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Markov Decision Process to Dynamically Adapt Spots Instances Ratio on the Autoscaling of Scientific Workflows in the Cloud.
Yisel Gari
David A. Monge
Cristian Mateos
Carlos García Garino
Published in:
CARLA (2017)
Keyphrases
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markov decision process
scientific workflows
state space
markov decision processes
optimal policy
reinforcement learning
infinite horizon
semantic annotation
scientific data
service oriented
cloud computing
initial state
workflow systems
web services
multistage
file system
reward function
average cost