It has been accepted for inclusion in UNF Theses and Dissertations by an authorized administrator of UNF Digital Commons. For cloud systems a set of stochastic models taking account of system context actualization is proposed. Performance Evaluation of Load Balancing Algorithms on Cloud Data Centers Soumya Ranjan Jena, Sudarshan Padhy, Balendra Kumar Garg Abstract— Cloud computing is the state-of-the-art of research and challenge and one of the recent research emerging trends in the field of computer science and engineering. Cloud application performance management (cloud APM) is the process of monitoring resources that support software application performance in public cloud, private cloud and hybrid cloud environments, and ultimately taking actions to resolve issues and maintain optimal performance.. Keywords–Cloud Computing; Performance evaluation; Method-ology. Cloud computing environment is adopted by a large number of organizations, so the rapid transition toward the cloud has fueled concerns on security perspective. Performance Evaluation of Data Intensive Computing In The Cloud Bhagavathi Kaza University of North Florida This Master's Thesis is brought to you for free and open access by the Student Scholarship at UNF Digital Commons. Cloud computing has emerged as a utility in which a wide range of services from software to platform and infrastructure are offered. NIST SP 500-322 Evaluation of Cloud Computing Services Based on NIST 800-145. It is a utility based computing, which has the capability to deliver services over the internet. By the widespread usage of cloud services, diverse orchestration concerns are rising. More than half (60 percent) of enterprises use ROI as a process metric to help prioritize their portfolio of cloud initiatives. The lack of a common framework for assessing Cloud Service Providers (CSPs) combined with the fact that no two CSPs are the same can complicate the process of selecting one that’s right for your organization. Selecting a cloud computing provider is becoming increasingly complex. Keywords: Performance evaluation; Cloud computing; Profit optimization; Queuing model. Instead, outsourcing the … Performance Evaluation of VoIP Systems in Cloud Computing 1399 Journal of Engineering Science and Technology June 2019, Vol. performance computing in the last few years (HB15b), we propose to revisit the basic principles that underpin the performance evaluation of cloud computing artifacts. This work proposes a performance evaluation strategy composed of a performance model and a methodology for evaluating … I. The evaluation addressed in this work is focused on criticality and performance on the cloud platform virtualized resources. Because personal computers and their software are becoming more complex, the installation, removal, and updates of such computer systems demand significant time. Periodical Home; Latest Issue; Archive; Authors; Affiliations; Home Browse by Title Periodicals International Journal of Cloud Applications and Computing Vol. International Journal of Cloud Applications and Computing. C Equilibrium in cloud computing market. In Section 2 we give a general introduction to the use of cloud computing services for scientific computing, and select four exemplary clouds for use in our investigation. research-article . CLOUD COMPUTING PERFORMANCE EVALUATION: ISSUES AND CHALLENGES Performance Evaluation of three Data Access Control Schemes for Cloud Computing Thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Technology. 7 Cloud Service Evaluation Criteria to Help You Choose the Right Cloud Service Provider. Todd Morneau March 21, 2019. Review your schema. ): SE 2020, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik, Bonn 2020 93. Cloud environments can support workloads generated by several numbers of users, that request the cloud environment to execute transactions and its performance should be evaluated and estimated in order to achieve clients satisfactions when cloud services are offered. Even at the time of the original report, this working definition was not intended as yet another definitive definition. Performance Evaluation of the Illinois Cloud Computing Testbed Ahmed Khurshid, Abdullah Al-Nayeem, and Indranil Gupta Department of Computer Science University of Illinois at Urbana-Champaign Abstract. Spatial Cloud Computing and Performance Evaluation of Cloud Storage Providers Martin Lnenicka, Jitka Komarkova, and Eva Milkova T INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTERS IN SIMULATION Issue 3, Volume 7, 2013 232. Home Browse by Title Periodicals Performance Evaluation Vol. Several representative applications based on the widely used MapReduce framework are mapped in the embedded processor and are evaluated in terms of performance and energy efficiency. ical performance results of our cloud performance evaluation. The remainder of the article is organized as follows. Now-a-days, large and famous enterprise has resorted to cloud computing and have transferred their processing and storage to it. The answer is obvious: the inevitable risks of cloud computing. Introduction Cloud computing provides worldwide access to almost infinite types of services and resources through the Internet, with pay-as-you-go pricing. This work is moreover an extension of the work [1] that Soumya Ranjan Jena and … Model evaluation metrics should be good, but not perfect. 3.1 Evaluation of performance in Cloud computing . The … If your model is not performing as well as you would like, here are some things to try. This paper presents a performance evaluation of the processors that are mainly used in high performance embedded systems in the domain of cloud computing. 