GMM-LSTM: a component driven resource utilization prediction model leveraging LSTM and gaussian mixture model

S Garg, R Ahuja, R Singh, I Perl - Cluster Computing, 2023 - Springer
Nowadays, Cloud services are gaining importance among users due to their cost-
effectiveness and highly scalable resources. To meet the user's demands, several data …

Adaptive workload management in cloud computing for service level agreements compliance and resource optimization

O Ghandour, S El Kafhali, M Hanini - Computers and Electrical Engineering, 2024 - Elsevier
The rapid emergence of cloud computing has introduced significant challenges in managing
workloads, which is crucial for maintaining efficiency and reliability. Effective workload …

A novel approach for new architecture for green data centre

AA Al-Fatlawi, I Al-Barazanchi - Bulletin of Electrical Engineering and …, 2023 - beei.org
The massive energy usage of data centers may be traced in part to the growing number of
data centers and workstations because of economies of scale for cloud computing. It does …

[PDF][PDF] An optimized cost-based data allocation model for heterogeneous distributed computing systems.

S Tarun, MK Dubey, RS Batth, S Kaur - International Journal of …, 2022 - academia.edu
Continuous attempts have been made to improve the flexibility and effectiveness of
distributed computing systems. Extensive effort in the fields of connectivity technologies …

Comparative analysis of cloud resources forecasting using deep learning techniques based on VM workload traces

PK Kollu, TS Janjanam, KS Siram - Transactions on Emerging …, 2024 - Wiley Online Library
The major cost of running a cloud is power consumption. Under‐utilization of resources that
are kept idly on, over‐allocation of resources, and so on, are a few reasons for excessive …

Prediction of power consumption utilization in a cloud computing data centre using kalman filter parameters with genetic algorithm

R Afolabi, A Bamidele… - Indonesian Journal of …, 2023 - section.iaesonline.com
Data Centre (DC) has become a critical computing infrastructure that is essential to modern
society by providing services such as cloud computing, Internet of Things (IoT) and big data …

[PDF][PDF] Energy efficient and privacy protection window system for smart home using polymer-dispersed liquid crystals glass

ARH Alhawari, AH Almawgani, H Alghamidi… - International Journal of …, 2022 - academia.edu
Hot climates smart home system is steadily advancing recently. The main concern is energy
efficiency particularly in the Arabian Gulf region. Privacy is another prioritized concern …

[PDF][PDF] AI-Driven Resource Management in Cloud Computing: A Review

V Ramamoorthi - researchgate.net
Cloud computing has revolutionized the delivery of computational resources by providing
scalable and elastic infrastructure. However, the increasing complexity of cloud …

[引用][C] Optimized scheduling of scientific workflows based on iterated local search

A Jihad, S Al-Janabi, E Yassen - 2022 - Indonesian Journal of Electrical …