Toward a Smarter Cloud: Self-Aware Autoscaling of Cloud Configurations and Resources

Chen Tao; Bahsoon Rami

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Toward a Smarter Cloud: Self-Aware Autoscaling of Cloud Configurations and Resources

机译：迈向更智能的云：云配置和资源的自我感知自动扩展

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摘要

Promoting self-aware autoscaling to intelligently handle the dynamics and uncertainty of changing workloads, configurations, and demands on resources at runtime can facilitate more scalable, elastic, and dependable cloud-based services.

机译：促进自我感知自动扩展以智能地处理运行时不断变化的工作负载，配置和对资源的需求的动态变化和不确定性，可以促进更具伸缩性，弹性和可靠性的基于云的服务。

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来源
《Computer》 |2015年第9期|93-96|共4页
作者
Chen Tao; Bahsoon Rami;
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作者单位

University of Birmingham;

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原文格式 PDF
正文语种 eng
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关键词
Cloud Cover; QoS interference; autoscaling; autoscaling-control granularity; cloud computing; quality of service; self-awareness;

机译：云覆盖;QoS干扰;自动扩展;自动扩展控制粒度;云计算;服务质量;自我意识;

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专利

1. A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems [J] . Chen Tao, Bahsoon Rami, Yao Xin ACM Computing Surveys . 2018,第3期

机译：自我感知和自适应云自动扩展系统的调查和分类
2. InSTechAH: Cost-effectively autoscaling smart computing hadoop cluster in private cloud [J] . Zhihui Lu, Xueying Wang, Jie Wu, Journal of systems architecture . 2017,第期

机译：instechah：在私有云中智能化计算Hadoop集群的成本高效
3. A proactive autoscaling and energy-efficient VM allocation framework using online multi-resource neural network for cloud data center [J] . Saxena Deepika, Singh Ashutosh Kumar Neurocomputing . 2021,第Feba22期

机译：使用在线多资源神经网络进行云数据中心的主动自动播放和节能VM分配框架
4. Deep Reinforcement Learning with Successive Over-Relaxation and its Application in Autoscaling Cloud Resources [C] . Indu John, Shalabh Bhatnagar International Joint Conference on Neural Networks . 2020

机译：连续过度松弛的深度强化学习及其在云资源自动扩展中的应用
5. Monitoring, configuration and resource management of service workflows in virtualized clusters and clouds. [D] . Wei, Yi. 2013

机译：虚拟集群和云中服务工作流程的监视，配置和资源管理。
6. A Self-Aware and Scalable Solution for Efficient Mobile-Cloud Hybrid Robotics [O] . Aamir Akbar, Peter R. Lewis, Elizabeth Wanner 2020

机译：高效移动云混合机器人的自我吸引和可扩展解决方案
7. Survey and Taxonomy of Self-Aware and Self-Adaptive Autoscaling Systems in the Cloud [O] . Chen, Tao, Bahsoon, Rami 2016

机译：自觉和自适应自动调节系统的调查与分类在云中

Toward a Smarter Cloud: Self-Aware Autoscaling of Cloud Configurations and Resources

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