Analyzing Soft-Error Vulnerability on GPGPU Microarchitecture

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Provided by: University of Florence
Topic: Hardware
Format: PDF
The General-Purpose computation on Graphic Processing Units (GPGPU) becomes increasingly popular due to their high computational throughput for data parallel applications. Modern GPU architectures have limited capability for error detection and tolerance since they are originally designed for graphics processing. However, the rigorous execution correctness is required for general-purpose applications. This makes reliability a growing concern in GPGPU architecture design. With CMOS processing technologies continuously scaling down to the nano-scale, onchip Soft Error Rate (SER) has been predicted to increase exponentially.
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