RWWO: an effective strategy for workflow scheduling in cloud computing with predicted energy using Deep Maxout Network

NR Gogireddy, PK Singamsetty - Energy Harvesting and Systems, 2021 - degruyter.com
Workflow scheduling is the recent researching area in the cloud environment, in which user
satisfaction based on the cost and bandwidth is the most challenging task. Several research …

Bi-objective task scheduling in cloud data center using whale optimization algorithm

S Sobhanayak, IKA Mendes, K Jaiswal - Advances in Data Computing …, 2022 - Springer
Workflow scheduling in clouds refers to mapping workflow tasks to the cloud resources to
optimize some objective function. Workflow scheduling is a crucial component behind the …

Regressive whale optimization for workflow scheduling in cloud computing

G Narendrababu Reddy… - International Journal of …, 2019 - World Scientific
Cloud computing is the advancing technology that aims at providing services to the
customers with the available resources in the cloud environment. When the multiple users …

EM_WOA: A budget-constrained energy consumption optimization approach for workflow scheduling in clouds

L Zhang, L Wang, M Xiao, Z Wen, C Peng - Peer-to-Peer Networking and …, 2022 - Springer
Cloud computing brings convenience to users worldwide in the era of green computing.
However, massive data computation requires equally large amounts of energy, thereby …

An Extended Intelligent Water Drop Strategy for Process Scheduler in Cloud

NK Pandey, AK Mishra, V Kumar - 2021 5th International …, 2021 - ieeexplore.ieee.org
Cloud computing is a most emerging paradigm with high resource power for working in most
heterogeneous computing environment. Cloud computing provides the collection of …

Improved harris hawks optimization algorithm for workflow scheduling challenge in cloud–edge environment

M Zivkovic, T Bezdan, I Strumberger, N Bacanin… - Computer networks, big …, 2021 - Springer
Edge computing is a relatively novel technology, which is closely related to the concepts of
the Internet of things and cloud computing. The main purpose of edge computing is to bring …

An Efficient Task Scheduling for Cloud Computing Platforms Using Energy Management Algorithm: A Comparative Analysis of Workflow Execution Time

A Ahmed, M Adnan, S Abdullah, I Ahmad… - IEEE …, 2024 - ieeexplore.ieee.org
Cloud computing platform offers numerous applications and resources such as data storage,
databases, and network building. However, efficient task scheduling is crucial for …

A multi-objective based scheduling framework for effective resource utilization in cloud computing

PV Reddy, KG Reddy - IEEE Access, 2023 - ieeexplore.ieee.org
Cloud computing is a promising platform for running massive workflow applications based
on a pay-per-use model. In cloud computing, the reduction of energy consumption and …

Efficient budget aware workflow scheduling in cloud using adaptive Tasmanian Devil Optimization algorithm

S Nivethithai, B Hariharan - Multimedia Tools and Applications, 2024 - Springer
In order to decrease energy usage in cloud computing, we design the Efficient Budget aware
Workflow Scheduling Algorithm (EBWSM) in this study. To achieve this concept, an adaptive …

Hybrid heuristic algorithm for better energy optimization and resource utilization in cloud computing

AAH Al-Mahruqi, G Morison, BG Stewart… - Wireless Personal …, 2021 - Springer
Energy-efficient execution of the scientific workflow is a challenging task in cloud computing
that demands high-performance computing to process growing datasets. Due to the …