[HTML][HTML] Modern computing: Vision and challenges

SS Gill, H Wu, P Patros, C Ottaviani, P Arora… - … and Informatics Reports, 2024 - Elsevier
Over the past six decades, the computing systems field has experienced significant
transformations, profoundly impacting society with transformational developments, such as …

Auto-scaling techniques for IoT-based cloud applications: a review

S Verma, A Bala - Cluster Computing, 2021 - Springer
Cloud and IoT applications have inquiring effects that can strongly influence today's ever-
growing internet life along with necessity to resolve numerous challenges for each …

Autonomic task scheduling algorithm for dynamic workloads through a load balancing technique for the cloud-computing environment

F Ebadifard, SM Babamir - Cluster Computing, 2021 - Springer
Applying the load balancing technique to allocate requests that dynamically enter the cloud
environment is contributive in maintaining the system stability, reducing the response time …

[HTML][HTML] Robustness challenges in Reinforcement Learning based time-critical cloud resource scheduling: A Meta-Learning based solution

H Liu, P Chen, X Ouyang, H Gao, B Yan… - Future Generation …, 2023 - Elsevier
Cloud computing attracts increasing attention in processing dynamic computing tasks and
automating the software development and operation pipeline. In many cases, the computing …

Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism

J Dogani, F Khunjush, MR Mahmoudi… - The Journal of …, 2023 - Springer
The resources required to service cloud computing applications are dynamic and fluctuate
over time in response to variations in the volume of incoming requests. Proactive …

Why is it not solved yet? challenges for production-ready autoscaling

M Straesser, J Grohmann, J von Kistowski… - Proceedings of the …, 2022 - dl.acm.org
Autoscaling is a task of major importance in the cloud computing domain as it directly affects
both operating costs and customer experience. Although there has been active research in …

[PDF][PDF] Live migration of virtual machines using a mamdani fuzzy inference system

T Alyas, I Javed, A Namoun, A Tufail… - … , Materials & Continua, 2022 - researchgate.net
Efforts were exerted to enhance the live virtual machines (VMs) migration, including
performance improvements of the live migration of services to the cloud. The VMs empower …

K-agrued: A container autoscaling technique for cloud-based web applications in kubernetes using attention-based gru encoder-decoder

J Dogani, F Khunjush, M Seydali - Journal of Grid Computing, 2022 - Springer
Cloud service providers can operate several execution instances on a single physical server
using virtualization technology, which improves resource utilization. In recent years …

An intelligent cloud service composition optimization using spider monkey and multistage forward search algorithms

H Tarawneh, I Alhadid, S Khwaldeh, S Afaneh - Symmetry, 2022 - mdpi.com
Web service composition allows developers to create and deploy applications that take
advantage of the capabilities of service-oriented computing. Such applications provide the …

Elasticity unleashed: Fine-grained cloud scaling through distributed three-way decision fusion with multi-head attention

C Jiang, Y Duan - Information Sciences, 2024 - Elsevier
With the proliferation of cloud computing, elastic resource scaling has emerged as a critical
challenge. Cloud platforms must efficiently allocate resources to match dynamic workloads …