A survey of machine learning for computer architecture and systems

N Wu, Y Xie - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
It has been a long time that computer architecture and systems are optimized for efficient
execution of machine learning (ML) models. Now, it is time to reconsider the relationship …

MetaSys: A practical open-source metadata management system to implement and evaluate cross-layer optimizations

N Vijaykumar, A Olgun, K Kanellopoulos… - ACM Transactions on …, 2022 - dl.acm.org
This article introduces the first open-source FPGA-based infrastructure, MetaSys, with a
prototype in a RISC-V system, to enable the rapid implementation and evaluation of a wide …