An autonomic resource provisioning framework for efficient data collection in cloudlet-enabled wireless body area networks: a fuzzy-based proactive approach
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-018-3587-x
Abstract: Abstract Integrating wireless body area networks (WBANs) with cloudlet introduces an edge-of-things computing environment for pervasive applications. The variation in the number of active WBANs nodes and its data transmission rate requires optimal computing resources… read more here.
Keywords: resource provisioning; resource; provisioning framework; approach ... See more keywords
A cognitive/intelligent resource provisioning for cloud computing services: opportunities and challenges
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DOI: 10.1007/s00500-019-04061-9
Abstract: AbstractIn cloud computing, resources could be provisioned in a dynamic way on demand for cloud services. Cloud providers seek to realize effective SLA execution mechanisms for avoiding SLA violations by provisioning the resources or applications… read more here.
Keywords: resource provisioning; provisioning cloud; cloud; cloud computing ... See more keywords
NFC-ARP: neuro-fuzzy controller for adaptive resource provisioning in virtualized environments
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3528-8
Abstract: In virtualized environments like cloud, elasticity is an indispensable feature which facilitates on-demand provisioning or de-provisioning of resources in order to meet the service demands of end-users. The key factors such as dynamic and bursty… read more here.
Keywords: resource provisioning; resource; fuzzy controller; nfc arp ... See more keywords
Self-organized dynamic provisioning for big data
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DOI: 10.1007/s10586-017-0822-7
Abstract: Recent rapid expansion of datasets in big data problems has resulted in data sizes that exceed processing capabilities of available distributed computing power. In other words, we are producing more data than we can process.… read more here.
Keywords: big data; resource provisioning; resource; dynamic provisioning ... See more keywords
A cost-aware mechanism for optimized resource provisioning in cloud computing
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DOI: 10.1007/s10586-017-1271-z
Abstract: Due to the recent wide use of computational resources in cloud computing, new resource provisioning challenges have been emerged. Resource provisioning techniques must keep total costs to a minimum while meeting the requirements of the… read more here.
Keywords: resource provisioning; resource; cloud computing; optimized resource ... See more keywords
Competent resource provisioning and distribution techniques for cloud computing environment
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DOI: 10.1007/s10586-017-1293-6
Abstract: The principal intension of the investigation is to provisioning the resources and effectively allocates them. Initially, the resource are identified and analyzed and then clustered. Cluster the resource using the kernel fuzzy c-means clustering algorithm.… read more here.
Keywords: competent resource; resource provisioning; algorithm; resource ... See more keywords
Truthful online double auction based dynamic resource provisioning for multi-objective trade-offs in IaaS clouds
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DOI: 10.1007/s10586-020-03225-9
Abstract: Auction designs have recently been adopted for static and dynamic resource provisioning in IaaS clouds, such as Microsoft Azure and Amazon EC2. However, the existing mechanisms are mostly restricted to simple auctions, single-objective, offline setting,… read more here.
Keywords: resource provisioning; iaas clouds; auction; dynamic resource ... See more keywords
A Negotiation Protocol for Fine-Grained Accountable Resource Provisioning and Sharing in e-Science
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DOI: 10.1007/s10723-020-09515-1
Abstract: With the increasing demand for dynamic and customised resource provisioning for computational experiments in e-Science, solutions are required to mediate different participants’ varied demands for such resource provision. This paper presents a novel negotiation protocol… read more here.
Keywords: accountable resource; resource provisioning; resource; protocol ... See more keywords
RLPAS: Reinforcement Learning-based Proactive Auto-Scaler for Resource Provisioning in Cloud Environment
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DOI: 10.1007/s11036-018-0996-0
Abstract: Public cloud system offers Infrastructure-as-a-Service (IaaS) to deliver the computational resources on demand. Resource requirements of a cloud environment are always fluctuating because of the dynamic nature of the arriving workload, and traditional reactive scaling… read more here.
Keywords: auto; resource provisioning; resource; reinforcement learning ... See more keywords
Resource Provisioning Through Machine Learning in Cloud Services
Sign Up to like & getrecommendations! Published in 2021 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-021-05864-5
Abstract: Efficient resource provisioning is one of the important research challenges in cloud computing. Cloud providers use auto-scaling techniques for resource provisioning to manage the fluctuating workload as well as SLA violations. Auto-scaling is necessary for… read more here.
Keywords: resource provisioning; resource; computing resources; provisioning machine ... See more keywords
Resource Provisioning for Mitigating Edge DDoS Attacks in MEC-Enabled SDVN
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3189975
Abstract: Vehicular ad hoc network (VANET) has become an accessible technology for improving road safety and driving experience, the problems of heterogeneity and lack of resources it faces have also attracted widespread attention. With the development… read more here.
Keywords: resource provisioning; edge ddos; ddos attacks; edge ... See more keywords