DeepScaler: Holistic Autoscaling for Microservices Based on Spatiotemporal GNN with Adaptive Graph Learning

Autoscaling functions provide the foundation for achieving elasticity in the modern cloud computing paradigm. It enables dynamic provisioning or de-provisioning resources for cloud software services and applications without human intervention to adapt to workload fluctuations. However, autoscaling m...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 53 - 65
Main Authors:	Meng, Chunyang, Song, Shijie, Tong, Haogang, Pan, Maolin, Yu, Yang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.09.2023
Subjects:	Cloud computing Container Costs Dynamic scheduling Feature extraction Fluctuations Graph Convolution Holistic Autoscaling Learning systems Microservice Microservice architectures QoS Resource Management
ISSN:	2643-1572
Online Access:	Get full text
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