Student Project Titles List
Algorithms for Finding Regular Patterns in Real-time Data
WEBSITE(S)| Research Site
Algorithms for Finding Regular Patterns in Real-time Data
Research Areas
He is currently working on the design of programming abstractions for processing data streams. Several real-time decision making applications rely on the computation of quantitative summaries of very large streams of data. He has proposed StreamQRE, a declarative query language that combines regular expressions, quantitative aggregation, and relational features. A compilation algorithm translates the high-level query into a streaming algorithm with precise guarantees for resource usage. I am also interested in program semantics and logics for program verification. In particular, this includes equational theories of programs based on the framework of Kleene Algebra with Tests.