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Papers Computer Architecture and Systems

“Computer Architecture and Systems” 태그가 달린 논문 3편 · 필터 해제

IR-ORAM: Path Access Type Based Memory Intensity Reduction for Path-ORAM

2022-05-17 · IEEE International Symposium on High-Performance Computer Architecture (HPCA) 2022 5 · Mehrnoosh Raoufi, Youtao Zhang, Jun Yang

Path ORAM is an effective ORAM (Oblivious RAM) primitive for protecting memory access patterns. Path ORAM converts each off-chip memory request from user program to tens to hundreds of memory accesses. While several sche…

Computer Architecture and SystemsComputer SecurityPositionPrivacy Preserving

Data-Driven Offline Optimization For Architecting Hardware Accelerators

2021-10-20 · ICLR 2022 4 · Aviral Kumar, Amir Yazdanbakhsh, Milad Hashemi, Kevin Swersky 외

Industry has gradually moved towards application-specific hardware accelerators in order to attain higher efficiency. While such a paradigm shift is already starting to show promising results, designers need to spend con…

Computer Architecture and Systems

A Survey of Machine Learning for Computer Architecture and Systems

2021-02-16 · Nan Wu, Yuan Xie

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 between ML and systems, and let ML tran…

BIG-bench Machine LearningCode GenerationComputer Architecture and Systems
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