performance of services in cloud computing

It's not just businesses that benefit from cloud computing. © 2020 Springer Nature Switzerland AG. In: Quality, reliability, security and robustness in heterogeneous networks, pp 251–264. In distributed technology perspective, cloud computing most like client-server services like web-based or web-service but it used virtual resources to execute. Performance of four commercial Cloud services, Amazon EC2, GoGrid, ElasticHosts, and Mosso, were measured. IEEE Trans Comput 56:681–691, Article  Besides all aspects of cloud computing infra- structure and resources, the most important and key point in cloud computing is its performance. 11511500200). Cloud service performance has a significant impact on performance of the future information infrastructure. Springer, Berlin, Khazaei H (2012) Performance analysis of cloud computing centers using M/G/m/m+ r queuing system. Xiaodong Liu. ScienceDirect ® is a registered trademark of Elsevier B.V. ScienceDirect ® is a registered trademark of Elsevier B.V. This paper presents a model for performance analysis of cloud services. Google Scholar, Menon A, Santos JR, Turner Y, Janakiraman GJ, Zwaenepoel W (2005) Diagnosing performance overheads in the xen virtual machine environment. The service requests are also relaxed compared with prior research. In: Cloud computing, pp 115–131. Due to the complexity and diversity of user requests of the cloud computing system, its performance is difficult to model and analyze. Thorough evaluation on Cloud service performance is crucial and beneficial to both service providers and consumers; thus forming an active research area. Cloud computing is a novel paradigm for the provision of service on demand. Scalability, elasticity, and efficiency are interrelated aspects of cloud-based software services’ performance requirements. Cloud computing is recognized as a revolution in the computing area, meanwhile, it also brings the question on the necessity and applicability of this new industry standard. UCSD Technical Report 2008–10. In: World conference on services, pp 693–700, Yang B, Tan F, Dai YS (2013) Performance evaluation of cloud service considering fault recovery. For example, Google App Engine is designed as simple development platform that suffers when subjected to lengthy requests, while Amazon Web Services … Definition - What does Cloud Performance Management mean? This articles also examines open issues and challenges to the surveyed evaluation approaches and identifies possible opportunities for future research in this important field. Cloud computing is a model for enabling a convenient, on demand network access to a shared pool of configurable computing resources (e.g., network, servers, storage, applications and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. This is a preview of subscription content, log in to check access. Clearly, you can expect increased agility with lower costs if you move your services to the cloud. In: 2012 international conference on cloud computing, teclmologies, applications and management, pp 12–15, Xiong K, Perros H (2009) Service performance and analysis in cloud computing. Strictly as per the compliance and regulations of: Performance is generally linked to the capabilities of one of the applications with- in the cloud infrastructure itself. In: 2nd IEEE international conference on cloud computing technology and science, pp 159–168, Losup A, Ostermann S, Yigitbasi MN, Prodan R, Fahringer T, Epema DHJ (2011) Performance analysis of cloud computing services for many-tasks scientific computing. Among the work on Cloud performance analysis, evaluation approaches developed with a system modeling perspective play an important role. Keywords : Failover, dynamic allocation, host service provider, High availability, LAMP, Web Services. However, related works have been reported in different sections of the literature; thus lacking a big picture that shows the latest status of this area. © 2016 Chongqing University of Posts and Telecommuniocations. http://eucalyptus.cs.ucsb.edu/, Dong F, Luo J, Jin J, Wang Y, Zhu Y (2012) Performance evaluation and analysis of SEU cloud computing platform. Cloud Computing is the latest paradigm to optimize the use of IT resources considering “everything as a service” and receiving these services from the Cloud (Internet) instead of … In: Proceedings of the 2008 IEEE/ACM conference on supercomputing (SC), vol 50, pp 638–649, Nurmi D, Wolski R, Grzegorczyk C, Obertelli G, Soman S, Youseff L, Zagorodnov D (2008) The eucalyptus open-source cloud-computing system. Performance isolation is an indispensable remedy solution for the mentioned challenges. Copyright © 2020 Elsevier B.V. or its licensors or contributors. Cloud service performance evaluation: status, challenges, and opportunities – a survey from the system modeling perspective. https://doi.org/10.1007/s11227-014-1156-3. Many studies have examined the infrastructure as a service and software as a service aspects of cloud computing; however, few studies have focused on platform as a service (PaaS). Production and hosting by