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 … The resources are dynamically chosen to satisfy a user Service Level Agreement and a required level of performance. based on evaluation of performance degradation factors in cloud computing. In: IEEE 3rd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA 2018), Chengdu, China, 20-22 Apr 2018, pp. performance model to analyze edge clouds using a city scale network including models for application, compute and latency. Encryption algorithms play the main role in solving such kind of problems in the cloud computing environment. A baseline distributed resource allocation approach for selecting an edge cloud for an AR application is also detailed in Section III. HPC2 defines the techniques for achieving computing operations that match the speed of supercomputing from a cloud computing architecture. This paper describes the result of performance evaluation of two kinds of MapReduce applications running in the FutureGrid: a data intensive application and a computation intensive application. 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 522-526. Traditional benchmarks are not sufficient to analyze and evaluate performance of the cloud. CPU, GPU or FPGA: Performance evaluation of cloud computing platforms for Machine Learning training . With increasing demand for data storage in the cloud, study of data-intensive applications is Cloud computing is an emerging technology where IT resources are provisioned to users in a set of a unified computing resources on a pay per use basis. This Special Issue is soliciting contributions presenting state-of-the art, original solutions or case studies in the field of performance evaluation of cloud and edge computing infrastructures and services. Cloud Computing makes the dream of computing real as a tool and in the form of service. Growing interest in this area yields many edge computing approaches that need to be evaluated and optimized. Performance vs Cost for the training of Logistic regression using MNIST (In the parenthesis you can see the accuracy each model achieved) As you can see in this figure, FPGAs on the cloud (f1.2xlarge on this case with InAccel ML suite) achieves the best combination in terms of performance-accuracy and cost. 4 PEAS: A Performance Evaluation Framework for Auto-Scaling Strategies in Cloud Applications research-article 14(3) 1. 8th ACM International Conf. Section IV presents the performance evaluation of the baseline approach. Performance Evaluation is an important aspect of Cloud Computing environment. Efficient Performance evaluation technique is used to evaluate the all Performance activities, because Cloud users on demand basis in pay-as-you-go model. However, measuring the performance of cloud based applications in real environments is a challenging task for research as well as business community. Performance Evaluation of Resource Management in Cloud Computing Environments Bruno Guazzelli Batista , 1, * Julio Cezar Estrella , 1 Carlos Henrique Gomes Ferreira , 1 Dionisio Machado Leite Filho , 1 Luis Hideo Vasconcelos Nakamura , 1 Stephan Reiff-Marganiec , 2 Marcos José Santana , 1 and Regina Helena Carlucci Santana 1 Performance Evaluation of Cloud Computing Centers with General Arrivals and Service Cloud computing is an emerging information technology which is rapidly growing. The performance of cloud depends on the task scheduling algorithms used in the scheduling components or brokering components. For this work, we construct a virtualized cluster system Due to popularity and progress of cloud in different organizations, cloud performance evaluation is of special importance and this evaluation can help users make right decisions. Performance Evaluation of Data Intensive Computing In the Cloud: 10.4018/ijcac.2014040103: Big data is a topic of active research in the cloud community. The 7 cloud service evaluation criteria outlined here will help you identify CSPs that best address your business, technical, and operational needs in a multi-cloud environment. High-performance cloud computing (HPC2) is a type of cloud computing solution that incorporates standards, procedures and elements from cloud computing. Performance Evaluation Metrics for Cloud, Fog and Edge Computing: A Review, Taxonomy, Benchmarks and Standards for Future Research Browse All of QMRO Communities & Collections By Issue Date Authors Titles Subjects This Collection By Issue Date Authors Titles Subjects A Cloud is seen as a computing platform for heavy load applications. PERFORMANCE EVALUATION IN CLOUD COMPUTING USING FUZZY LOGIC Samia Akhtar School of Electrical Engineering and It is seen as an effective infrastructure for high performance applications. Performance Evaluation of Cloud Computing Simulation Tools Alshammari, D. , Singer, J. and Storer, T. (2018) Performance Evaluation of Cloud Computing Simulation Tools. Edge computing is a fast growing field of research that covers a spectrum of technologies bringing the cloud computing services closer to the end user. Performance Evaluation of Cloud Computing Offerings,Vladimir Stantchev,SOA and Public,Services Research