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Exploring the scalability of OpenCL for massively parallel applications on Xilinx cloud platform
Title
Exploring the scalability of OpenCL for massively parallel applications on Xilinx cloud platform
Author
Thiagarajan, Jhanani
Date Created
2020
Description
Field Programmable Gate Array (FPGA) is becoming a preferred platform for the high-performance computing community because of the flexibility to adapt to new computing challenges. FPGAs also provide a greater power-efficient alternative for GPUs w...
Memory Efficiency Implications on Sparse Matrix Operations
Title
Memory Efficiency Implications on Sparse Matrix Operations
Author
Jain, Shweta
Date Created
2014
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...
Memory Efficiency Implications on Sparse Matrix Operations
Title
Memory Efficiency Implications on Sparse Matrix Operations
Author
Jain, Shweta
Date Created
2014
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
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...