AI-based fog and edge computing: A systematic review, taxonomy and future directions
Resource management in computing is a very challenging problem that involves making
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …
Machine learning-based orchestration of containers: A taxonomy and future directions
Containerization is a lightweight application virtualization technology, providing high
environmental consistency, operating system distribution portability, and resource isolation …
environmental consistency, operating system distribution portability, and resource isolation …
Toward sustainable serverless computing
P Patros, J Spillner, AV Papadopoulos… - IEEE Internet …, 2021 - ieeexplore.ieee.org
Although serverless computing generally involves executing short-lived “functions,” the
increasing migration to this computing paradigm requires careful consideration of energy …
increasing migration to this computing paradigm requires careful consideration of energy …
A survey on resource management for cloud native mobile computing: opportunities and challenges
Fifth-generation mobile communication networks (5G)/Beyond 5G (B5G) can achieve higher
data rates, more significant connectivity, and lower latency to provide various mobile …
data rates, more significant connectivity, and lower latency to provide various mobile …
Self-adaptive systems: A systematic literature review across categories and domains
Context: Championed by IBM's vision of autonomic computing paper in 2003, the autonomic
computing research field has seen increased research activity over the last 20 years …
computing research field has seen increased research activity over the last 20 years …
Software compliance in various industries using ci/cd, dynamic microservices, and containers
P Dakić - Open Computer Science, 2024 - degruyter.com
The microservices architecture is widely used in modern businesses due to its ability to offer
speed, efficiency, adaptability, autonomy, and usability. On the other hand, this architectural …
speed, efficiency, adaptability, autonomy, and usability. On the other hand, this architectural …
Severity: a QoS-aware approach to cloud application elasticity
A Tsagkaropoulos, Y Verginadis… - Journal of Cloud …, 2021 - Springer
While a multitude of cloud vendors exist today offering flexible application hosting services,
the application adaptation capabilities provided in terms of autoscaling are rather limited. In …
the application adaptation capabilities provided in terms of autoscaling are rather limited. In …
Auto-Scaling Containerized Applications in Geo-Distributed Clouds
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 …
for application deployment on a global scale. By rapidly scaling containers at different …
Towards a Robust On-line Performance Model Identification for Change Impact Prediction
Y Rouf, J Mukherjee, M Litoiu - 2023 IEEE/ACM 18th …, 2023 - ieeexplore.ieee.org
In self-adaptive systems, model-based control assumes decisions are taken based on a
model that is identified at run-time. The model is built by measuring the control inputs …
model that is identified at run-time. The model is built by measuring the control inputs …
The weakest link: Revealing and modeling the architectural patterns of microservice applications
Cloud microservice applications comprise interconnected services packed into containers.
Such applications generate complex communication patterns among their microservices …
Such applications generate complex communication patterns among their microservices …