Ardavan Pedram

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My research is in High performance computing and Computer architecture. My PhD dissertation title is "Algorithm/Architecture Co-Design of Low Power and High Performance Linear Algebra Compute Fabrics" I was the sole PhD student that initiated this project which also won the National Science Foundation Grant. The research includes: Cycle accurate micro-architectural simulator for low power high performance linear algebra accelerators Power and performance model analysis of modern GPUs and CPUs for linear algebra applications State of the art Micro architectural level research on Floating Point Multiply Accumulate (MAC) Units Specialties: C/C++, P-threads, MPI, Verilog, VHDL, Visual...

parallelism accelerator matrix multiplication locality custom architecture gemm asic linear aglebra memory fft energy efficiency dark silicon computer hardware

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Dark memory and Accelerator-Rich System Design in Dark Silicon Era

Vor 6 Jahren • 95 Aufrufe

Custom Computer Engine for Optimizing for the Inner kernel of Matrix Multiplication

Vor 6 Jahren • 83 Aufrufe

PhD Thesis Defense Presentation: Robust Low-rank and Sparse Decomposition for Moving Object Detection - From Matrices to Tensors

ActiveEon • Vor 6 Jahren