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 …

Efficient autonomic and elastic resource management techniques in cloud environment: taxonomy and analysis

MAN Saif, SK Niranjan, HDE Al-Ariki - Wireless Networks, 2021 - Springer
Resource management (RM) is a challenging task in a cloud computing environment where
a large number of virtualized, heterogeneous, and distributed resources are hosted in the …

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 …

A comprehensive survey on load and resources management techniques in the homogeneous and heterogeneous cloud environment

R Kaur, S Verma, NZ Jhanjhi… - Journal of Physics …, 2021 - iopscience.iop.org
Resource scheduling is a challenging job in multi-cloud environments. The multi-cloud
technology attracted much research to work on it and look forward to solving the problems of …

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 …

Intelligent VNF placement to mitigate DDoS attacks on industrial IoT

GW De Oliveira, M Nogueira… - … on Network and …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has undergone rapid popularization, reaching a wide range of
application domains, such as manufactures. Hence, more and more heterogeneous IoT …

Multi-criteria HPC task scheduling on IaaS cloud infrastructures using meta-heuristics

A Chhabra, G Singh, KS Kahlon - Cluster Computing, 2021 - Springer
With the rapid increase in the use of cloud computing systems, an efficient task scheduling
policy, which deals with the assignment of tasks to resources, is required to obtain maximum …

[PDF][PDF] Cloud-Based Reliability Engineering: Strategies for Ensuring High Availability and Performance

S Tatineni - International Journal of Science and Research (IJSR), 2023 - academia.edu
Cloud reliability engineering has ascended to the forefront of cloud service concerns. Cloud
service providersenter into service-level agreements (SLAs) that promise specified …

Improving the mean-field fluid model of processor sharing queueing networks for dynamic performance models in cloud computing

J Ruuskanen, T Berner, KE Arzen… - ACM SIGMETRICS …, 2022 - dl.acm.org
Resource management in cloud computing is a difficult problem, as one needs to balance
between adequate service to clients and cost minimization in a dynamic environment of …

Resource management in cloud computing using machine learning: A survey

S Goodarzy, M Nazari, R Han, E Keller… - 2020 19th IEEE …, 2020 - ieeexplore.ieee.org
Efficient resource management in cloud computing research is a crucial problem because
resource over-provisioning increases costs for cloud providers and cloud customers; …