Workload modeling for resource usage analysis and simulation in cloud computing

D Magalhães, RN Calheiros, R Buyya… - Computers & Electrical …, 2015 - Elsevier
… In addition, workload modeling in cloud computing enables performance analysis and
simulation, which brings benefits to cloud providers and researchers as it allows: (i) the evaluation…

Analysis, modeling and simulation of workload patterns in a large-scale utility cloud

IS Moreno, P Garraghan, P Townend… - … on Cloud Computing, 2014 - ieeexplore.ieee.org
… and patterns of workloads within a Cloud computing environment is critical … models based
on realistic parameters are also urgently needed for investigating the impact of these workload

A multi-tenant hierarchical modeling for cloud computing workload

C An, J Zhou, S Liu, K Geihs - … Automation & Soft Computing, 2016 - Taylor & Francis
… -units in one workload model. To solve the problem, a hierarchical workload modeling
approach is proposed in this paper. The approach constructs a cloud workload model on three …

Statistics-driven workload modeling for the cloud

A Ganapathi, Y Chen, A Fox, R Katz… - 2010 IEEE 26th …, 2010 - ieeexplore.ieee.org
workload. This paper focuses on statistical modeling and its application to data-intensive
workloads… At the same time, the advent of cloud computing infrastructures such as Amazon EC2 …

Proactive workload management in hybrid cloud computing

H Zhang, G Jiang, K Yoshihira… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… a complete solution for the hybrid cloud computing model. There are … workload factoring
component in this paper as it is a unique functionality requirement in the hybrid cloud computing

A survey and classification of the workload forecasting methods in cloud computing

M Masdari, A Khoshnevis - Cluster Computing, 2020 - Springer
… and auto-scaling in cloud computing. Accurate prediction of workload in cloud computing is
of high importance for improving cloud performance, mitigate energy consumptions, meeting …

Modeling the impact of workload on cloud resource scaling

A Gandhi, P Dube, A Karve, A Kochut… - … Computing, 2014 - ieeexplore.ieee.org
Cloud computing offers the flexibility to dynamically size the infrastructure in response to
changes in workload … infrastructure is supported by major cloud providers, these scaling options …

[HTML][HTML] Synthetic workload generation for cloud computing applications

A Bahga, VK Madisetti - Journal of Software Engineering and …, 2011 - scirp.org
… , modeling and generation of workloads for cloud computing … and workload models to create
workload specifications that are … workloads for performance evaluation of cloud computing

Intelligent workload factoring for a hybrid cloud computing model

H Zhang, G Jiang, K Yoshihira, H Chen… - 2009 Congress on …, 2009 - ieeexplore.ieee.org
… along the cloud computing trend, we believe a core technology component in need is on
flexible workload management working for both models, and our workload factoring technology …

Workload prediction for cloud computing elasticity mechanism

Y Hu, B Deng, F Peng, D Wang - … on Cloud Computing and Big …, 2016 - ieeexplore.ieee.org
… research on workload predicting for cloud computing elasticity … propose a Kalman fIlter model
to predict the cloud workload; … the workload; c) we propose a new trigger strategy for cloud