Elsevier B.V. https://doi.org/10.1016/j.dcan.2016.12.002. IEEE Trans Parallel Distrib Syst 23:936–943, Article  In distributed technology perspective, cloud computing most like client-server services like web-based or web-service but it used virtual resources to execute. Some key technologies for Cloud computing, such as virtualization and the Service-Oriented Architecture (SOA), bring in special challenges to service performance evaluation. The model considers the resources sharing among VMs. In: 2012 IEEE international conference on systems, man, and cybernetics, pp 1455–1460, Ostermann S, Iosup A, Yigitbasi N, Prodan R, Fahringer T, Epema D (2010) A performance analysis of EC2 cloud computing services for scientific computing. Due to the complexity and diversity of user requests of the cloud computing system, its performance is difficult to model and analyze. J Supercomput 65:426C444, Dai YS, Levitin G (2006) Reliability and performance of tree-structured grid services. In addition, various types of failures, such as VMs failures, physical servers failures and network failures are also considered. In: Grid computing environments workshop, pp 60–69, Khazaei H (2012) Performance analysis of cloud computing centers. PubMed Google Scholar. Cloud Computing is a new service area in Information Technology environment with huge requirements on the shared information, infrastructure, software, resources, devices and services. With rapid advancement of Cloud computing and networking technologies, a wide spectrum of Cloud services have been developed by various providers and utilized by numerous organizations as indispensable ingredients of their information systems. In: Proceedings of 21st annual international conference on supercomputing (ICS), pp 23–32, Suresh Varma P, Satyanarayana A, Sundari R (2012) Performance analysis of cloud computing using queuing models. Response times have been known to fluctuate, and certain cloud services respond differently to varying stress levels. The Journal of Supercomputing The cloud high performance computing market is expected to grow at a CAGR of 15.7% from 2019 to 2025. volume 69, pages357–374(2014)Cite this article. Abstract: A focus of the paper is on the performance of cloud computing servers in cyber-physical systems (CPS) applications that aggregate data over large spatial regions over long spans of time. As exact modeling of cloud centers is not feasible due to the nature of cloud centers and diversity of user requests, we describe a novel approximate analytical model for performance evaluation of cloud server farms and solve it to obtain accurate estimation of … Peer review under responsibility of Chongqing University of Posts and Telecommunications. In: ACM first international conference on virtual execution environments (VEE), ROC, pp 13–23, Sotomayor N, Keahey K, Foster I (2006) Overhead matters: a model for virtual resource management. Cloud performance management is the practice of assessing various metrics and benchmarks for cloud systems. Performance and scalability testing and measurements of cloud-based software services are necessary for future optimizations and growth of cloud computing. Part of Springer Nature. J Supercomput 69, 357–374 (2014). You can start through a completely self-service experience online, scale up and down as needed. There are lots of characteristics and services offered by cloud computing which makes it different than traditional web services or service oriented architecture. Then, we perform an empirical evaluation of the performance of four commercial cloud computing services including Amazon EC2, which is currently the largest commercial cloud. https://doi.org/10.1007/s11227-014-1156-3, DOI: https://doi.org/10.1007/s11227-014-1156-3, Over 10 million scientific documents at your fingertips, Not logged in For the commercial success of this new computing paradigm, the ability to deliver Quality of Services … Cloud computing is a very attractive research topic. - 95.110.169.160. Cloud computing today has now been growing as new technologies and new business models. Liu, X., Tong, W., Zhi, X. et al. Performance management is the delivery of different services through the use of virtualization performance of services in cloud computing physical are...: //doi.org/10.1016/j.dcan.2016.12.002 new business models start through a completely self-service experience online, scale up down... 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Efficiency are interrelated aspects of cloud services service providers and consumers ; thus forming an active research.. Point in cloud computing is its performance is crucial and beneficial to both service providers and consumers ; forming... From the system modeling perspective play an important role used to determine how well a system... The Internet quality degradation, and efficiency are interrelated aspects of cloud-based software services ’ performance requirements response have... Services considering resources sharing among virtual machines storage, servers, databases, networking, consequently!

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