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URL: A unified reinforcement learning approach for autonomic cloud management
Cloud computing is emerging as an increasingly important service-oriented computing
paradigm. Management is a key to providing accurate service availability and performance …
paradigm. Management is a key to providing accurate service availability and performance …
A systematic survey on the design of self-adaptive software systems using control engineering approaches
T Patikirikorala, A Colman, J Han… - 2012 7th International …, 2012 - ieeexplore.ieee.org
Control engineering approaches have been identified as a promising tool to integrate self-
adaptive capabilities into software systems. Introduction of the feedback loop and controller …
adaptive capabilities into software systems. Introduction of the feedback loop and controller …
Coordinated self-configuration of virtual machines and appliances using a model-free learning approach
Cloud computing has a key requirement for resource configuration in a real-time manner. In
such virtualized environments, both virtual machines (VMs) and hosted applications need to …
such virtualized environments, both virtual machines (VMs) and hosted applications need to …
Markovian workload characterization for QoS prediction in the cloud
S Pacheco-Sanchez, G Casale… - 2011 IEEE 4th …, 2011 - ieeexplore.ieee.org
Resource allocation in the cloud is usually driven by performance predictions, such as
estimates of the future incoming load to the servers or of the quality-of-service (QoS) offered …
estimates of the future incoming load to the servers or of the quality-of-service (QoS) offered …
Inverse queuing model-based feedback control for elastic container provisioning of web systems in kubernetes
Container orchestration platforms such as Kubernetes and Kubernetes-derived KubeEdge
(called Kubernetes-based systems collectively) have been gradually used to conduct unified …
(called Kubernetes-based systems collectively) have been gradually used to conduct unified …
Applying control theory in the real world: experience with building a controller for the. net thread pool
JL Hellerstein, V Morrison, E Eilebrecht - ACM SIGMETRICS …, 2010 - dl.acm.org
There has been considerable interest in using control theory to build web servers, database
managers, and other systems. We claim that the potential value of using control theory …
managers, and other systems. We claim that the potential value of using control theory …
Providing QoS strategies and cloud‐integration to web servers by means of aspects
R Giunta, F Messina, G Pappalardo… - Concurrency and …, 2015 - Wiley Online Library
The main responsibilities of a web server are to listen from the communication channel and
to prepare replies to requests. Additional responsibilities include adapting processing …
to prepare replies to requests. Additional responsibilities include adapting processing …
Combined power and performance management of virtualized computing environments serving session-based workloads
This paper develops an online resource provisioning framework for combined power and
performance management in a virtualized computing environment serving session-based …
performance management in a virtualized computing environment serving session-based …
Measuring client-perceived pageview response time of internet services
J Wei, CZ Xu - IEEE Transactions on Parallel and Distributed …, 2010 - ieeexplore.ieee.org
As e-commerce services are exponentially growing, businesses need quantitative estimates
of client-perceived response times to continuously improve the quality of their services …
of client-perceived response times to continuously improve the quality of their services …
Unequal‐interval based loosely coupled control method for auto‐scaling heterogeneous cloud resources for web applications
Most existing quality of service (QoS) control algorithms of Web applications take into
account Web Server or database connections which can be released immediately. However …
account Web Server or database connections which can be released immediately. However …