CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
Citations
291 citations
287 citations
Cites methods from "CloudSim: a toolkit for modeling an..."
...As evidenced by the use-cases mentioned in [30], CloudSim is more suited to developers who are concerned about the performance of their applications, and cloud providers such as HP who are interested in modeling the properties and resource utilization of data centers....
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...In addition, Buyya’s CLOUDS Lab has developed CloudSim [30], which is a useful toolkit for the modeling and simulation of cloud computing environments....
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...In addition, Buyya‟s CLOUDS Lab has developed CloudSim [30], which is a useful toolkit for the modeling and simulation of cloud computing environments....
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...As evident by the use-cases mentioned in [30], CloudSim is more suited to developers who are concerned about the performance of their applications, and cloud providers such as HP who are interested in modeling the properties and resource utilization of data centers....
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281 citations
Cites background from "CloudSim: a toolkit for modeling an..."
...Index Terms—Dynamic VM consolidation, ant colony system, cloud computing, green computing, energy-efficiency, SLA Ç...
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...The results show that ACS-VMC outperforms existing VM consolidation approaches in terms of energy consumption, number of VM migrations, and number of SLA violations....
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279 citations
Cites methods from "CloudSim: a toolkit for modeling an..."
...CloudSim [10] discrete-event Cloud simulation was used to model the Cloud environment....
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265 citations
Cites background from "CloudSim: a toolkit for modeling an..."
...0 [41] to verify the performance of PBACO....
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References
9,282 citations
"CloudSim: a toolkit for modeling an..." refers background in this paper
...As Cloud computing R&D is still in the infancy stage [1], a number of important issues need detailed investigation along the layered Cloud computing architecture (see Figure 1)....
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...the potential to transform a large part of the IT industry, making software even more attractive as a service’ [1]....
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...Thus, they can focus more on innovation and creation of business values for their application services [1]....
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7,569 citations
5,850 citations
"CloudSim: a toolkit for modeling an..." refers background or methods in this paper
...The well-known examples of services operating at this layer are Amazon EC2, Google App Engine, and Aneka....
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...The CloudSim framework aims to ease-up and speed the process of conducting experimental studies that use Cloud computing as the application provisioning environments....
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...It can leverage virtualized services even on the fly based on requirements (workload patterns and QoS) varying with time....
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...Some of the examples for emerging Cloud computing infrastructures/platforms are Microsoft Azure [5], Amazon EC2, Google App Engine, and Aneka [11]....
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4,696 citations
"CloudSim: a toolkit for modeling an..." refers background in this paper
...Hence, as against Grids, Clouds contain an extra layer (the virtualization layer) that acts as an execution, management, and hosting environment for application services....
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...In the past decade, Grids [14] have evolved as the infrastructure for delivering high-performance services for compute- and data-intensive scientific applications....
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1,604 citations
"CloudSim: a toolkit for modeling an..." refers background or methods in this paper
...On the other hand, GridSim is an event-driven simulation toolkit for heterogeneous Grid resources....
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...As discussed previously, GridSim is one of the building blocks of CloudSim....
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...However, GridSim uses the SimJava library as a framework for event handling and inter-entity message passing....
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...To support research, development, and testing of new Grid components, policies, and middleware; several Grid simulators such as GridSim [8], SimGrid [6], OptorSim [10], and GangSim [3] have been proposed....
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...Considering that none of the current distributed (including Grid and Network) system simulators [3][6][8] offer the environment that can be directly used for modeling Cloud computing environments; we present CloudSim: a new, generalized, and extensible simulation framework that allows seamless modeling, simulation, and experimentation of emerging Cloud computing infrastructures and application services....
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