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 …

Differential privacy-based blockchain for industrial internet-of-things

K Gai, Y Wu, L Zhu, Z Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Contemporarily, two emerging techniques, blockchain and edge computing, are driving a
dramatical rapid growth in the field of Internet-of-Things (IoT). Benefits of applying edge …

An improved genetic algorithm for task scheduling in the cloud environments using the priority queues: formal verification, simulation, and statistical testing

B Keshanchi, A Souri, NJ Navimipour - Journal of Systems and Software, 2017 - Elsevier
Cloud computing is a new platform to manage and provide services on the internet. Lately,
researchers have paid attention a lot to this new subject. One of the reasons to have high …

Task scheduling for multi-cloud computing subject to security and reliability constraints

QH Zhu, H Tang, JJ Huang… - IEEE/CAA Journal of …, 2021 - ieeexplore.ieee.org
The rise of multi-cloud systems has been spurred. For safety-critical missions, it is important
to guarantee their security and reliability. To address trust constraints in a heterogeneous …

MOWS: multi-objective workflow scheduling in cloud computing based on heuristic algorithm

F Abazari, M Analoui, H Takabi, S Fu - Simulation Modelling Practice and …, 2019 - Elsevier
Cloud computing is emerging with growing popularity in workflow scheduling, especially for
scientific workflow. Deploying data-intensive workflows in the cloud brings new factors to be …

Resource scheduling methods for cloud computing environment: The role of meta-heuristics and artificial intelligence

R Aron, A Abraham - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
The growth and development of scientific applications have demanded the creation of
efficient resource management systems. Resource provisioning and scheduling are two …

A security and cost aware scheduling algorithm for heterogeneous tasks of scientific workflow in clouds

Z Li, J Ge, H Yang, L Huang, H Hu, H Hu… - Future Generation …, 2016 - Elsevier
Security is increasingly critical for various scientific workflows that are big data applications
and typically take quite amount of time being executed on large-scale distributed …

Genetic programming for dynamic workflow scheduling in fog computing

M Xu, Y Mei, S Zhu, B Zhang, T Xiang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
D ynamic W orkflow S cheduling in F og C omputing (DWSFC) is an important optimisation
problem with many real-world applications. The current workflow scheduling problems only …

Multi-objective scheduling for scientific workflow in multicloud environment

H Hu, Z Li, H Hu, J Chen, J Ge, C Li, V Chang - Journal of Network and …, 2018 - Elsevier
Providing resources and services from multiple clouds is becoming an increasingly
promising paradigm. Workflow applications are becoming increasingly computation …