Dear Wiki user,
You have subscribed to a wiki page or wiki category on "Lucenehadoop Wiki" for change notification.
The following page has been changed by udanax:
http://wiki.apache.org/lucenehadoop/Hbase/Matrix


== HbaseLINA, a Commandline Utilities that help perform the numerical analysis ==
 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,
+ Using Hbase's Row,Column(Qualifier) two dimensional space, we are able to store large sparse
matrix.
+ [[BR]]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.
The HbaseLINA will be added as subshell in [:Hbase/HbaseShell:Hbase Shell].
+
+ === Applications ===
+
+ * Scientific simulation and modeling
+ * Matrixvector/matrixmatrix multiply
+ * Soving linear systems
+ * Information retrieval
+ * Sorting
+ * Finding eigenvalues and eigenvectors
+ * Computer graphics and computational geometry
+ * Matrix multiply
+ * computing matrix determinate
=== Initial Contributors ===
@@ 25, +38 @@
== Storing and manipulating numeric, sparse matrices on Hbase ==
A Sparse matrix is created by following the creation command with the keyword "Matrix".
 [[BR]]...
+
+ NOTE :
+
+ {{{
+ difficulties in tuning sparse matrix.
+  indirect and irregular, the inefficient data access
+
+ reordering for matrix partitioning (to create dense structure.)
+  graph partitionning algorithms ( use hypergraph for non symmetric matrices )
+  TDF ordering
+ }}}
+
+
=== Hbase Shell Extension ===
