Auto-scaling techniques in container-based cloud and edge/fog computing: Taxonomy and survey
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 …
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
Abstract The emergence of Multiplayer Mobile Gaming (MMG) applications is intertwined
with a plethora of Quality of Service and Quality of Experience requirements. Resource …
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 …
utilizing processing, network, and storage resources close to end devices, such as Internet …
Intelligent proactive fault tolerance at the edge through resource usage prediction
The proliferation of demanding applications and edge computing establishes the need for
an efficient management of the underlying computing infrastructures, urging the providers to …
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 …
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 …
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 …
surmount the challenges associated with the distributed execution of immersive services …
A fault detection mechanism for database management systems on mobile edge computing
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 …
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
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 …
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
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 …
network slicing in 5G and beyond networks. This paper presents NFScaler, an Artificial …