Containerization is a lightweight application virtualization technology, providing high environmental consistency, operating system distribution portability, and resource isolation …
Cloud computing has rapidly emerged as a model for delivering Internet-based utility computing services. Infrastructure as a Service (IaaS) is one of the most important and …
Y Gebreyesus, D Dalton, S Nixon, D De Chiara… - Future Internet, 2023 - mdpi.com
The need for artificial intelligence (AI) and machine learning (ML) models to optimize data center (DC) operations increases as the volume of operations management data upsurges …
Artificial Intelligence for IT operations (AIOps) aims to combine the power of AI with the big data generated by IT Operations processes, particularly in cloud infrastructures, to provide …
S Ilager, K Ramamohanarao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Thermal management in the hyper-scale cloud data centers is a critical problem. Increased host temperature creates hotspots which significantly increases cooling cost and affects …
To increase utilization, datacenter schedulers often overcommit resources where the sum of resources allocated to the tasks on a machine exceeds its physical capacity. Setting the right …
This article comprehensively reviews the emerging concept of Internet of Intelligent Things (IoIT), adopting an integrated perspective centred on the areas of embedded systems, edge …
The emergence of ML in various cloud system management tasks (eg, workload autoscaling and job scheduling) has become a core driver of ML-centric cloud platforms. However, there …
G Zhou, W Tian, R Buyya, R Xue, L Song - Artificial Intelligence Review, 2024 - Springer
With the acceleration of the Internet in Web 2.0, Cloud computing is a new paradigm to offer dynamic, reliable and elastic computing services. Efficient scheduling of resources or …