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Recent News
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(11/09/09) Prof. Sean Smith and his group will be playing a major in an initiative to secure the power grid. Read more here. |
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(11/08/09) Prof. Hany Farid finds that iconic Oswald photo was not faked. Read more here. |
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(11/08/09) Prof. Tanzeem Choudhury has been named a TEDIndia Fellow for 2009. Read more here. |
Recent Technical Reports
- September 2009: Katana: A Hot Patching Framework for ELF Executables
- October 2010: Detecting Photographic Composites of Famous People
- September 2009: Activity-Aware Electrocardiogram-based Passive Ongoing Biometric Verification
- August 2009: Semantic and Visual Encoding of Diagrams
- July 2009: Distributed Monitoring of Conditional Entropy for Network Anomaly Detection
Featured Research
FG
High-performance computing with disk-resident data? Although that might seem like an oxymoron, we are developing a software environment, FG, to enable it.
FG is for asynchronous programs that run on clusters and fit into a pipeline framework. Each pipeline stage corresponds to a function that operates on a buffer. Multiple buffers traverse the pipeline and correspond to blocks in the memory hiearchy. Stages run asynchronously (via threads) in order to make it easy to overlap their operations (computation, communication, and I/O).
Using FG, we have developed programs that can sort well in excess of 100 gigbytes of data. (Image, left, shows Tom's whiteboard covered with deep thoughts about pipelines.)