Group, TU Berlin,Fachhochschule für Oekonomie,für Oekonomie und Management (FOM) Berlin,Email: stantchev@computer.org,Abstract,Advanced computing on cloud computing,infrastructures can only become viable alternative,for the enterprise if these infrastructures can provide,proper levels … Researches shows that cloud computing permit to reduce hardware cost, reduce the energy consumption and allow a more efficient use of servers. Mobile Computing Networking ,, 2002 Abstract An ad hoc network is a group of wireless mobile computers (or nodes), in which individual nodes cooperate by forwarding packets for each other to allow nodes to communicate beyond direct wireless transmission range. Performance Evaluation of Hypervisors for Cloud Computing: 10.4018/ijcac.2012070102: The virtualization of IT infrastructure enables consolidation and pooling of IT resources so they are shared over diverse applications to offset the Home ACM Journals ACM Transactions on Modeling and Performance Evaluation of Computing Systems Vol. This internet-based ongoing technology which has brought flexibility, capacity and power of processing has realized service-oriented idea and has created a new 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. by Yih-Chun Hu , Adrian Perrig , David B Johnson - Proc. Cloud computing environment is adopted by a large number of organizations, so the rapid transition toward the cloud has fueled concerns on security perspective. Researches shows that cloud computing permit to reduce hardware cost, reduce the energy consumption and allow a more efficient use of servers. Cloud computing has been the subject of many researches. These resources In this work, we focused on Infrastructure as a Service (IaaS) facility of cloud computing. Nowadays lot of servers are used inefficiently because they are underutilized. Achieving high-speed delivery of applications in the cloud is a multifaceted challenge that requires a holistic approach and an end-to-end view of the application request-response path. However, measuring the performance of cloud based applications in real environments is a challenging task for research as well as business community. Introduction Cloud computing provides worldwide access to almost infinite types of services and resources through the Internet, with pay-as-you-go pricing. No two Cloud Service Providers (CSPs) are the same. This paper describes the development and implementation of a lightweight software solution, called OSSperf, which can be used to investigate the performance of object-based public cloud storage services like Amazon S3, Google Storage and Microsoft Azure Blob Storage, as well as private cloud re-implementations. Cloud computing makes the dream of computing real as a tool and in the form of service. CPU, GPU or FPGA: A use case on Logistic regression training in cloud computing platforms. Methodologies, techniques, and tools for performance evaluation have to cope with these challenges. It has been accepted for inclusion in UNF Theses and Dissertations by an authorized administrator of UNF Digital Commons. Cloud computing has been the subject of many researches. View PERFORMANCE_EVALUATION_IN_CLOUD_COMPUTIN.pdf from IT 604 at GC University Lahore. With the increase in number of users of cloud the tasks to be scheduled increases. XYZ which the results can be used by management to make decisions and strategies for the next steps. One of the main concerns for enterprises that are considering cloud computing is performance. 1, No. In this work, we focused on Infrastructure as a Service (IaaS) facility of cloud computing. Cloud computing shares data and o ers services transparently among its users. The uses of cloud computing associate to virtualization have been a solution to the underutilisation of those servers. Friday, December 13th, 2019. Performance Evaluation of VoIP Systems in Cloud Computing 1399 Journal of Engineering Science and Technology June 2019, Vol. Cloud computing is an emerging technology in which information technology resources are virtualized to users in a set of computing resources on a pay‐per‐use basis. In studies related to cloud computing performance evaluation , some criteria such as average waiting time, load balancing and number of requests [6], cost and throughput [7, … This research aims to evaluate the performance of CRM System based on cloud computing (Salesforce.com) on PT. Performance evaluation is an important factor in any application particularly in cloud networks. Scheduling of … Performance Evaluation of Virtualization with Cloud Computing ... Abstract. We made a performance evaluation of two renowned public and private cloud platforms. The performance evaluation divided into 3 which are financial, technology and business evaluation. Nowadays, large and famous enterprise have resorted to cloud computing and have transferred their processing and storage to it. An AR application is also detailed in Section III cloud depends on the scheduling. Research in the form of Service authorized administrator of UNF Digital Commons shows that cloud.. 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