Security challenges for workflow allocation model in cloud computing environment: a comprehensive survey, framework, taxonomy, open issues, and future directions

M Alam, M Shahid, S Mustajab - The Journal of Supercomputing, 2024 - Springer
In cloud computing environment, the workflow allocation mainly focuses on task assignment
to satisfy the quality-of-service (QoS) standards and workload balancing by the best use of …

Surgical cases assignment problem using a multi-objective squirrel search algorithm

L Zhu, Y Zhou, R Jiang, Q Su - Expert Systems with Applications, 2024 - Elsevier
Surgical cases assignment problem (SCAP) is among the most investigated interests in
operating room planning. The studies related to the SCAP are mainly focused on the single …

Deep reinforcement learning-based scheduling in distributed systems: a critical review

Z Jalali Khalil Abadi, N Mansouri, MM Javidi - Knowledge and Information …, 2024 - Springer
Many fields of research use parallelized and distributed computing environments, including
astronomy, earth science, and bioinformatics. Due to an increase in client requests, service …

Parallel Enhanced Whale Optimization Algorithm for Independent Tasks Scheduling on Cloud Computing

ZA Khan, IA Aziz, NAB Osman, S Nabi - IEEE Access, 2024 - ieeexplore.ieee.org
Cloud computing has been imperative for computing systems worldwide since its inception.
The researchers strive to leverage the efficient utilization of cloud resources to execute …

Variable Neighborhood Search for precedence-constrained tasks optimization on heterogeneous systems

AHG Ruiz, AAS Pineda, JAC Rocha, SI Martínez… - Expert Systems with …, 2024 - Elsevier
Supercomputing power is one of the fundamental pillars of the digital society, which
depends on the accurate scheduling of parallel applications in High-Performance …

Allocating energy-objective aware workflow in distributed edge micro data centres

MM Kadum, X Deng - The Journal of Supercomputing, 2024 - Springer
A workflow is sent from the internet of things (IoT) in the real world to a distributed edge
micro data centre (EMDC), which is assigned to various resources for the necessary …

Multi-objective task scheduling based on PSO-Ring and intuitionistic fuzzy set

B Mohammad Hasani Zade, N Mansouri, MM Javidi - Cluster Computing, 2024 - Springer
The task scheduler belongs to the NP-complete problem, so it is very challenging in the
cloud environment to develop one with reasonable performance and computation speed …

PredictOptiCloud: A hybrid framework for predictive optimization in hybrid workload cloud task scheduling

J Sugan - Simulation Modelling Practice and Theory, 2024 - Elsevier
In the realm of e-commerce, the growing complexity of dynamic workloads and resource
management poses a substantial challenge for platforms aiming to optimize user …

Real-time scheduling of power grid digital twin tasks in cloud via deep reinforcement learning

D Qi, X Xi, Y Tang, Y Zheng, Z Guo - Journal of Cloud Computing, 2024 - Springer
As energy demand continues to grow, it is crucial to integrate advanced technologies into
power grids for better reliability and efficiency. Digital Twin (DT) technology plays a key role …

Variable Neighborhood Search for precedence-constrained tasks optimization on heterogeneous systems

AH García Ruiz, AA Santiago Pineda… - 2024 - dl.acm.org
Supercomputing power is one of the fundamental pillars of the digital society, which
depends on the accurate scheduling of parallel applications in High-Performance …