Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models.
Shuja-ur-Rehman BaigWaheed IqbalJosep Lluis BerralAbdelkarim ErradiDavid CarreraPublished in: IEEE Syst. J. (2019)
Keyphrases
- markov chain
- data center
- real time
- transition probabilities
- monte carlo simulation
- stochastic process
- steady state
- random walk
- transition matrix
- finite state
- markov model
- cost effective
- markov process
- stationary distribution
- monte carlo
- state space
- markov chain monte carlo
- markov models
- low cost
- cloud computing
- probabilistic model
- reinforcement learning
- mathematical models
- model selection
- bayesian framework
- image reconstruction
- parameter estimation
- database
- hidden markov models
- gibbs sampler
- data mining
- carbon dioxide
- algo rithm