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A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems

12 September 2016

Tao Chen

Rami Bahsoon

Xin Yao

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Papers citing "A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems"

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Title
Humas: A Heterogeneity- and Upgrade-aware Microservice Auto-scaling Framework in Large-scale Data Centers Qin Hua Dingyu Yang Shiyou Qian Jian Cao Guangtao Xue Minglu Li 72 2 0 22 Jun 2024
Deep Configuration Performance Learning: A Systematic Survey and Taxonomy Jingzhi Gong Tao Chen BDL 73 5 0 05 Mar 2024
OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud Ding Zou Wei Lu Zhibo Zhu Xingyu Lu Jun-ping Zhou Xiaojin Wang Kangyu Liu Haiqing Wang Kefan Wang Renen Sun 79 0 0 26 Oct 2023
A User Study on Explainable Online Reinforcement Learning for Adaptive Systems Andreas Metzger Jan Laufer Felix Feit Klaus Pohl OffRL OnRL 71 1 0 09 Jul 2023
Awareness requirement and performance management for adaptive systems: a survey Tarik Ahmed Rashid B. Hassan Abeer Alsadoon S. Qader S. Vimal A. Chhabra Z. Yaseen TTA 37 4 0 22 Jan 2023
Do Performance Aspirations Matter for Guiding Software Configuration Tuning? Tao Chen Miqing Li 61 24 0 09 Jan 2023
RobustScaler: QoS-Aware Autoscaling for Complex Workloads Huajie Qian Qingsong Wen Liang Sun Jing Gu Qi Niu Zhimin Tang 76 21 0 14 Apr 2022
The Vision of Self-Evolving Computing Systems Danny Weyns T. Baeck René Vidal Xin Yao A. Belbachir 54 8 0 14 Apr 2022
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes Jing Gong Tao Chen 61 14 0 30 Mar 2022
Planning Landscape Analysis for Self-Adaptive Systems Tao Chen 57 9 0 23 Mar 2022
Tiny Autoscalers for Tiny Workloads: Dynamic CPU Allocation for Serverless Functions Yuxuan Zhao Alexandru Uta 55 17 0 01 Mar 2022
The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering Tao Chen Miqing Li 61 39 0 08 Feb 2022
Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction? Tay-Yu Chen 66 16 0 18 Jan 2022
MMO: Meta Multi-Objectivization for Software Configuration Tuning Pengzhou Chen Tao Chen Miqing Li 78 11 0 14 Dec 2021
Cloud Failure Prediction with Hierarchical Temporal Memory: An Empirical Assessment O. Riganelli Paolo Saltarel Alessandro Tundo M. Mobilio Leonardo Mariani 32 2 0 06 Oct 2021
Multi-Objectivizing Software Configuration Tuning (for a single performance concern) Tao Chen Miqing Li 67 32 0 31 May 2021
Managing Latency in Edge-Cloud Environment L. Bulej T. Bures Adam Filandr P. Hnetynka I. Hnětynková J. Pacovský Gabor Sandor I. Gerostathopoulos 51 16 0 23 Nov 2020
Towards Self-Improving Hybrid Elasticity Control of Cloud-based Software Systems Mohan Baruwal Chhetri A. Forkan Anton V. Uzunov Surya Nepal 17 0 0 15 Oct 2020
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline Tao Chen Rami Bahsoon Xin Yao 75 13 0 20 Jan 2020
SQLR: Short-Term Memory Q-Learning for Elastic Provisioning Constantine Ayimba Paolo Casari Vincenzo Mancuso VLM AI4TS 24 8 0 12 Sep 2019
On Using Retrained and Incremental Machine Learning for Modeling Performance of Adaptable Software: An Empirical Comparison Tao Chen 28 0 0 25 Mar 2019
Performance-Aware Management of Cloud Resources: A Taxonomy and Future Directions Sara Kardani Moghaddam Rajkumar Buyya K. Ramamohanarao 28 24 0 07 Aug 2018