Sinan: ML-based and QoS-aware resource management for cloud microservices

Y Zhang, W Hua, Z Zhou, GE Suh… - Proceedings of the 26th …, 2021 - dl.acm.org
… between microservices on end-to-end performance. We present Sinan, a scalable and QoS-…
resource manager for interactive cloud microservices. Instead of tasking the user or cloud

Run wild: Resource management system with generalized modeling for microservices on cloud

S Choochotkaew, T Chiba, S Trent… - … Computing (CLOUD), 2021 - ieeexplore.ieee.org
… , a resource management system that solves the optimization problem for microservice … we
designed is placed on top of the de facto cloud platform standard, Kubernetes [10], to control …

Service resource management in edge computing based on microservices

CC Liu, CC Huang, CW Tseng… - … Conference on Smart …, 2019 - ieeexplore.ieee.org
resources are less than cloud computing resources, and the need to use low coupling and
autonomous features in microservices … of microservices, we propose a microservices platform …

Erms: Efficient resource management for shared microservices with SLA guarantees

S Luo, H Xu, K Ye, G Xu, L Zhang, J He… - Proceedings of the 28th …, 2022 - dl.acm.org
resource management system, namely Erms, for guaranteeing SLAs in shared microservice
… a rapid emergence and wide adoption of microservice architecture in cloud data centers [4…

Microservices management on cloud/edge environments

A Carrusca, MC Gomes, J Leitão - … France, October 28–31, 2019, Revised …, 2020 - Springer
… nodes in the cloud/edge, and the service management component and associated …
Each node is a virtual machine (VM), a basic resource management unit in cloud providers, …

Resource optimization of container orchestration: a case study in multi-cloud microservices-based applications

C Guerrero, I Lera, C Juiz - The Journal of Supercomputing, 2018 - Springer
… of tasks to resources. Resource management is a complex problem in cloud environments
due … Resource management and optimization are problems that, to the best of our knowledge, …

{FIRM}: An intelligent fine-grained resource management framework for {SLO-Oriented} microservices

H Qiu, SS Banerjee, S Jha, ZT Kalbarczyk… - 14th USENIX symposium …, 2020 - usenix.org
… Seer: Leveraging big data to navigate the complexity of performance debugging in cloud
microservices. In Proceedings of the Twenty-Fourth International Conference on Architectural …

Optimizing resource management for shared microservices: a scalable system design

S Luo, C Lin, K Ye, G Xu, L Zhang, G Yang… - ACM Transactions on …, 2024 - dl.acm.org
… Recent years have witnessed a rapid emergence and wide adoption of microservice
architecture in cloud data centers [4, 14, 15]. Compared to the conventional monolithic architecture …

Adaptive resource efficient microservice deployment in cloud-edge continuum

K Fu, W Zhang, Q Chen, D Zeng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… have focused on task placement and resource management in cloud-edge continuums [30], …
not consider the resource contention of microservices at runtime. Microservice Architecture. …

A survey on resource management for cloud native mobile computing: opportunities and challenges

SY Huang, CY Chen, JY Chen, HC Chao - Symmetry, 2023 - mdpi.com
… Hence, we will organize the current container and microservice management articles to
discuss. We summarize and compare the current research with the container for …