Kilo TM: Hardware Transactional Memory for GPU Architectures

Wilson Wai Lun Fung,Inderpreet Singh,Andrew Brownsword,Tor Aamodt

IEEE Micro（2012）

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摘要

Programming GPUs is challenging for applications with irregular fine-grained communication between threads. To improve the programmability of GPUs and thus extend their usage to a wider range of applications, the authors propose to enable transactional memory (TM) on GPUs via Kilo TM, a novel hardware TM system that scales to thousands of concurrent transactions.

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关键词

transactional memory,hardware transactional memory,programming gpus,irregular fine-grained communication,concurrent transaction,gpu architectures,wider range,novel hardware tm system,kilo tm,memory management,instruction sets,programming,synchronization,registers,computer architecture,hardware

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