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Novel Framework for Fault Tolerant in a Cloud Environment using ACO Algorithm

Virendra Singh Kushwah, Sandip Kumar Goyal
2015 International Journal of Private Cloud Computing Environment and Management  
The major contribution of the paper is to compare fifteen (15) most popular cloud simulation tools based on six (6) evaluation criteria and make informed recommendations on the choosing the tool based  ...  The rapid growth of Cloud Computing as an IT service across diverse organizational structures has brought forward the dire challenge of their performance evaluation.  ...  Acknowledgment The authors would like to acknowledge the support of Prince Mohammad Bin Fahd University, KSA for providing the facilities to perform this research work.  ... 
doi:10.21742/ijpccem.2015.2.2.03 fatcat:o2l4mvj4i5bcfdvvztzh3f3jqi

Simulation of Cloud Computing Environments with CloudSim

D. Atanasov, T. Ruskov
2014 Information Technologies and Control  
The aim of this paper is to describe and evaluate CloudSim: a new generalized and extensible simulation framework that enables seamless simulation, and experimentation of emerging cloud computing infrastructures  ...  Cloud computing is a recent advancement wherein IT infrastructure and applications are provided as 'services' to end-users under a usage-based payment model.  ...  Provides users with the ability to: generate new configurations of applications; perform tests on cloud-based environment based on custom configurations; comparison and evaluation of techniques for allocating  ... 
doi:10.1515/itc-2016-0001 fatcat:zaciylqvmjeodhhkniq42xerue

A Study on Cloud Simulation Tools

Kalpana Ettikyala, Y Rama Devi
2015 International Journal of Computer Applications  
It is risky to evaluate the performance of cloud environments as cloud computing adoption increases.  ...  Various cloud simulators have been precisely developed for testing and performance analysis of cloud computing environments.  ...  Simulation based approach has become well liked technology to evaluate cloud computing systems, their security and performance and application behaviors.  ... 
doi:10.5120/20220-2500 fatcat:25s3gjcuenb7fldtrrh5kgakmm

A Features-based Comparative Study of the State-of-the-art Cloud Computing Simulators and Future Directions

Ahmad Waqas, M. Abdul, Abdul Rehman, Mohammad Asif, Javed Ahmed, Zulkefli Muhammed
2017 International Journal of Advanced Computer Science and Applications  
In this paper, we have discussed modern cloud simulators and presented comprehensive comparison based on their features.  ...  To test and validate the proposed solutions before deploying in real cloud infrastructure, a cloud computing simulator is the key requirement.  ...  This distribution of application effects the performance. CloudAnalyst enables to analyze the performance of extensive cloud applications based on various deployment setups by simulating them.  ... 
doi:10.14569/ijacsa.2017.080807 fatcat:6an3kk46iva2jh2ryaqghspwpe

Quality of Service Evaluation of SaaS Modeler (Cloudlet) running on Virtual Cloud computing Environment using CloudSim

Pradeep SinghRawat, G. P. Saroha, Varun Barthwal
2012 International Journal of Computer Applications  
Tool provides the sustainable, fault tolerant environment for experimental evaluation of cloud based application like social sites and scientific work flow.  ...  Best way to understand the functionality of Cloud Computing is cloud simulation tool. Cloud simulation tool provide the test bed to understand the association of cloud entity and event.  ...  Finish time of Cloudlet run act as a performance evaluation parameter for cloud task or Cloudlet.  ... 
doi:10.5120/8484-2424 fatcat:e6p2h7vlszggnanyirqw3yln6i

Cloud Computing Performance Evaluation: Issues and Challenges

Niloofar Khanghahi, Reza Ravanmehr
2013 International Journal on Cloud Computing Services and Architecture  
In this paper, we provide an overall perspective on cloud evaluation criteria and highlight it with help of simulation.  ...  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 based on specific applications or services, Variety of services and applications are offered in cloud environments each of which can be topic for the simulation scenarios, such as  ... 
doi:10.5121/ijccsa.2013.3503 fatcat:bcrhrusts5gfvmnpboctlhd34m

A Comparative Analysis of Cloud Simulators

Pericherla S Suryateja
2016 International Journal of Modern Education and Computer Science  
This paper compares almost 17 cloud simulators based on diverse criteria and the result and explanations are presented which enables new researchers to choose a suitable cloud simulator.  ...  This paper presents various cloud simulators which were developed over the years that are a cost effective way of conducting cloud research tasks.  ...  EMUSIM is the only simulator which allows researchers to evaluate the performance of cloud applications on real hardware.  ... 
doi:10.5815/ijmecs.2016.04.08 fatcat:v4uubdvhwbgr3omsttbn5nltqy

PICS: A Public IaaS Cloud Simulator

In Kee Kim, Wei Wang, Marty Humphrey
2015 2015 IEEE 8th International Conference on Cloud Computing  
However, it is very challenging to accurately evaluate the performance and cost of applications without actual deployment on the clouds.  ...  PICS enables the cloud user to evaluate the cost and performance of public IaaS clouds along with such dimensions like VM and storage service, resource scaling, job scheduling, and diverse workload patterns  ...  The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of the paper.  ... 
doi:10.1109/cloud.2015.37 dblp:conf/IEEEcloud/KimWH15 fatcat:7ghlj7yqmva2zam7jmfwv77wti

