Metaheuristic scheduling for cloud: A survey

CW Tsai, JJPC Rodrigues - IEEE Systems Journal, 2013 - ieeexplore.ieee.org
Cloud computing has become an increasingly important research topic given the strong
evolution and migration of many network services to such computational environment. The …

Cost optimization approaches for scientific workflow scheduling in cloud and grid computing: A review, classifications, and open issues

EN Alkhanak, SP Lee, R Rezaei, RM Parizi - Journal of Systems and …, 2016 - Elsevier
Workflow scheduling in scientific computing systems is one of the most challenging
problems that focuses on satisfying user-defined quality of service requirements while …

Big Data computing and clouds: Trends and future directions

MD Assunção, RN Calheiros, S Bianchi… - Journal of parallel and …, 2015 - Elsevier
This paper discusses approaches and environments for carrying out analytics on Clouds for
Big Data applications. It revolves around four important areas of analytics and Big Data …

Meeting deadlines of scientific workflows in public clouds with tasks replication

RN Calheiros, R Buyya - IEEE Transactions on Parallel and …, 2013 - ieeexplore.ieee.org
The elasticity of Cloud infrastructures makes them a suitable platform for execution of
deadline-constrained workflow applications, because resources available to the application …

A hyper-heuristic scheduling algorithm for cloud

CW Tsai, WC Huang, MH Chiang… - … on Cloud Computing, 2014 - ieeexplore.ieee.org
Rule-based scheduling algorithms have been widely used on many cloud computing
systems because they are simple and easy to implement. However, there is plenty of room to …

Cost-aware challenges for workflow scheduling approaches in cloud computing environments: Taxonomy and opportunities

EN Alkhanak, SP Lee, SUR Khan - Future Generation Computer Systems, 2015 - Elsevier
Workflow Scheduling (WFS) mainly focuses on task allocation to achieve the desired
workload balancing by pursuing optimal utilization of available resources. At the same time …

A hyper-heuristic cost optimisation approach for scientific workflow scheduling in cloud computing

EN Alkhanak, SP Lee - Future Generation Computer Systems, 2018 - Elsevier
Abstract Effective management of Scientific Workflow Scheduling (SWFS) processes in a
cloud environment remains a challenging task when dealing with large and complex …

Security-aware task scheduling with deadline constraints on heterogeneous hybrid clouds

B Wang, C Wang, W Huang, Y Song, X Qin - Journal of Parallel and …, 2021 - Elsevier
Hybrid cloud is a cost-effective way to address the problem of insufficient resources for
satisfying its users' requirements in a private cloud by elastically scaling up or down its …

A survey and taxonomy on workload scheduling and resource provisioning in hybrid clouds

B Wang, C Wang, Y Song, J Cao, X Cui, L Zhang - Cluster Computing, 2020 - Springer
Hybrid cloud is a cost-efficient way to address the problem of insufficient resources for
meeting the peak demand of its users for a service provider, which elastically scales up or …

A multi-objective hybrid cloud resource scheduling method based on deadline and cost constraints

L Zuo, L Shu, S Dong, Y Chen, L Yan - IEEE access, 2016 - ieeexplore.ieee.org
We propose a task-oriented multi-objective scheduling method based on ant colony
optimization (MOSACO) to optimize the finite pool of public and private computing resources …