Burst|Aware Predictive Autoscaling for Containerized Microservices

Burst-Aware Predictive Autoscaling for Containerized Microservices

In this paper, we propose a novel burst-aware autoscaling method which detects burst in dynamic workloads using workload forecasting, resource prediction, and ...

Burst-Aware Predictive Autoscaling for Containerized Microservices

We propose a novel burst-aware autoscaling method which detects burst in dynamic workloads using workload forecasting, resource prediction, and scaling ...

Burst-Aware Predictive Autoscaling for Containerized Microservices

This article proposes a novel burst-aware autoscaling method which detects burst in dynamic workloads using workload forecasting, resource prediction, ...

Multi-Level ML Based Burst-Aware Autoscaling for SLO Assurance ...

This paper introduces BAScaler, a Burst-Aware Autoscaling ... Carrera, “Burst-aware predictive autoscaling for containerized microservices,” IEEE ...

Burst-Aware Predictive Autoscaling for Containerized Microservices

Burst-Aware Predictive Autoscaling for Containerized Microservices. Journal 2020. Share page with AddThis. URL: https://doi.org/10.1109/TSC.2020.2995937.

(PDF) Predictive Hybrid Autoscaling for Containerized Applications

... Burst-aware. predictive autoscaling for containerized microservices,'' IEEE Trans. Ser-. vices Comput., vol. 15, no. 3, pp. 1448–1460, May ...

Burst-Aware Predictive Autoscaling for Containerized Microservices

Published on BSC-CNS (https://www.bsc.es). Inicio > Burst-Aware Predictive Autoscaling for Containerized Microservices. Burst-Aware Predictive Autoscaling ...

MagicScaler: Uncertainty-Aware, Predictive Autoscaling

Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, and David Carrera. 2022. Burst-Aware Predictive Autoscaling for Containerized Microservices.

PBScaler: A Bottleneck-aware Autoscaling Framework for ... - arXiv

PBScaler: A Bottleneck-aware Autoscaling Framework for Microservice ... Carrera, “Burst-aware predictive autoscaling for containerized microservices,” IEEE ...

MagicScaler: Uncertainty-aware, Predictive Autoscaling

Burst-Aware Predictive Autoscaling for Containerized Microser- vices. IEEE ... Learning Predictive Autoscaling Policies for Cloud-Hosted Microservices.

The proposed system overview showing resource prediction model...

from publication: Burst-Aware Predictive Autoscaling for Containerized Microservices | Autoscaling methods are used for cloud-hosted applications to ...

PBScaler: A Bottleneck-Aware Autoscaling Framework for ...

Carrera, “Burst-aware predictive autoscaling for containerized microservices,” IEEE Trans. Services Comput., vol. 15, no. 3, pp. 1448–1460, May/Jun.2022 ...

A Meta Reinforcement Learning Approach for Predictive Autoscaling ...

Burst-Aware Predictive Autoscaling for Containerized Microservices. IEEE Transactions on Services Computing (2020), 1--1. https://doi.org/10.1109/TSC ...

Burst-Aware Predictive Autoscaling for Containerized Microservices

Medientyp: E-Artikel; Titel: Burst-Aware Predictive Autoscaling for Containerized Microservices; Beteiligte: Abdullah, Muhammad; Iqbal, Waheed; Berral, ...

Cdascaler: a cost-effective dynamic autoscaling approach for ... - OUCI

... Burst-aware predictive autoscaling for containerized microservices. IEEE ... aware microservices autoscaling with qos assurance. arXiv preprint arXiv ...

An Auto-Scaling Approach for Microservices in Cloud Computing ...

... microservices in cloud environment: A new container-aware application scheduling. ... Burst-aware predictive autoscaling for containerized microservices. IEEE ...

Proactive Autoscaling for Cloud-Native Applications using Machine ...

This paper proposes a hybrid autoscaling method with burst awareness for containerized applications that uses a predictive method based on the machine ...

Cushion: A proactive resource provisioning method to mitigate SLO ...

: Burst-aware predictive autoscaling for containerized microservices. IEEE Trans. Serv. Comput. 15(3), 1448–1460 (2020). 10.1109/TSC ...

Performance-aware Cloud Resource Management for Microservices ...

Whereas, predictive autoscaling methods can help to address these challenges. These methods require considerable time to collect sufficient ...

An Auto-Scaling Approach for Microservices in Cloud Computing ...

... Burst-aware predictive autoscaling for containerized microservices. IEEE Trans. Serv. Comput. 15(3), 1448–1460 (2020). Article Google Scholar.