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LokeshNash
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Quote LokeshNash Replybullet Topic: Big Data, Hadoop Project Topics and Ideas
    Posted: 23-Jul-2013 at 6:37pm
Develop an image processing framework that takes overlapping images, warps these images to a common reference frame and detects sources within the multispectral stack.

This will use the Hadoop map and shuffle operations to warp and detect sources (map) and then merge the source lists (shuffle). The data will be 30TB of images from the SDSS and 2MASS imaging surveys.

 
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Quote LokeshNash Replybullet Posted: 23-Jul-2013 at 6:38pm
Marry some cool web site structure visualizer with hadoop to generate visualizations at scale, continuously crawl CSE department pages, and use it to show something interesting -- e.g., build a "what's new" meta-site for CSE that highlights changes to CSE web pages.

Or, instead of a visualizer, maybe implement a "dead hyperlink checker + weblint + something else" hadoop job that scrubs the CSE pages and generates reports. Or, find and prototype one of the cross-site scripting vulnerability checking approaches, and scrub pages with that.

 
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Quote LokeshNash Replybullet Posted: 23-Jul-2013 at 8:07pm
Things to keep in mind while working with Hadoop:

1) Hadoop wont be as simple as writing a single Java app
2) There will be some overhead involved in re-writing algorithms in Map Reduce
3) There will also be some overhead involved in setup and maintenance of the Hadoop Cluster
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Quote LokeshNash Replybullet Posted: 23-Jul-2013 at 8:20pm
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