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Memory Efficiency Implications on Sparse Matrix Operations
Title
Memory Efficiency Implications on Sparse Matrix Operations
Author
Jain, Shweta
Date Created
2014
Subjects--Topical
Electrical engineering, Computer engineering
Description
Sparse Matrices are very large matrices with very few nonzero elements and operations on sparse matrices are central to many numerical and graph algorithms. The fundamental bottleneck in these operations is the usage of specialized storage formats...
Revisiting the Memory Hierarchy in the Many-Core Era: Computation is Cheap, Bandwidth is Everything
Title
Revisiting the Memory Hierarchy in the Many-Core Era: Computation is Cheap, Bandwidth is Everything
Author
Rajasekhar, Yamuna
Date Created
2014
Subjects--Topical
Computer engineering
Description
Integrated Circuits (ICs) for logic (computation) have dramatically increased in both capacity and speed since their introduction in 1958. However, memory technology has had only modest improvements in speed. Moreover, to increase capacity and low...