11 citations · 31 across the 16 of their papers we have counts for
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cs.PF2015
Scalable Reliability Modelling of RAID Storage Subsystems
Prasenjit Karmakar, K. Gopinath
Reliability modelling of RAID storage systems with its various components such as RAID controllers, enclosures, expanders, interconnects and disks is important from a storage syste…
cs.PF2015★ 5 cited
Are Markov Models Effective for Storage Reliability Modelling?
Prasenjit Karmakar, K. Gopinath
Continuous Time Markov Chains (CTMC) have been used extensively to model reliability of storage systems. While the exponentially distributed sojourn time of Markov models is widely…
math.DS2015
Two Timescale Stochastic Approximation with Controlled Markov noise and Off-policy temporal difference learning
Prasenjit Karmakar, Shalabh Bhatnagar
We present for the first time an asymptotic convergence analysis of two time-scale stochastic approximation driven by `controlled' Markov noise. In particular, both the faster and…