scholarly journals A Regression-Based Analytic Model for Dynamic Resource Provisioning of Multi-Tier Applications

2007 ◽  
Author(s):  
Qi Zhang ◽  
Ludmila Cherkasova ◽  
Evgenia Smirni
Keyword(s):  
Resource Provisioning ◽  
Analytic Model ◽  
Dynamic Resource Provisioning ◽  
Dynamic Resource

scholarly journals CCCORE: Cloud Container for Collaborative Research

2018 ◽  
Vol 8 (3) ◽  
pp. 1659
Author(s):  
Salini Suresh ◽  
L. Manjunatha Rao
Keyword(s):  
Resource Allocation ◽  
Collaborative Research ◽  
High Performance ◽  
Research Collaboration ◽  
Resource Provisioning ◽  
Dynamic Allocation ◽  
Research Environment ◽  
Dynamic Resource Provisioning ◽  
Optimal Resource ◽  
Dynamic Resource

Cloud-based research collaboration platforms render scalable, secure and inventive environments that enabled academic and scientific researchers to share research data, applications and provide access to high- performance computing resources. Dynamic allocation of resources according to the unpredictable needs of applications used by researchers is a key challenge in collaborative research environments. We propose the design of Cloud Container based Collaborative Research (CCCORE) framework to address dynamic resource provisioning according to the variable workload of compute and data-intensive applications or analysis tools used by researchers. Our proposed approach relies on–demand, customized containerization and comprehensive assessment of resource requirements to achieve optimal resource allocation in a dynamic collaborative research environment. We propose algorithms for dynamic resource allocation problem in a collaborative research environment, which aim to minimize finish time, improve throughput and achieve optimal resource utilization by employing the underutilized residual resources.

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