Auto-scaling techniques in container-based cloud and edge/fog computing: Taxonomy and survey

J Dogani, R Namvar, F Khunjush - Computer Communications, 2023 - Elsevier
The long-held dream of computing as a service was realized with the emergence of cloud
computing. Recently, fog and edge computing have been introduced as extensions of cloud …

[HTML][HTML] Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study

T Theodoropoulos, A Makris, I Kontopoulos… - International Journal of …, 2023 - Elsevier
Abstract The emergence of Multiplayer Mobile Gaming (MMG) applications is intertwined
with a plethora of Quality of Service and Quality of Experience requirements. Resource …

Proactive auto-scaling technique for web applications in container-based edge computing using federated learning model

J Dogani, F Khunjush - Journal of Parallel and Distributed Computing, 2024 - Elsevier
Edge computing has emerged as an attractive alternative to traditional cloud computing by
utilizing processing, network, and storage resources close to end devices, such as Internet …

Intelligent proactive fault tolerance at the edge through resource usage prediction

T Theodoropoulos, J Violos, S Tsanakas… - arXiv preprint arXiv …, 2023 - arxiv.org
The proliferation of demanding applications and edge computing establishes the need for
an efficient management of the underlying computing infrastructures, urging the providers to …

Intelligent multi-domain edge orchestration for highly distributed immersive services: an immersive virtual touring use case

TZ Benmerar, T Theodoropoulos… - … Conference on Edge …, 2023 - ieeexplore.ieee.org
Edge cloud technologies in tandem with AI-enabled solutions can contribute to overcoming
the challenges that pertain the distributed execution of immersive services and contribute …

Greenkube: Towards greener container orchestration using artificial intelligence

T Theodoropoulos, A Makris… - … on Service-Oriented …, 2023 - ieeexplore.ieee.org
This paper introduces the GreenKube framework, which aims to reduce energy consumption
while meeting Quality of Service (QoS) requirements through the use of various AI …

Towards establishing intelligent multi-domain edge orchestration for highly distributed immersive services: a virtual touring use case

TZ Benmerar, T Theodoropoulos, D Fevereiro, L Rosa… - Cluster …, 2024 - Springer
Edge cloud technologies working in conjunction with AI-powered solutions can help
surmount the challenges associated with the distributed execution of immersive services …

A fault detection mechanism for database management systems on mobile edge computing

F Voutsas, J Violos, A Leivadeas - 2023 11th IEEE …, 2023 - ieeexplore.ieee.org
The ever-increasing demand for reliable data storage solutions at mobile edge computing
makes it a necessity to develop timely fault detection mechanisms. In this paper, we address …

A New Approach for Evaluating the Performance of Distributed Latency-Sensitive Services

T Theodoropoulos, J Violos, A Makris… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Conventional latency metrics are formulated based on a broad definition of traditional
monolithic services, and hence lack the capacity to address the complexities inherent in …

NFScaler: AI-Powered 5G-and-Beyond Network Function Scaler for QoS Assurance and Energy Efficiency

AAA Rage, N Wang, R Tafazolli - 2024 IEEE 10th International …, 2024 - ieeexplore.ieee.org
Efficient resource management and orchestration are essential to maximise the benefits of
network slicing in 5G and beyond networks. This paper presents NFScaler, an Artificial …