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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Vydané v:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] s. 53 - 65
Hlavní autori:	Meng, Chunyang, Song, Shijie, Tong, Haogang, Pan, Maolin, Yu, Yang
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 11.09.2023
Predmet:	Cloud computing Container Costs Dynamic scheduling Feature extraction Fluctuations Graph Convolution Holistic Autoscaling Learning systems Microservice Microservice architectures QoS Resource Management
ISSN:	2643-1572
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