Towards metaheuristic scheduling techniques in cloud and fog: an extensive taxonomic review

RM Singh, LK Awasthi, G Sikka - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Task scheduling is a critical issue in distributed computing environments like cloud and fog.
The objective is to provide an optimal distribution of tasks among the resources. Several …

[HTML][HTML] Improved bald eagle search algorithm for global optimization and feature selection

A Chhabra, AG Hussien, FA Hashim - Alexandria Engineering Journal, 2023 - Elsevier
The use of metaheuristics is one of the most encouraging methodologies for taking care of
real-life problems. Bald eagle search (BES) algorithm is the latest swarm-intelligence …

Eeoa: cost and energy efficient task scheduling in a cloud-fog framework

MS Kumar, GR Karri - Sensors, 2023 - mdpi.com
Cloud-fog computing is a wide range of service environments created to provide quick,
flexible services to customers, and the phenomenal growth of the Internet of Things (IoT) has …

Hybrid classifier-based federated learning in health service providers for cardiovascular disease prediction

MM Yaqoob, M Nazir, MA Khan, S Qureshi… - Applied Sciences, 2023 - mdpi.com
One of the deadliest diseases, heart disease, claims millions of lives every year worldwide.
The biomedical data collected by health service providers (HSPs) contain private …

Improving whale optimization algorithm with elite strategy and its application to engineering-design and cloud task scheduling problems

S Chakraborty, AK Saha, A Chhabra - Cognitive Computation, 2023 - Springer
The whale optimization algorithm (WOA), a biologically inspired optimization technique, is
known for its straightforward design and effectiveness. Despite many advantages, it has …

Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic

A Chhabra, KC Huang, N Bacanin… - The Journal of …, 2022 - Springer
Usually, a large number of concurrent bag-of-tasks (BoTs) application execution requests
are submitted to cloud data centers (CDCs), which needs to be optimally scheduled on the …

Use of whale optimization algorithm and its variants for cloud task scheduling: a review

A Mohammadzadeh, A Chhabra, S Mirjalili… - Handbook of Whale …, 2024 - Elsevier
Scheduling is an important issue in distributed computing platforms which decides the
allocation of resources to the user-submitted tasks to optimize certain scheduling objectives …

Energy-aware bag-of-tasks scheduling in the cloud computing system using hybrid oppositional differential evolution-enabled whale optimization algorithm

A Chhabra, SK Sahana, NS Sani, A Mohammadzadeh… - Energies, 2022 - mdpi.com
Bag-of-Tasks (BoT) scheduling over cloud computing resources called Cloud Bag-of-Tasks
Scheduling (CBS) problem, which is a well-known NP-hard optimization problem. Whale …

A novel deep reinforcement learning scheme for task scheduling in cloud computing

K Siddesha, GV Jayaramaiah, C Singh - Cluster computing, 2022 - Springer
Recently, the demand of cloud computing systems has increased drastically due to their
significant use in various real-time online and offline applications. Moreover, it is widely …

FastTTPS: fast approach for video transcoding time prediction and scheduling for HTTP adaptive streaming videos

P Agrawal, A Zabrovskiy, A Ilangovan, C Timmerer… - Cluster …, 2021 - Springer
HTTP adaptive streaming of video content becomes an integrated part of the Internet and
dominates other streaming protocols and solutions. The duration of creating video content …