Comparative evaluation of task priorities for processing and bandwidth capacities-based workflow scheduling for cloud environment

E Bugingo, Z Wei, Z Defu - The Journal of Supercomputing, 2022 - Springer
With the development of the cloud computing market, cloud computing providers are offering
to their users the flexibility to choose the desired capacity of both processing and data …

Dynamic virtual machine number selection for processing-capacity constrained workflow scheduling in cloud computing environments

E Bugingo, W Zheng, D Zhang… - 2019 IEEE Intl Conf on …, 2019 - ieeexplore.ieee.org
Cloud computing service providers offer their users the flexibility of selecting the processing
capacity that is affordable. The selected processing capacity is often used to execute a …

Scheduling multiple workflows with time constraints onto cloud computing resources

W Zheng, L Shen, E Bugingo… - 2019 IEEE Intl Conf on …, 2019 - ieeexplore.ieee.org
The problem of scheduling deadline-constrained multiple-workflows submitted to a cloud
computing system has not been extensively studied yet. This paper focuses on the problem …

Profit Optimization for Splitting and Sampling Based Resource Management in Big Data Analytics-as-a-Service Platforms in Cloud Computing Environments

Y Zhao, A Vasilakos, J Bailey… - 2019 15th International …, 2019 - ieeexplore.ieee.org
Exploring optimal big data analytics solutions to benefit various domains in decision making
and problem solving becomes an ever-important research area. Big data Analytics-as-a …

Editorial for Special issue of FGCS special issue on “Benchmarking big data systems”

S Sakr, A Zomaya, AV Vasilakos - Future Generation Computer Systems, 2019 - Elsevier
Even though several big data processing and analytics systems have been introduced with
various design architectures, we are still lacking a deeper understanding of the performance …