Repeated games for power control in wireless communications: Equilibrium and regret
Game theory, as a powerful conceptual framework, has in the past decade or so been widely
applied to wireless communications in a variety of contexts. One such context is power …
applied to wireless communications in a variety of contexts. One such context is power …
Power control for packet streaming with head-of-line deadlines
N Master, N Bambos - Performance Evaluation, 2016 - Elsevier
We consider a mathematical model for streaming media packets (as the motivating key
example) from a transmitter buffer to a receiver over a wireless link while controlling the …
example) from a transmitter buffer to a receiver over a wireless link while controlling the …
Myopic policies for non-preemptive scheduling of jobs with decaying value
In many scheduling applications, minimizing delays is of high importance. One adverse
effect of such delays is that the reward for completion of a job may decay over time. Indeed …
effect of such delays is that the reward for completion of a job may decay over time. Indeed …
Service rate control for jobs with decaying value
N Master, N Bambos - 2015 American Control Conference …, 2015 - ieeexplore.ieee.org
The task of completing jobs with decaying value arises in a number of application areas
including healthcare operations, communications engineering, and perishable inventory …
including healthcare operations, communications engineering, and perishable inventory …
Sensing-constrained power control in digital health
D Miller, Z Zhou, N Bambos… - 2018 Annual American …, 2018 - ieeexplore.ieee.org
This paper considers the problem of transmitting data packets from sensors recording health
information in a wireless body area network (WBAN). We model a resource-constrained …
information in a wireless body area network (WBAN). We model a resource-constrained …
Infinite server queueing networks with deadline based routing
N Master, N Bambos - 2016 IEEE 55th Conference on Decision …, 2016 - ieeexplore.ieee.org
Motivated by timeouts in Internet services, we consider networks of infinite server queues in
which routing decisions are based on deadlines. Specifically, at each node in the network …
which routing decisions are based on deadlines. Specifically, at each node in the network …
Randomized iterations for low latency fixed point computation
N Master, N Bambos - 53rd IEEE Conference on Decision and …, 2014 - ieeexplore.ieee.org
Many algorithms in numerical analysis, operations research, and control theory can be
written as fixed point iterations of contraction maps. Because these algorithms are so …
written as fixed point iterations of contraction maps. Because these algorithms are so …
Low latency policy iteration via parallel processing and randomization
N Master, N Bambos - 2015 54th IEEE Conference on Decision …, 2015 - ieeexplore.ieee.org
Infinite horizon discounted cost Markov Decision Processes (MDPs) are ubiquitous in
operations research, communications engineering, robotics, and a variety of other control …
operations research, communications engineering, robotics, and a variety of other control …
[BOOK][B] Machine Learning and Control Methodologies with Applications to Medical Computing
DR Miller - 2019 - search.proquest.com
Abstract Machine Learning (ML) in adult healthcare has demonstrated significant benefits in
a wide range of applications, and provides a proof-of-concept for extended work in …
a wide range of applications, and provides a proof-of-concept for extended work in …
Cost-sensitive security risk management for large-scale computing infrastructures
N Master, N Bambos - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Security threats to large-scale computing and networking infrastructures are increasingly
prevalent and difficult to manage. Because of cost, labor, and other operational constraints …
prevalent and difficult to manage. Because of cost, labor, and other operational constraints …