[HTML][HTML] Workflow migration in uncertain edge computing environments based on interval many-objective evolutionary algorithm

Z Shi, T Zhao, Q Li, Z Zhang, Z Cui - Egyptian Informatics Journal, 2023 - Elsevier
In edge computing (EC), when the edge server (ES) is processing tasks delivered by the
mobile devices (MDs), the MDs move outside the coverage of the ES, where task migration …

A many-objective evolutionary algorithm for solving computation offloading problems under uncertain communication conditions

Q Li, Z Shi, Z Xue, Z Cui, Y Xu - Computer Communications, 2024 - Elsevier
Computation offloading is a critically important technology in the field of edge computing,
enabling improved conditions for task computation. Existing studies on computation …

Multi objective prioritized workflow scheduling using deep reinforcement based learning in cloud computing

S Mangalampalli, SS Hashmi, A Gupta, GR Karri… - IEEE …, 2024 - ieeexplore.ieee.org
Workflow Scheduling is a huge challenge in cloud paradigm as many number of workflows
dynamically generated from various heterogeneous resources and task dependencies in …

A knowledge graph-based many-objective model for explainable social recommendation

X Cai, W Guo, M Zhao, Z Cui… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As an application area of social computing, social recommendation aims to exploit the
richness of social relationships to improve recommendation accuracy. Current research …

Dynamic multi-objective workflow scheduling for combined resources in cloud

Y Zhang, L Wu, M Li, T Zhao, X Cai - Simulation Modelling Practice and …, 2023 - Elsevier
Cloud resource providers offer idle resources to users as spot instances. The price of the
instances changes with market supply and demand, and the dynamic price can have a …

Fairness model considering satisfaction and preferences for service scheduling on electronic platforms in construction industry

J Yang, B Zhong - Expert Systems with Applications, 2024 - Elsevier
Advancements of electronic platforms in construction industry makes it possible for
construction service scheduling (CSS). However, fairness concerns in CSS, such as …

Cooperative interference to achieve interval many-objective evolutionary algorithm for association privacy secure computing migration

Z Cui, Z Shi, Q Li, T Zhao, W Zhang, J Chen - Expert Systems with …, 2024 - Elsevier
In this paper, we study secure computing migration scenarios in uncertain environments with
the presence of multiple malicious eavesdroppers (MEs). Specifically, when edge servers …

A novel multi‐objective immune optimization algorithm for under sampling software defect prediction problem

T Ye, W Li, J Zhang, Z Cui - Concurrency and Computation …, 2023 - Wiley Online Library
Data imbalance and parameter selection have always been two important factors affecting
the accuracy of software defect prediction. However, the existing methods have been poor in …

[PDF][PDF] Many-objective optimization-based task scheduling in hybrid cloud environments.

M Zhao, Z Zhang, T Fan, W Guo… - … -Computer Modeling in …, 2023 - cdn.techscience.cn
Due to the security and scalability features of hybrid cloud architecture, it can better meet the
diverse requirements of users for cloud services. And a reasonable resource allocation …

[PDF][PDF] Research on scheduling of two types of tasks in multi-cloud environment based on multi-task optimization algorithm

C Yi, T Zhao, X Cai, J Chen - J Appl Anal Comput, 2024 - jaac-online.com
The multi-cloud environment (MCE) tasks can be classified as CPU-intensive or I/O-
intensive. Using a single model to handle two tasks often results in system performance …