Research Article

High-Performance 3D Compressive Sensing MRI Reconstruction Using Many-Core Architectures

Table 2

Summary of performance across different hardware.

Execution timeSpeedup

Core i7 processor 1 Core, Not Optimized 175 s 1.0x
Core i7 processor 1 Core, Optimized 116 s 1.5x
Literature Best [19]~100 s 1.7x
Core i7 processor 4 Cores 56 s 3.1x
Core i7 processor Dual-Socket 12 Cores 35 s 5.0x
NVIDIA Tesla C2050 19 s 9.2x
Intel's Knights Ferry (32 Cores) 12 s 14.5x
Research CMP Simulation (128 Cores) 6 s 29.1x