Cloud Computing is a new service area in Information Technology environment with huge requirements on the shared information, infrastructure, software, resources, devices and services. Through the use of virtualization, physical resources are converted into “resources pool” which provides service on demand. They require a lot of attention and efforts by the cloud computing providers, integrators and service consumers. Abstract: Cloud computing is a new cost-efficient computing paradigm in which information and computer power can be accessed from a Web browser by customers. 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. Production and hosting by Elsevier B.V. https://doi.org/10.1016/j.dcan.2016.12.002. IEEE Trans Comput 56:681–691, Article  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. 11511500200). Last, we compare through trace-based simulation the performance characteristics and cost models of clouds and other scientific computing platforms, for general and MTC-based scientific computing workloads. Liu, X., Tong, W., Zhi, X. et al. The model considers the resources sharing among VMs. The obtained results indicated that the tested Cloud services need an order of magnitude in performance improvement for supporting high-performance MTC scientific applications. Strictly as per the compliance and regulations of: Peer review under responsibility of Chongqing University of Posts and Telecommunications. High-performance computing (HPC) in the cloud … Cloud computing is a novel paradigm for the provision of service on demand. Cloud computing is a novel paradigm for the provision of service on demand. Correspondence to In distributed technology perspective, cloud computing most like client-server services like web-based or web-service but it used virtual resources to execute. Definition - What does Cloud Performance Management mean? Although there are some researches on cloud service performance, very few of them addressed the issues of resources sharing among VMs and its impact on service performance. Cloud computing is a recent trend of technology that aims to provide on-demand services following a pay-peruse model. It's not just businesses that benefit from cloud computing. Clearly, you can expect increased agility with lower costs if you move your services to the cloud. Currently, cloud computing … For example, Google App Engine is designed as simple development platform that suffers when subjected to lengthy requests, while Amazon Web Services … Performance is generally linked to the capabilities of one of the applications with- in the cloud infrastructure itself. Evaluating Performance of Web Services in Cloud Computing Environment with High Availability. 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. Due to the complexity and diversity of user requests of the cloud computing system, its performance is difficult to model and analyze. 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. With the rapid advancement in cloud computing and networking technologies, various providers have come up with a wide spectrum of cloud services. In: The seventh international conference on innovative mobile and internet services in ubiquitous computing, pp 276–282. IEEE Trans Parallel Distrib Syst 23:936–943, Article  In addition, various types of failures, such as VMs failures, physical servers failures and network failures are also considered. A service request is divided into many subtasks and each subtask consists of a series of data processing and transmission. Google Scholar, Levitin G, Dai YS, Ben-Haim H (2006) Reliability and performance of star topology grid service with precedence constraints on subtask execution. Besides all aspects of cloud computing infra- structure and resources, the most important and key point in cloud computing is its performance. Techopedia explains Cloud Performance Management This articles also examines open issues and challenges to the surveyed evaluation approaches and identifies possible opportunities for future research in this important field. © 2020 Springer Nature Switzerland AG. Abstract: Successful development of cloud computing paradigm necessitates accurate performance evaluation of cloud data centers. Copyright © 2020 Elsevier B.V. or its licensors or contributors. IEEE Trans Parallel Distrib Syst 22:931–945, Nagarajan AB, Mueller F, Engelmann C, Scott SL (2007) Proactive fault tolerance for HPC with xen virtualization. Springer, Berlin, Jackson KR, Ramakrishnan L, Muriki K, Canon S, Cholia S, Shalf J, Wasserman HJ, Wright NJ (2010) Performance analysis of high performance computing applications on the amazon web services cloud. You can start through a completely self-service experience online, scale up and down as needed. Cloud service performance evaluation: status, challenges, and opportunities – a survey from the system modeling perspective. Due to the complexity and diversity of user requests of the cloud computing system, its performance is difficult to model and analyze. Subscription will auto renew annually. This paper presents a model for performance analysis of cloud services. Through the use of virtualization, physical resources are converted into “resources pool” which provides service on demand. The cloud helps the enterprises to increase their operational efficiency and productivity. Scalability, elasticity, and efficiency are interrelated aspects of cloud-based software services’ performance requirements. Cloud computing today has now been growing as new technologies and new business models. 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). 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. Performance Evaluation is an important aspect of Cloud Computing environment. School of Computer Engineering and Science, Shanghai University, Shanghai , 200444, China, Department of Computer Science and Engineering, Henan Institute of Engineering, Zhengzhou , 451191, China, China Telecom Corporation Ltd., Shanghai Branch, Shanghai , 200085, China, You can also search for this author in Cloud computing is a very attractive research topic. Performance analysis of cloud computing services considering resources sharing among virtual machines. 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: 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. Springer, Berlin, Khazaei H (2012) Performance analysis of cloud computing centers using M/G/m/m+ r queuing system. And a numerical example is presented. Performance and scalability testing and measurements of cloud-based software services are necessary for future optimizations and growth of cloud computing. Cloud service performance has a significant impact on performance of the future information infrastructure. It adopts the concept of virtualization, service oriented architecture, autonomic, and utility computing. Performance of four commercial Cloud services, Amazon EC2, GoGrid, ElasticHosts, and Mosso, were measured. Learn more about Institutional subscriptions, The number of subtasks of a service request, The service rate of the \(j\)-th physical server, The proportion of the \(\mathrm{VM}_{i}\)’s resources to the \(j\)-th physical server, The service rate vector of the cloud system, The number of VMs that can be created on the physical server \(j\), The service rate for the system to stay at state \(i\), The total number of VMs can be created by the cloud center, The maximum number of VMs that can be created on server \(j\), The steady probability for the system to stay at state \(n\), The data size of subtask \(k\) needed to be transmitted, The available bandwidth of the physical server \(M_{j}\), The processing time of suktask \(k\) when there is VM failure, The processing time of suktask \(k\) when there is VL failure, The the \(y\)-th recovery time of the \(\mathrm{VM}_{i}\), The average waiting time of the \(i\)-th resources request, The total number of servers of the cloud center, The allocation matrix of the \(i\)-th service request, The number of VMs that running on the physical server \(M_{j}\), The completion time if physical server failure, Buyya R, Yeo CS, Venugopal S, Broberg J, Brandic I (2009) Cloud computing and emerging IT platforms: vision, hype, and reality for delivering computing as the 5th utility. 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