2 citations · 3 across the 5 of their papers we have counts for
7 papers
Insulin Regimen ML-based control for T2DM patients
Mark Shifrin, Hava Siegelmann
\begin{abstract} We model individual T2DM patient blood glucose level (BGL) by stochastic process with discrete number of states mainly but not solely governed by medication regime…
VM Scaling and Load Balancing via Cost Optimal MDP Solution
Mark Shifrin, Roy Mitrany, Erez Biton +1
We address a cost optimization problem faced by a user who runs instances of applications in a remote cloud configuration constructed of multiple virtual machines (VMs). Each VM ru…
An SMDP Approach to Optimal PHY Configuration in Wireless Networks
Mark Shifrin, Daniel S. Menasché, Asaf Cohen +2
In this work, we study the optimal configuration of the physical layer in wireless networks by means of Semi-Markov Decision Process (SMDP) modeling. In particular, assume the phys…
Optimal Dynamic Routing for the Wireless Relay Channel
Asaf Cohen, Dennis Goeckel, Omer Gurewitz +2
Consider a communication network with a source, a relay and a destination. Each time interval, the source may dynamically choose between a few possible coding schemes, based on the…
An asymptotically optimal policy and state-space collapse for the multi-class shared queue
Mark Shifrin
We consider a multi-class G/G/1 queue with a finite shared buffer. There is task admission and server scheduling control which aims to minimize the cost which consists of holding a…
Coded Retransmission in Wireless Networks Via Abstract MDPs: Theory and Algorithms
Mark Shifrin, Asaf Cohen, Omer Gurewitz +1
Consider a transmission scheme with a single transmitter and multiple receivers over a faulty broadcast channel. For each receiver, the transmitter has a unique infinite stream of…