Containerized microservices: A survey of resource management frameworks

LM Al Qassem, T Stouraitis, E Damiani… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The growing adoption of microservice architectures (MSAs) has led to major research and
development efforts to address their challenges and improve their performance, reliability …

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 …

AI-Driven Resource Allocation Framework for Microservices in Hybrid Cloud Platforms

B Barua, MS Kaiser - arxiv preprint arxiv:2412.02610, 2024 - arxiv.org
The increasing demand for scalable, efficient resource management in hybrid cloud
environments has led to the exploration of AI-driven approaches for dynamic resource …

Drpc: Distributed reinforcement learning approach for scalable resource provisioning in container-based clusters

H Bai, M Xu, K Ye, R Buyya, C Xu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Microservices have transformed monolithic applications into lightweight, self-contained, and
isolated application components, establishing themselves as a dominant paradigm for …

LSRAM: A Lightweight Autoscaling and SLO Resource Allocation Framework for Microservices Based on Gradient Descent

K Hu, M Xu, K Ye, C Xu - Software: Practice and Experience, 2024 - Wiley Online Library
Objective The microservices architecture has become a dominant paradigm in cloud
computing due to its advantages in development, deployment, modularity, and scalability …

[HTML][HTML] Trust your local scaler: A continuous, decentralized approach to autoscaling

M Straesser, S Geissler, S Lange, LK Schumann… - Performance …, 2025 - Elsevier
Autoscaling is a critical component of modern cloud computing environments, improving
flexibility, efficiency, and cost-effectiveness. Current approaches use centralized autoscalers …

Optimizing Cloud Performance: A Microservice Scheduling Strategy for Enhanced Fault-Tolerance, Reduced Network Traffic, and Lower Latency

A Alelyani, A Datta, GM Hassan - IEEE Access, 2024 - ieeexplore.ieee.org
The emergence of microservice architecture has brought significant advancements in
software development, offering improved scalability and availability of applications. Cloud …

StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications

L Wen, M Xu, SS Gill, MH Hilman, SN Srirama… - arxiv preprint arxiv …, 2024 - arxiv.org
Microservice architecture has transformed traditional monolithic applications into lightweight
components. Scaling these lightweight microservices is more efficient than scaling servers …

Disruption-aware Microservice Re-orchestration for Cost-efficient Multi-cloud Deployments

M Zambianco, S Cretti, D Siracusa - arxiv preprint arxiv:2501.16143, 2025 - arxiv.org
Multi-cloud environments enable a cost-efficient scaling of cloud-native applications across
geographically distributed virtual nodes with different pricing models. In this context, the …

TempoScale: A Cloud Workloads Prediction Approach Integrating Short-Term and Long-Term Information

L Wen, M Xu, AN Toosi, K Ye - arxiv preprint arxiv:2405.12635, 2024 - arxiv.org
Cloud native solutions are widely applied in various fields, placing higher demands on the
efficient management and utilization of resource platforms. To achieve the efficiency, load …