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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 …
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 …
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
Recently introduced by CISCO, the fog computing paradigm extends cloud-based
computing services near the Internet of Things (IoT) devices to serve their applications …
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 …
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 …
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 …
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 …
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 …
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 …
resource management and strong security protocols in data centers. This dissertation …