Towards workflow scheduling in cloud computing: a comprehensive analysis

M Masdari, S ValiKardan, Z Shahi, SI Azar - Journal of Network and …, 2016 - Elsevier
Workflow scheduling is one of the prominent issues in cloud computing which is aimed at
complete execution of workflows by considering their QoS requirements such as deadline …

A taxonomy and survey on scheduling algorithms for scientific workflows in IaaS cloud computing environments

MA Rodriguez, R Buyya - Concurrency and Computation …, 2017 - Wiley Online Library
Large‐scale scientific problems are often modeled as workflows. The ever‐growing data
and compute requirements of these applications has led to extensive research on how to …

Multi-objective workflow scheduling based on genetic algorithm in cloud environment

X **a, H Qiu, X Xu, Y Zhang - Information Sciences, 2022 - Elsevier
In recent years, cloud computing plays a crucial role in many real applications. Thus, how to
solve workflow scheduling problems, ie, allocating and scheduling different resources …

A survey on scheduling strategies for workflows in cloud environment and emerging trends

M Adhikari, T Amgoth, SN Srirama - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Workflow scheduling is one of the challenging issues in emerging trends of the distributed
environment that focuses on satisfying various quality of service (QoS) constraints. The …

Multi-objective workflow scheduling in cloud computing: trade-off between makespan and cost

A Belgacem, K Beghdad-Bey - Cluster Computing, 2022 - Springer
Recently, modern businesses have started to transform into cloud computing platforms to
deploy their workflow applications. However, scheduling workflow under resource allocation …

Scheduling in distributed systems: A cloud computing perspective

LF Bittencourt, A Goldman, ERM Madeira… - Computer science …, 2018 - Elsevier
Scheduling is essentially a decision-making process that enables resource sharing among a
number of activities by determining their execution order on the set of available resources …

A hybrid genetic algorithm for scientific workflow scheduling in cloud environment

H Aziza, S Krichen - Neural Computing and Applications, 2020 - Springer
Nowadays, we live an unprecedented evolution in cloud computing technology that
coincides with the development of the vast amount of complex interdependent data which …

Scheduling for workflows with security-sensitive intermediate data by selective tasks duplication in clouds

H Chen, X Zhu, D Qiu, L Liu, Z Du - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the wide deployment of cloud computing in many business enterprises as well as
science and engineering domains, high quality security services are increasingly critical for …

Taxonomies of workflow scheduling problem and techniques in the cloud

S Smanchat, K Viriyapant - Future Generation Computer Systems, 2015 - Elsevier
Scientific workflows, like other applications, benefit from the cloud computing, which offers
access to virtually unlimited resources provisioned elastically on demand. In order to …

Task duplication-based scheduling algorithm for budget-constrained workflows in cloud computing

F Yao, C Pu, Z Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
Workflow scheduling is crucial to the efficient operation of cloud platforms, and has attracted
a lot of attention. Up to now, many algorithms have been reported to schedule workflows …