Projects/Internships
GeoDeepDive
Research assistant.
Description: Extracting scientific data/measurements from tens of thousands of Geology articles.
See demo here.
Video Deduplication Using Markov Logic Networks
Independent Study.
Description: The project claim is that Video Deduplication rules and features can be easily "expressed" by non-experts and combined using a probablistic framework such as the Markov Logic Networks. Using a very simple Markov Logic Program (see MLN here) we can achieve over 90% accuracy and over 85% recall.
See demo here.
Internship at Teradata (Summer 2011)
Data mining project. Details not provided due to confidentiality.
CS 838 Re-thinking the Internet Architecture
Project: Global Power Manager for Data Centers (pdf)
CS 740 Advanced Computer Networks
Project: Longitudinal Analysis of Network Complexity (pdf)
CS 736 Advanced Operating Systems
Project: What Is Going Wrong with My Phone? A Survey of Reported Issues with Mobile Phone Applications (pdf)
CS 747 Advanced Computer Systems Analysis Techniques
Project: Determining the Number of CPUs for Query Processing (pdf)
CS 739 Distributed Systems
Project: Cooperative Computing: Exploiting Physical Proximity in MapReduce (pdf)
CS 707 Mobile and Wireless Networking
Project: Music Cooperation Using Delay Tolerant Networks (while undergrad.)
ISyE 720 Integer Programming
No project.