Research Interests
My interests include Algorithms,
Optimization, Stochastic Systems, and
Machine Learning, with a focus on improving the efficiency of Communication Networks,
Data Centers, and AI Systems.
In today's world of IoT and AI, we are witnessing the expansion of wireless networks, data centers,
and computing clusters, at
a large scale. My research group is working on creating highly scalable and efficient algorithms that facilitate collection, communication, and processing of data in these networks
in real time. Two instances of my research include: design of medium access algorithms for high-throughput low-delay data delivery in large wireless networks, and scheduling algorithms that efficiently utilize the data center resources to speed up machine learning
applications.
|
