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 …

An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty

Z Zhang, M Zhao, H Wang, Z Cui, W Zhang - Information Sciences, 2022 - Elsevier
Task scheduling is an important research direction in cloud computing. The current research
on task scheduling considers mainly the design of scheduling strategies and algorithms and …

Multi-objective cost-aware bag-of-tasks scheduling optimization model for IoT applications running on heterogeneous fog environment

S Seifhosseini, MH Shirvani, Y Ramzanpoor - Computer Networks, 2024 - Elsevier
Recently introduced by CISCO, the fog computing paradigm extends cloud-based
computing services near the Internet of Things (IoT) devices to serve their applications …

A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach

Y Asghari Alaie, M Hosseini Shirvani… - The Journal of …, 2023 - Springer
Heterogeneous cloud datacenters are well-suited and cost-efficient platforms for execution
of scientific workflows requested from academics. Workflow scheduling algorithms have …

A dynamic multipopulation genetic algorithm for multiobjective workflow scheduling based on the longest common sequence

H Qiu, X **a, Y Li, X Deng - Swarm and Evolutionary Computation, 2023 - Elsevier
A cloud workflow scheduling problem is extremely challenging for its large scale and the
elasticity and heterogeneity of cloud resources. In this paper, we model a cloud workflow …

An energy-efficient task scheduling method for heterogeneous cloud computing systems using capuchin search and inverted ant colony optimization algorithm

S Rostami, A Broumandnia… - The Journal of …, 2024 - Springer
Cloud computing (CC) is a computing paradigm to satisfy end users' computing and storage
needs. Cloud data centers (DC) must continuously improve their performance due to the …

Hybrid cloud-fog computing workflow application placement: Joint consideration of reliability and time credibility

MI Khaleel - Multimedia Tools and Applications, 2023 - Springer
The fast evolution of the Internet of Things (IoT) marketplace demands real-time interactive
services. Cloud computing systems aim to harness remote data center-based computing …

Response-time tail mitigation in cloud systems

A Althoubi, H Peyravi - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Response time is one of the most important metrics in cloud data centers that measure
application performance and availability. The response time depends on how the scheduler …

Next-Generation Cloud Data Center Management: Performance Optimization and Security Threat Mitigation

AY Althoubi - 2024 - search.proquest.com
The rapid expansion of cloud computing has led to a surge in the requirement for effective
resource management and strong security protocols in data centers. This dissertation …