June 2017
Beginner to intermediate
470 pages
19h 50m
English
book
Software Architecture for Big Data and the Cloud
by Ivan Mistrik, Rami Bahsoon, Nour Ali, Maritta Heisel, Bruce Maxim
Content preview from Software Architecture for Big Data and the Cloud
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Chapter 6
Bridging Ecology and Cloud: Transposing Ecological Perspective to Enable Better Cloud Autoscaling
Tao Chen; Rami Bahsoon School of Computer Science, University of Birmingham, UK
Abstract
Elastic autoscaling is the fundamental mechanism that enables the cloud-based services to continually evolve themselves – through changing the related software configurations and hardware resource provisions – under time-varying workloads. However, given the increasingly complex dynamic, uncertainty and trade-offs related to the runtime QoS and cost/energy of services, cloud autoscaling system is becoming one of the most complex artifacts constructed by human and thus its effectiveness is difficult to be preserved. In this article, we present ...
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