution neural network and (in the latter model) exploits Fast Fourier Transformation to classify the VMs. Our proposal is validated using a set of traces describing the behavior of VMs from a realcloud data center. The experiments compare our proposal with state-of-the-art solutions available in literature, demonstrating that our proposal achieve better performance. Furthermore, we show that our solution issignificantly faster than the alternatives as it can produce a perfect classification even with just a few samples of data, making our proposal viable also toclassify on-demand VMs that are characterized by a short life span.","PeriodicalId":446929,"journal":{"name":"International Conference on Cloud Computing and Services Science","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126923671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Continuous and Client-centric Trust Monitoring in Multi-cloud Storage 多云存储中持续和以客户端为中心的信任监控

International Conference on Cloud Computing and Services Science Pub Date : 2019-02-01 DOI: 10.5220/0007713201000110

D. Landuyt, L. Raaijmakers, A. Rafique, W. Joosen

引用次数: 0

A Cloud Platform for Real-time Interactive Applications 实时交互应用的云平台

International Conference on Cloud Computing and Services Science Pub Date : 2018-09-12 DOI: 10.5220/0003387003970403

A. Menychtas, D. Kyriazis, Spyridon V. Gogouvitis, K. Oberle, T. Voith, Georgina Gallizo, Soeren Berger, Eduardo Oliveros, M. Boniface

{"title":"A Cloud Platform for Real-time Interactive Applications","authors":"A. Menychtas, D. Kyriazis, Spyridon V. Gogouvitis, K. Oberle, T. Voith, Georgina Gallizo, Soeren Berger, Eduardo Oliveros, M. Boniface","doi":"10.5220/0003387003970403","DOIUrl":"https://doi.org/10.5220/0003387003970403","url":null,"abstract":"Cloud Computing is considered nowadays as the future of ICT systems leveraging new methodologies for developing, providing and consuming services. Even though many people believe that “Cloud” is just another buzzword for utility computing, this new computing paradigm is not only changing the design of modern computing platforms in technical level, but it also impels, from the market perspective, the creation of new value chains and business models. Beyond the great advantages of cloud technologies for scalability, elasticity and low operational cost, there are still many technical complexities and limitations on provisioning and management of applications with high QoS demands that disallow the wide adoption of cloud solutions. In this paper we present a novel cloud platform capable to support real-time interactive applications considering their full lifecycle including service engineering, SLA negotiation, provisioning and monitoring. This platform has been designed and implemented consolidating management and control of the infrastructure and services at all points in the value chain to support real-time interaction focusing on its business and commercial orientation.","PeriodicalId":446929,"journal":{"name":"International Conference on Cloud Computing and Services Science","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127972319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

An Analysis of Software Quality Attributes and Their Contribution to Trustworthiness 软件质量属性及其对可信度的贡献分析

International Conference on Cloud Computing and Services Science Pub Date : 2018-09-11 DOI: 10.5220/0004502705420552

N. Mohammadi, Sachar Paulus, M. Bishr, Andreas Metzger, Holger Könnecke, Sandro Hartenstein, K. Pohl

{"title":"An Analysis of Software Quality Attributes and Their Contribution to Trustworthiness","authors":"N. Mohammadi, Sachar Paulus, M. Bishr, Andreas Metzger, Holger Könnecke, Sandro Hartenstein, K. Pohl","doi":"10.5220/0004502705420552","DOIUrl":"https://doi.org/10.5220/0004502705420552","url":null,"abstract":"Whether a software, app, service or infrastructure is trustworthy represents a key success factor for its use and adoption by organizations and end-users. The notion of trustworthiness, though, is actually subject to individual interpretation, e.g. organizations require confidence about how their business critical data is handled whereas end-users may be more concerned about the usability. These concerns manifest as trustworthiness requirements towards modern apps and services. Understanding which Software Quality Attributes (SQA) foster trustworthiness thus becomes an increasingly important piece of knowledge for successful software development. To this end, this paper provides a first attempt to identify SQA, which contribute to trustworthiness. Based on a survey of the literature, we provide a structured overview on SQA and their contribution to trustworthiness. We also identify potential gaps with respect to attributes whose relationship to trustworthiness is understudied such as e.g. accessibility, level of service, etc. Further, we observe that most of the literature studies trustworthiness from a security perspective while there exist limited contributions in studying the social aspects of trustworthiness in computing. We expect this work to contribute to a better understanding of which attributes and characteristics of a software system should be considered to build trustworthy systems.","PeriodicalId":446929,"journal":{"name":"International Conference on Cloud Computing and Services Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130786810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 25

Task Scheduling in a Federated Cloud Infrastructure for Bioinformatics Applications 生物信息学应用的联邦云基础设施中的任务调度

International Conference on Cloud Computing and Services Science Pub Date : 2018-09-09 DOI: 10.5220/0003932801140120

C. L. Borges, Hugo Saldanha, E. Ribeiro, M. Holanda, Aleteia P. F. Araujo, M. E. Walter

引用次数: 4

An Approach for the Development of Portable Applications on PaaS Clouds 在PaaS云上开发可移植应用程序的一种方法

International Conference on Cloud Computing and Services Science Pub Date : 2018-09-07 DOI: 10.5220/0004511605910601

Filippo Giove, Davide Longoni, Majid Shokrolahi Yancheshmeh, D. Ardagna, E. D. Nitto

引用次数: 28

Security and Privacy Governance in Cloud Computing via SLAs and a Policy Orchestration Service 通过sla和策略编排服务实现云计算中的安全和隐私治理

International Conference on Cloud Computing and Services Science Pub Date : 2018-09-01 DOI: 10.5220/0003978406700674

M. C. Mont, K. McCorry, N. Papanikolaou, Siani Pearson

引用次数: 19