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A novel cloud bursting technique
2014
2014 IEEE 9th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI)
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The evaluation showed that the seamless extensibility has a cost of 5-10% overhead on the deployment time. ...
The proposed technique uses nested virtualization, that reduces the complexity of the cloud bursting procedure. Furthermore, we have evaluated the applicability of our design by performance tests. ...
Bicer [3] et al. presented a framework for supporting the development and execution of data-intensive computations. ...
doi:10.1109/saci.2014.6840050
dblp:conf/saci/AcsKK14
fatcat:yyyr6t7vyfgyxfln5kwkjlzjgi
IaaS Cloud Benchmarking: Approaches, Challenges, and Experience
[chapter]
2014
Cloud Computing for Data-Intensive Applications
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In this article we focus on the IaaS cloudspecific elements of benchmarking, from a user's perspective. ...
Infrastructure-as-a-Service (IaaS) cloud computing is an emerging commercial infrastructure paradigm under which clients (users) can lease resources when and for how long needed, under a cost model that ...
the data-intensive MapReduce and Pregel. ...
doi:10.1007/978-1-4939-1905-5_4
fatcat:27lr6kkccvdydmviuot6f2khgm
A Review on Cloud Performance Techniques
2018
IJARCCE
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Cloud is defined as "A bunch of commodity computers networked together in the same or different geographical locations, operating together to serve a number of customers with different need and workload ...
Administering the Quality of Service is the primary task of the Cloud Applications. ...
Unlike computation and communication intensive applications, data-intensive applications typically show strong demands for high-performance I/O and storage access in a Cloud infrastructure.Li et al. (2013 ...
doi:10.17148/ijarcce.2018.7107
fatcat:axobvtnchzb6na44bdjn75xwle
Cost minimization for computational applications on hybrid cloud infrastructures
2013
Future generations computer systems
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We compute the relation between deadline and cost for a sample set of data-and compute-intensive tasks, representing bioinformatics experiments. ...
on maximum number of resources at each cloud. ...
-We evaluate the model on scenarios involving limited and unlimited public and private cloud resources, for computeintensive and data-intensive tasks, and for a wide range of deadline parameters. ...
doi:10.1016/j.future.2013.01.004
fatcat:sf2k45p7bjgsvacc6etdp43tbu
Performance of Eucalyptus and OpenStack Clouds on FutureGrid
2013
International Journal of Computer Applications
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In this paper, we study the performance of two IaaS clouds Eucalyptus 3 and OpenStack (version Essex) implemented on FutureGrid [1, 2], a test bed that allows researchers to conduct experiments to understand ...
the behavior and utility of cloud computing services. ...
Cloud computing platforms offer three types services which are: In this paper we focus on the performance of open source IaaS type of cloud computing platforms. ...
doi:10.5120/13923-1831
fatcat:xyjxfuarxbhhrlr4hldvqqj24u
Modeling and Analysis of Cloud Computing Network using M/G/k/PS Queues
2016
International Journal of Science and Research (IJSR)
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The selecting of queuing model parameters depended on the technology platform, the model of cloud services (SaaS, PaaS, IaaS), the type of applications. ...
The analysis of functionality and performance of cloud computing solutions give ability find "bottlenecks" and improve services provision processes. ...
The average response time equation can be used for evaluating performance of cloud infrastructure with SaaS and IaaS service model, taking into account the multi-tier applications and different class of ...
doi:10.21275/v5i6.nov164242
fatcat:a7olg3zsnfhhpbxokl3qpmwzqu
Optimized Data Center in IaaS Using Cloud Computing Systems
english
2015
International Journal of Innovative Research in Science, Engineering and Technology
english
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More and more data-intensive applications are developed in this computing environment.Evaluation of cloud data center performance is a key attribute in propagation of IaaS cloud services. ...
In this paper, we have presented a stochastic model to evaluate the performance of an IaaS cloud system. ...
We show that the impact of performance variability depends on the application, and give evidence that performance variability can be an important factor in cloud provider selection. the Performance evaluation ...
doi:10.15680/ijirset.2015.0405043
fatcat:ijhhrxbokncfrpv5bn2hux5rw4
Cloud computing applications for biomedical science: A perspective
2018
PLoS Computational Biology
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Biomedical research has become a digital data-intensive endeavor, relying on secure and scalable computing, storage, and network infrastructure, which has traditionally been purchased, supported, and maintained ...
Cloud computing services offer secure on-demand storage and analysis and are differentiated from traditional high-performance computing by their rapid availability and scalability of services. ...
