A comprehensive review of AI techniques for resource management in fog computing: Trends, challenges and future directions
D Alsadie - IEEE Access, 2024 - ieeexplore.ieee.org
Fog computing (FC), extending cloud services to the network edge, has emerged as a key
paradigm for low-latency applications like the Internet of Things (IoT). However, efficient …
paradigm for low-latency applications like the Internet of Things (IoT). However, efficient …
Prediction-based scheduling techniques for cloud data center's workload: a systematic review
A cloud data center provides various facilities such as storage, data accessibility, and
running many specific applications on cloud resources. The unpredictable demand for …
running many specific applications on cloud resources. The unpredictable demand for …
An energy aware resource allocation based on combination of CNN and GRU for virtual machine selection
The use of cloud computing service models is rapidly increasing, but inefficient resource
usage in cloud data centers can lead to great energy consumption and costs. To address …
usage in cloud data centers can lead to great energy consumption and costs. To address …
Data-driven adaptive prediction of cloud resource usage
Predicting computing resource usage in any system allows optimized management of
resources. As cloud computing is gaining popularity, the urgency of accurate prediction is …
resources. As cloud computing is gaining popularity, the urgency of accurate prediction is …
QoS-aware cloud resource prediction for computing services
Computing services are increasingly located in computing clouds, which allows for on-
demand scalability but may also increase operating costs. It is believed that cloud expenses …
demand scalability but may also increase operating costs. It is believed that cloud expenses …
Apriori Algorithm Based Approach for Improving QoS and SLA Guarantee in IaaS Clouds Using Pattern-Based Service-Oriented Architecture
H Godhrawala, R Sridaran - SN Computer Science, 2023 - Springer
Cloud computing is a modern computing technology. The integration of fog computing, edge
computing, mist computing, IoT, 5G, etc. with cloud computing adds immense power to cloud …
computing, mist computing, IoT, 5G, etc. with cloud computing adds immense power to cloud …
Applying Machine Learning in Cloud Service Price Prediction: The Case of Amazon IaaS
When exploring alternative cloud solution designs, it is important to also consider cost. Thus,
having a comprehensive view of the cloud market and future price evolution allows well …
having a comprehensive view of the cloud market and future price evolution allows well …
A comprehensive survey on sustainable resource management in cloud computing environments
Sustainable resource management within a cloud computing environment is a highly critical
and prominently studied research topic. In this context, this paper presented a …
and prominently studied research topic. In this context, this paper presented a …
Anomaly detection in the context of long-term cloud resource usage planning
P Nawrocki, W Sus - Knowledge and Information Systems, 2022 - Springer
This paper describes a new approach to automatic long-term cloud resource usage
planning with a novel hybrid anomaly detection mechanism. It analyzes existing anomaly …
planning with a novel hybrid anomaly detection mechanism. It analyzes existing anomaly …
OSCAR-P and amllibrary: performance profiling and prediction of computing continua applications
This paper proposes an auto-profiling tool for OSCAR, an open-source platform able to
support serverless computing in cloud and edge environments. The tool, named OSCAR-P …
support serverless computing in cloud and edge environments. The tool, named OSCAR-P …