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http://wiki.apache.org/lucenehadoop/Hbase/Matrix

 ## page was renamed from Hbase/HbaseShell/Lina
 ## page was renamed from Lina
 ## page was renamed from Hbase/Matrix
[[TableOfContents(4)]]
+
+ * It's a designing stage.
+

== LINA, a Framework for Largescale Sparse Linear Algebra ==
 Using [:Hbase:Hbase]'s Row,Column(Qualifier) two dimensional space, we are able to store
large sparse matrix.
+ Using Hbase's Row,Column(Qualifier) two dimensional space, we are able to store large sparse
matrix.
 [[BR]]The Autopartitioned sparsity substructure will be efficiently managed and serviced
by [:Hbase:Hbase].
+ [[BR]]The Autopartitioned sparsity substructure will be efficiently managed and serviced
by Hbase.
Row or Column operations can be done in linear time and algorithms such as structured Gaussian
elimination
 [[BR]]or iterative methods run in '''O(~the number of nonzero elements in the matrix~)'''
time, [:Hbase:Hbase] Providing Both Vertical and Horizontal access.
+ [[BR]]or iterative methods run in '''O(~the number of nonzero elements in the matrix~)'''
time, Hbase Providing Both Vertical and Horizontal access.
 Therefore, using iterative algorithms on a parallel processing platform like MapReduce on
[:FrontPage: Hadoop],
+ Therefore, using iterative algorithms on a parallel processing platform like !MapReduce
on Hadoop,
[[BR]]we should be able to implement '''High Performance''' and '''World's Largest''' Matrix
Computations.
=== Applications by LINA ===
@@ 36, +36 @@
* [:udanax:Edward Yoon] (R&D center, NHN corp.)
* I have profited by '''Prof. Samuel Kim''', '''Dr. Yongchan Park'''

 === Related Projects ===

 * [:Hbase/SemanticWeb: A Semanticbased Search Engine] Design and Implementation On Hadoop
+ Hbase
== Storing and manipulating numeric, sparse matrices on Hadoop + Hbase ==