Vivien Bonazzi, Office of Director, National Institutes of Health. ...
doi:10.1371/journal.pcbi.1006144
pmid:29902176
pmcid:PMC6002019
fatcat:wfvdmkpytnbfbih27knmldrcyy
Comprehensive Elastic Resource Management to Ensure Predictable Performance for Scientific Applications on Public IaaS Clouds
2014
2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing
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Scientists have become increasingly reliant on largescale compute resources on public IaaS clouds to efficiently process their applications. ...
To solve these problems, we designed an end-to-end elastic resource management system for scientific applications on public IaaS clouds. ...
First, we are targeting to build a resource manager on public IaaS clouds, which offer various types of VMs that has a different degree of the performance. ...
doi:10.1109/ucc.2014.45
dblp:conf/ucc/KimSQH14
fatcat:l5ihg33earhmpevrork635u6ty
Towards Data Interoperability of Cloud Infrastructures Using Cloud Storage Services
[chapter]
2014
Lecture Notes in Computer Science
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The approach is exemplified with an image generator application, and the performance of the application is evaluated with Android devices and a private IaaS cloud. ...
Using cloud storage services together with computation-intensive infrastructure services can provide a suitable solution for these needs. ...
In this way we could handle and manage data in an interoperable way among different IaaS solutions.
Evaluation As we have already mentioned, we performed our evaluations on a private IaaS Cloud. ...
doi:10.1007/978-3-642-54420-0_9
fatcat:6jvxdvycpvdrlfdjeidxnbpsnm
Performance Evaluation of Cloud Computing Resources
2018
International Journal of Advanced Computer Science and Applications
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In this work, we focused on Infrastructure as a Service (IaaS) facility of cloud computing. We made a performance evaluation of two renowned public and private cloud platforms. ...
However, measuring the performance of cloud based applications in real environments is a challenging task for research as well as business community. ...
They concluded that achieved performance of virtualized resources from public clouds is lower when compared with the theoretical performance limits, particularly for compute and network intensive applications ...
doi:10.14569/ijacsa.2018.090824
fatcat:fl5h2q32pbav5ip7ays3dvl2da
CERN Computing in Commercial Clouds
2017
Journal of Physics, Conference Series
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In this paper we describe the experience gained at CERN in procuring and exploiting commercial cloud resources for the computing needs of the LHC experiments. ...
By the end of 2016 more than 10 Million core-hours of computing resources have been delivered by several commercial cloud providers to the four LHC experiments to run their production workloads, from simulation ...
public cloud IaaS and volunteer computing. ...
doi:10.1088/1742-6596/898/8/082030
fatcat:rkb6oagk55cjzcwt2mqtajbhwu
Improving HPC Application Performance in Public Cloud
2014
Information Engineering Research Institute procedia
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Improving as well as evaluating the performance of High Performance Computing (HPC) applications by migrating them to Cloud environments are widely considered as critical issues in the field of high performance ...
This paper proposes a new approach to improve the performance and scalability of HPC applications on Amazon's HPC Cloud. ...
Sorting algorithm on Cloud Sorting is considered as a supercomputing benchmark for testing the performance of HPC application on computing architectures. ...
doi:10.1016/j.ieri.2014.09.072
fatcat:dqopjyvf3rbrbmsw2ir6enfdam
Task Offloading for Scientific Workflow Application in Mobile Cloud
2017
Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security
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Mobile cloud computing (MCC) provides significant opportunities in enhancing computation capability and saving energy of smart mobile devices (SMDs) by offloading computation-intensive and data-intensive ...
In this paper, we offer three entry points for the problem solving: first, a cost model based on the pay-as-you-go manner of IaaS Cloud is proposed; then, we investigate the problem of mapping strategy ...
On the one hand, computation-intensive and data-intensive applications may entail large data transfer between the cloud and the mobile device as well as among different VM nodes in cloud, which counteracts ...
doi:10.5220/0006364501360148
dblp:conf/iotbd/ZhangGLLHKL17
fatcat:w253pze5frgbbkaxskggbnedbu
Robots as-a-Service in Cloud Computing: Search and Rescue in Large-scale Disasters Case Study
[article]
2017
arXiv
pre-print
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Enabling these applications in cloud environments requires the design of appropriate IoT Infrastructure-as-a-Service (IoT IaaS) to ease the provisioning of the IoT objects as cloud services. ...
A validating proof of concept is built and experiments are made to evaluate its performance. Lessons learned and prospective research directions are discussed. ...
It is a software framework for data-intensive robotic cloud applications. The DAvinCi server collects data from robotic applications using ROS. ...
arXiv:1710.04919v4
fatcat:l5i2qmaivngmnav356i7frt7ty
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