Survey on edge computing security

H Zeyu, X Geming, W Zhaohang… - … Conference on Big Data …, 2020 - ieeexplore.ieee.org
With the advent of the Internet of Everything, emerging application scenarios including
autonomous driving, immersive games based on VR or AR technology, and Industrial …

Proactive failure-aware task scheduling framework for cloud computing

Y Alahmad, T Daradkeh, A Agarwal - IEEE Access, 2021 - ieeexplore.ieee.org
Cloud computing is a widely adopted platform for executing tasks of different application
types that belong to the end users. In the cloud, application task is prone to failure for several …

Auto-adaptive fault prediction system for edge cloud environments in the presence of concept drift

B Shayesteh, C Fu, A Ebrahimzadeh… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
6G networks are envisioned to be trustworthy systems that can self-maintain their reliability
and service availability. The ability to automatically recognize and predict any faults or …

Detecting and localizing anomalies in container clusters using Markov models

A Samir, C Pahl - Electronics, 2020 - mdpi.com
Detecting the location of performance anomalies in complex distributed systems is critical to
ensuring the effective operation of a system, in particular, if short-lived container …

Auto-Scaling Containerized Applications in Geo-Distributed Clouds

T Shi, H Ma, G Chen, S Hartmann - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As a lightweight and flexible infrastructure solution, containers have increasingly been used
for application deployment on a global scale. By rapidly scaling containers at different …

Automated concept drift handling for fault prediction in edge clouds using reinforcement learning

B Shayesteh, C Fu, A Ebrahimzadeh… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Fault management systems that use real-time analytics based on Machine Learning (ML)
help provide the reliability required in edge clouds, though they suffer from frequent changes …

Self-adaptive healing for containerized cluster architectures with hidden Markov models

A Samir, C Pahl - 2019 Fourth International Conference on Fog …, 2019 - ieeexplore.ieee.org
Edge cloud environments are often build as virtualized coordinated clusters of possibly
heterogeneous devices. In the emerging of cluster platforms like Kubernetes or Docker …

Survey of fault management techniques for edge-enabled distributed metaverse applications

S Shaikh, M Jammal - Computer Networks, 2024 - Elsevier
The metaverse, envisioned as a vast, distributed virtual world, relies on edge computing for
low-latency data processing. However, ensuring fault tolerance-the system's ability to handle …

Lightweight Fault Prediction Method for Edge Networks

Y Yang, J Mei, Z Zhang, Y Long, A Liu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The occurrence of faults increases in edge networks as the service types and component
architecture become increasingly complex. Traditional centralized cloud fault prediction …

Autoscaling recovery actions for container‐based clusters

A Samir, C Pahl - Concurrency and Computation: Practice and …, 2021 - Wiley Online Library
In cloud computing, resizing component resources is often limited by the available resources
offered by a provider. After reaching a resource limit, a component cannot acquire more …