DiFFuSE, a Distributed Framework for Cloud-Based Epidemic Simulations: A Case Study in Modelling the Spread of Bovine Viral Diarrhea Virus

Linh Manh Pham, Nikos Parlavantzas, Christine Morin, Sandie Arnoux, Luyuan Qi, Philippe Gontier, Pauline Ezanno
2017 2017 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)  
However, fully exploiting cloud resources requires converting existing simulation applications into elastic, cloudenabled applications.  ...  Performing large-scale epidemic simulations is time-consuming and requires massive amounts of computing resources. An attractive option for providing such resources is cloud computing.  ...  We would also like to thankfully acknowledge the support of the PaaSage (FP7-317715) EU project, the European fund for the regional development of Pays de la Loire (FEDER), and the European fund for inventive  ... 
doi:10.1109/cloudcom.2017.41 dblp:conf/cloudcom/PhamPMAQGE17 fatcat:ri5qjgje7fbefdqbjxkt6bh4fy

Rapid Testing of IaaS Resource Management Algorithms via Cloud Middleware Simulation [article]

Christian Stier, Jörg Domaschka, Anne Koziolek, Sebastian Krach, Jakub Krzywda, Ralf Reussner
2018 arXiv   pre-print
Infrastructure as a Service (IaaS) Cloud services allow users to deploy distributed applications in a virtualized environment without having to customize their applications to a specific Platform as a  ...  We propose an approach for the simulative analysis of IaaS Cloud infrastructure that allows algorithm engineers and data center operators to eval- uate optimization algorithms without investing additional  ...  RELATED WORK The simulation-based evaluation of Cloud resource management has been a topic of great interest in recent years. [18] provide an overview of Cloud simulators.  ... 
arXiv:1801.09484v1 fatcat:qu7evb46jnbtpazznh5sm43kre

Energy-Aware Cloud Computing Simulators: A State of the Art Survey

Ammara Sajjad, Aleena Aqdus Khan, Muhammad Aleem
2018 International Journal of Applied Mathematics Electronics and Computers  
Cloud simulators need to perform simulation tests to reduce the various complexities of Cloud computing environments.  ...  Some Cloud simulators have been specially created to test the performance of Cloud computing environments.  ...  In this study, we summarize energy aware Cloud computing simulators that are used to evaluate the performance and security aspects of Cloud computing environments.  ... 
doi:10.18100/ijamec.2018241182 fatcat:vl5jsvoopnca3plt2wp2dtjcna

Design of Simulator for Cloud Computing Infrastructure and Service

Changhyeon Kim, Junsang Kim, Won Joo Lee
2014 International Journal of Smart Home  
The network component supports packet based network communication which is based on the real network model, thereby facilitating simulation of internet based services.  ...  To overcome these limitations, we provide SimCloudIS: simulator for cloud computing infrastructure and service.  ...  However, evaluating the performance of a policy is difficult to achieve in real cloud computing environment due to following reasons.  ... 
doi:10.14257/ijsh.2014.8.6.03 fatcat:5gmihovakvg3thrwsxnv4cspbe

A Probabilistic Prediction Approach for Memory Resource of Complex System Simulation in Cloud Computing Environment

Shuai Wang, Yiping Yao, Feng Zhu, Wenjie Tang, Yuhao Xiao
2020 Symmetry  
Accurate memory resource prediction can achieve optimal performance for complex system simulation (CSS) using optimistic parallel execution in the cloud computing environment.  ...  the memory resource required by a CSS application accurately, which cannot take full advantage of the elasticity and symmetry of cloud computing.  ...  ] is a memory-intensive simulation application, which is used to evaluate the performance of the memory prediction algorithm.  ... 
doi:10.3390/sym12111826 fatcat:nyltkkbtifgjbe7xr7slg7lnyi

A framework for ranking of WSNs performance based on cloud model and entropy weight

Xiaojun Yu
2014 International Journal of Smart Home  
Secondly, we create a cloud model and entropy weight method to evaluate WSNs performance.  ...  and privacy, then build a cloud model and entropy weight method to evaluate WSNs performance.  ...  Acknowledgements The authors gratefully acknowledge the financial support from China National Natural Science Fund of China (61302124)  ... 
doi:10.14257/ijsh.2014.8.4.02 fatcat:zws6k6qhtbdklhpt2j4omlrvum

An Analysis of Fog Computing Data Placement Algorithms

Daniel Maniglia Amancio da Silva, Godwin Asamooning, Hector Orrillo, Rute C. Sofia, Paulo M. Mendes
2020 arXiv   pre-print
The paper describes the three algorithms(Cloud-only, Mapping, Edge-ward) in the context of an Internetof Things scenario, which has been based on an e-Health systemwith variations in applications and network  ...  This work evaluates three Fog Computing dataplacement algorithms via experiments carried out with theiFogSim simulator.  ...  The algorithms are described and evaluated via simulations carried out with the iFogSim simulator. The performance evaluation concerns execution time and energy consumption from a Cloud perspective.  ... 
arXiv:2005.11847v1 fatcat:s7pi2z62nvg5zbrljs6wmvubbu
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