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Showing posts with the label Hadoop

Katta released: Lucene-on-the-Grid!

I am excited at the release of Katta , a technology built on Lucene , Zookeeper and Hadoop allowing for Lucene indexes to be distributed across a number of nodes for distributed & fault tolerant search. Note that it does not create the indexes, simply deploys existing indexes onto this infrastructure.

Hadoop + EC2 + S3 = Super alternatives for researchers (& real people too!)

I recently discovered and have been inspired by a real-world and non-trivial (in space and in time) application of Hadoop (Open Source implementation of Google's MapReduce ) combined with the Amazon Simple Storage Service ( Amazon S3 ) and the Amazon Elastic Compute Cloud ( Amazon EC2 ). The project was to convert pre-1922 New York Times articles-as-scanned-TIFF-images into PDFs of the articles: Recipe: 4 TB of data loaded to S3 (TIFF images) + Hadoop (+ Java Advanced Imaging and various glue) + 100 EC2 instances + 24 hours = 11 million PDFs , 1.5 TB on S3 Unfortunately, the developer ( Derek Gottfrid ) did not say how much this cost the NYT. But here is my back-of-the-envelope calculation (using the Amazon S3/EC2 FAQ ): EC2: $0.10 per instance-hour x 100 instances x 24hrs = $240 S3 : $0.15 per GB-Month x 4500 GB x ~1.5/31 months = ~$33 + $0.10 per GB of data transferred in x 4000 GB = $400 + $0.13 per GB of data transferred out x 1500 GB = $195 Total: = ~$868 Not unre...

NSF joins Google/IBM (U.S.-only?) Research Cluster Initiative

When Google and IBM last October announced their Internet-Scale Computing Initiative - which looked to dedicate a cluster of 1600 computers for the use of researchers, for free - it was not clear (to me) whether this was a U.S.-only initiative, or was also available (or would eventually become available) to non-U.S. researchers: The University of Washington was the first to join the initiative. A small number of universities will also pilot the program, including Carnegie Mellon University, Massachusetts Institute of Technology, Stanford University, the University of California at Berkeley and the University of Maryland. In the future, the program will be expanded to include additional researchers, educators and scientists. Now with the NSF's announcement that they are partnering with Google and IBM in this initiative in what they are calling the Cluster Exploratory (CluE), it is even less clear (or maybe more clear that is only available to U.S. researchers??), with the NSF re...