Big Data Processing in Spark
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February 22, 2015
In the traditional 3-tier architecture, data processing is performed by the application server where the data itself is stored in the databa...
Showing posts with label big data. Show all posts
Showing posts with label big data. Show all posts
Sunday, February 22, 2015
Friday, November 28, 2014
Spark Streaming
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November 28, 2014
In this post, we'll discuss another important topic of big data processing: real-time stream processing area. This is an area where Had...
Friday, December 27, 2013
Spark: Low latency, massively parallel processing framework
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December 27, 2013
While Hadoop fits well in most batch processing workload, and is the primary choice of big data processing today, it is not optimized for ot...
Monday, August 13, 2012
BIG Data Analytics Pipeline
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August 13, 2012
" Big Data Analytics " has recently been one of the hottest buzzwords. It is a combination of "Big Data" and "Deep...
Thursday, April 21, 2011
K-Means Clustering in Map Reduce
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April 21, 2011
Unsupervised machine learning has broad application in many e-commerce sites and one common usage is to find clusters of consumers with comm...
Sunday, August 29, 2010
Designing algorithms for Map Reduce
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August 29, 2010
Since the emerging of Hadoop implementation, I have been trying to morph existing algorithms from various areas into the map/reduce model. ...
Sunday, May 2, 2010
The NOSQL Debate
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May 02, 2010
I have attended the Stanford InfoLab conference, and there are 2 panel discussions in Cloud computing transaction processing and analytic pr...
Saturday, November 28, 2009
Query Processing for NOSQL DB
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November 28, 2009
The recent rise of NoSQL provides an alternative model in building extremely large scale storage system. Nevetheless, compare to the more m...
