I recently defended my Ph.D. thesis on traffic provisioning and cache management for content delivery networks, advised by Dr. Ramesh K. Sitaraman. I am (soon was) part of the Laboratory for Internet-Scale Distributed Systems at the College of Information and Computer Sciences, UMass Amherst.
RL-Cache: Learning-based cache admission for content delivery, ACM NetAI workshop, ACM SIGCOMM 2019
Adaptive TTL-based caching for content delivery, IEEE/ACM Transaction on Networking 2018
Footprint descriptors: Theory and practice of cache provisioning in a global CDN, ACM CoNEXT 2017
Energy-efficient disk caching for content delivery, ACM eEnergy 2016
Fast reroute from single link and single node failures for IP multicast, Computer Networks 2015