Utilizing convolutional neural networks for resource allocation bottleneck analysis in cloud ecosystems

Aditi, VK Prasad, VC Gerogiannis, A Kanavos… - Cluster …, 2025 - Springer
As cloud computing continues to evolve, efficiently managing resource allocation and
resolving system bottlenecks remain pivotal challenges. This paper explores the application …

Unchaining Microservice Chains: Machine Learning Driven Optimization in Cloud Native Systems

M Gokan Khan - 2023 - diva-portal.org
As the cloud native landscape flourishes, microservices emerge as a central pillar for
contemporary software development, enabling agility, resilience, and scalability in modern …

A Solution for Goal-oriented Policy Refinement in NFV Management and Orchestration Systems

M Bonfim, F Freitas, S Fernandes - Anais Estendidos do XXXIX …, 2021 - sol.sbc.org.br
In this thesis, we propose an automated policy refinement procedure for NFV-MANO
systems based on planning and description logic reasoning. It is implemented in ATOM, a …

A solution for goal-oriented policy refinement in NFV manegement and orchestration systems

MS BONFIM - 2020 - bdtd.ibict.br
Some studies are tackling the integration of Network Function Virtualization (NFV) and
Software-Defined Networking (SDN) in different environments (eg, Cloud Computing and …

[PDF][PDF] Identificação de Gargalos em SFC para Gerenciamento de Elasticidade de Serviços

A Heideker - 2021 - researchgate.net
Na ultima década observou-se um grande movimento de virtualização e softwarização,
promovendo a ampla adoção do paradigma de computação em nuvem, reduzindo …

[引用][C] Design and application of physical contextual computers

V Shirmohammadli - 2024 - Simon Fraser University