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The following page has been changed by udanax:
http://wiki.apache.org/lucene-hadoop/Hbase/Matrix
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[[TableOfContents(4)]]
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- == HbaseLINA, a Sparse Matrix Linear Algebra for numerical analysis of Hbase ==
+ == HbaseLINA, a Command-line Utilities that help perform the numerical analysis ==
- I'm considering offering a command-line utilities that help perform the numerical analysis in Hbase Shell.
- (I'll jump into its implementation after relational algera operations is succesfully done.)
+ Using Hbase's Row,Column(Qualifier) two dimensional space, we are able to store large sparse matrix. Also using iterative algorithms like conjugate gradient method on a parallel processing platform like MapReduce,
+ we should be able to implement High Performance and World's Largest Matrix Computations.
=== Initial Contributors ===
* [:udanax:Edward Yoon] (R&D center, NHN corp.)
* I have profited by '''Prof. Samuel Kim''', '''Dr. Yongchan Park'''
+ === References ===
+
+ * Parallel Conjugate Gradients Assignment, a parallel implementation of the conjugate gradient algorithm
+ * ScaLAPACK, a library of high-performance linear algebra routines for distributed-memory message-passing MIMD computers
+
== Sparse Matrices in Hbase ==
A Sparse matrix is created by following the creation command with the keyword "Matrix".