Now showing items 1-3 of 3
Cognitive optical network architecture in dynamic environments
(Massachusetts Institute of Technology, 2020)
Emerging network traffic requires a more agile network management and control system to deal with the dynamic network environments than today's networks use. The bursty and large data transactions introduced by new ...
Connections between circuit analysis problems and circuit lower bounds
(Massachusetts Institute of Technology, 2018)
A circuit analysis problem takes a Boolean function f as input (where f is represented either as a logical circuit, or as a truth table) and determines some interesting property of f. Examples of circuit analysis problems ...
Machine learning and coresets for automated real-time data segmentation and summarization
(Massachusetts Institute of Technology, 2016)
In this thesis, we develop a family of real-time data reduction algorithms for large data streams, by computing a compact and meaningful representation of the data called a coreset. This representation can then be used to ...