Jake Cobb

jake DOT cobb AT gatech DOT edu

About

My name is Jake Cobb. I've worked as a researcher, software developer and Linux system administrator. I'm currently with the Velocity group at Varian working on medical imaging software in the Radiation Oncology domain. I was formerly a grad student at Georgia Tech, where my research interests were applying static and dynamic program analysis techniques to database applications. My past projects include work in fault localization, regression testing and dynamic invariant detection.

I was a member of the Aristotle Research Group under my late advisor Mary Jean Harrold. I also worked with Mayur Naik in the Program Analysis Group on applying program analysis to SQL and relational databases for the purpose of automating database education.

Publications

Cancer Digital Slide Archive: An Informatics Resource to Support Integrated In Silico Analysis of TCGA Pathology Data

D. A. Gutman, J. Cobb, D. Somanna, Y. Park, F. Wang, T. Kurc, J. H. Saltz, D. J. Brat, & L. A. D. Cooper

Journal of the American Medical Informatics Association, 2013

Efficient Regression Testing of Ontology-driven Systems

M. Kim, J. Cobb, M.J. Harrold, T. Kurc, A. Orso, J. Saltz, A. Post, K. Malhotra & S. Navathe

International Symposium on Software Testing and Analysis (ISSTA'12), Minneapolis, MN

Localizing SQL Faults in Database Applications

S. Clark, J. Cobb, G. M. Kapfhammer, J. A. Jones & M. J. Harrold

International Conference on Automated Software Engineering (ASE'11), Lawrence, KS

An Informatics Framework for Testing Data Integrity and Correctness of Federated Biomedical Databases

M. Kim, T. Kurc, A. Orso, J. Cobb, D. Gutman, M. J. Harrold, A. Post, A. Sharma & J. Saltz

AMIA Symposium 2011

Dynamic Invariant Detection for Relational Databases

J. Cobb, G. M. Kapfhammer, J. A. Jones & M. J. Harrold

Workshop on Dynamic Analysis (WODA'11), Toronto, Canada

Web Proxy Cache Replacement Scheme Based on Back Propagation Neural Network

J. Cobb & H. ElAarag

Journal of Systems and Software, Elsevier (2007)

Training and Simulation of Neural Networks for Web Proxy Cache Replacement

J. Cobb & H. ElAarag

International Symposium on Performance Evaluation of Computer and Telecommunication Systems, (SPECTS'06), Summer Simulation Multiconference, Calgary, Canada

A Framework for Using Neural Networks for Web Proxy Cache Replacement

H. ElAarag & W. Cobb

Communications and Networking Simulation Symposium, (CNS'06), Spring Simulation Multiconference, Huntsville, Alabama