Dynamically scaling applications in the cloud

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Resource management for Infrastructure as a Service (IaaS) in cloud computing: A survey (2014, background): “Although relatively new, a fair amount of work by Urgaonkar et al. (2010a) and Vaquero et al. (2009) has been done to examine current and future challenges for both users and providers of cloud computing.”
The making of cloud applications: an empirical study on software development for the cloud (2014, background): “Interview Observations: Cloud platforms give access to a variety of data [32].”
A Survey on Cloud Computing Elasticity (2012, methodology): “In this case, the cloud manages automatically the resource allocation, so developers do not have to constantly monitor the service status or interact to request more resources [8], [9].”
Data management in cloud environments: NoSQL and NewSQL data stores (2013, background): “The use of these data stores as a caching layer is very common and is often considered an integral part of cloud applications [56,57].”