3 Performance Evaluation of Hypervisors for Cloud Computing So performance evaluation and its enhancement in virtualized environment like public and private cloud are the challenging issues. Large clouds, predominant today, often have functions distributed over multiple locations from central servers. Performance Evaluation of Cloud Computing Centers with General Arrivals and Service Tulin Atmaca,Thomas Begin,Alexandre Brandwajn, and Hind Castel-Taleb Abstract—Cloud providers need to size their systems to determine the right amount of resources to allocate as a function of customer’s needs so as to meet their SLAs (Service Level Agreement), while at the same time minimizing their … Toward this end, this work makes three contributions, with each contribution structured around a … Performance of cloud environment is dependent on CPU & memory utilization, Network and I/O disk operations. Introduction Cloud computing is an evolving paradigm to access assortment of data pool via internet using connective devices such as Personal Digital Assistant (PDA), workstation and mobile1,2. 1 Introduction . 92, No. Toward this end, this work makes three contributions, with each contribution structured around a main question of experimental methodology: 2 RQ1What methodological principles are needed for sound experimental evaluation of cloud perfor-mance? Equilibrium in cloud computing market. High performance depends on the compatible and powerful resources of cloud computing. Performance Evaluation of Low Latency Communication Alternatives in A Containerized Cloud Environment Blessed Sam1, ... One of the main drivers for cloud computing is cost and reliability. The National Institute of Standards and Technology (NIST), consistent with its mission. Performance Evaluation of Embedded Processor in MapReduce Cloud Computing Applications ... Keywords: cloud computing, green computing, embedded processors, data centers 1 Introduction Over the last few years, the exponential increase of the Internet traffic, mainly driven from emerging applications like streaming video, social networking and cloud computing has created the need for … The term is generally used to describe data centers available to many users over the Internet. Evaluating cloud computing services: Criteria to consider. Share this item with your network: By. performance-evaluation-in-cloud-computing-published.html cba doi:10.18420/SE2020_27 Michael Felderer (Hrsg. Cloud computing used in the Cloud Risk Assessment in 2009 was kept unchanged. So why isn't cloud computing the choice for all companies? Poor performance. the performance evaluation of cloud computing artifacts. In general, cloud providers fall into three categories [3]: • Infrastructure as a Service (IaaS): offering web-based access to storage and computing power. When considering possible cloud computing providers, be sure to factor in differing criteria like performance levels, cost and reliability. Encryption algorithms play the main role in solving such kind of problems in the cloud computing environment. Cloud computing is an on-demand service model for IT provision, often based on virtualization and distributed computing technologies. ROI calculations are important in evaluating cloud initiatives in other ways. 1 . A Strategy for Performance Evaluation and Modeling of Cloud Computing Services Uma Estrategia para Avaliac¸´ ao de Desempenho e Modelagem de Servic¸os de˜ Computac¸ao em Nuvem˜ Rajeev R. Yadav1*,Gleidson A. S. Campos 1, Erica T. G. Sousa1, Fernando A. INTRODUCTION The cloud computing infrastructure meets several workload requirements simultaneously, which of these are originated from Virtual Machine (VM). This is challenging due to (1) novel and multi-layered computing paradigm, e.g., Cloud, Fog and Edge, (2) IoT applications with different requirements, e.g., latency or privacy, and (3) not having a benchmark and standard for the evaluation metrics. These models are based on queueing theory and extend its applications by studying the multichannel systems with warm-up and hyperexponential phase-type approximation of non-Markovian processes. This popular use of ROI is closely followed by 59 percent of organizations employing ROI as a results metric, measuring the impact of a cloud initiative after it has been implemented. 1, has a technology leadership role in support of the United States government efforts for the secure and effective adoption of the Cloud Computing model to reduce costs and improve services. The results shows that high performance … Cloud computing is the on-demand availability of computer system resources, especially data storage (cloud storage) and computing power, without direct active management by the user. Geva Perry; Published: 15 Nov 2010. High performance must be satisfactory and adequate for each service because it is one of the benefit in cloud computing. Espoo, Thesis Instructor: Docent & Visiting Professor Zheng Yan (D.Sc Tech) Thesis Supervisor: Professor Raimo Kantola (D.Sc Tech) i AALTO UNIVERSITY Abstract of the SCHOOL OF ELECTRICAL ENGINEERING … 1. Poor model performance and perfect model performance are both indications that something went wrong with the training process. The cloud makes it much easier for them to access needed information and resources. 14(3) 1. A. Lins1 Abstract: On-demand services and reduced costs made cloud computing a popular mechanism to provide scalable resources … Performance Evaluation of Virtualization with Cloud Computing Christophe PELLETINGEAS 07013760 Submitted in partial fulfilment of the requirements of Edinburgh Napier University for the Degree of MSc Advanced Networking School of Computing December 2010 . CLOUD COMPUTING PERFORMANCE EVALUATION Cloud computing resources must be compatible, high performance and powerful. Not all clouds are created equal. Transition diagrams and matrices for the microstates of a sample cloud system are … Cloud capabilities have been able to move IT industry one step forward. Cloud computing has the potential to bring sophisticated computing facility at the door-steps of users. 2, No. Performance … cloud computing performance evaluation of VoIP systems in cloud computing ; Profit optimization ; Queuing model kind problems! 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