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CSMO-DSE: Fast and Precise Application-driven DSE Guided by Criticality and Sensitivity Analysis

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2021; 17 (2)

Determining the optimal microarchitecture configuration of a processor at the early stages of design is undeniably a challenge. Due to many parameters......

3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2021; 17 (2)

Deep neural network (DNN) models are being expanded to a broader range of applications. The computational capability of traditional hardware platforms......

Hardware Trojan Attack in Embedded Memory

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2021; 17 (1)

Static Random Access Memory (SRAM) is a core technology for building computing hardware, including cache memory, register files and field programmable......

Lotus: A New Topology for Large-scale Distributed Machine Learning

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2021; 17 (1)

Machine learning is at the heart of many services provided by data centers. To improve the performance of machine learning, several parameter (gradien......

A Comparative Cross-layer Study on Racetrack Memories: Domain Wall vs Skyrmion

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (1)

Racetrack memory (RM), a new storage scheme in which information flows along a nanotrack, has been considered as a potential candidate for future high......

Language Support for Navigating Architecture Design in Closed Form

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (1)

As computer architecture continues to expand beyond software-agnostic microarchitecture to specialized and heterogeneous logic or even radically diffe......

CSMO-DSE: Fast and Precise Application-driven DSE Guided by Criticality and Sensitivity Analysis

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (2)

Determining the optimal microarchitecture configuration of a processor at the early stages of design is undeniably a challenge. Due to many parameters......

3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (2)

Deep neural network (DNN) models are being expanded to a broader range of applications. The computational capability of traditional hardware platforms......

Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (3)

Energy harvesting is an attractive way to power future Internet of Things (IoT) devices since it can eliminate the need for battery or power cables. H......

Write Back Energy Optimization for STT-MRAM-based Last-level Cache with Data Pattern Characterization

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (3)

Traditional memory technologies face severe challenges in meeting the ever-increasing power and memory bandwidth requirements for high-performance com......

LosPem: A Novel Log-Structured Framework for Persistent Memory

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (3)

New and emerging types of Persistent Memory (PM) technologies boost the opportunity to improve the performance of storage systems. PM can unify the ma......

Hardware Security in Spin-based Computing-in-memory: Analysis, Exploits, and Mitigation Techniques

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (4)

Computing-in-memory (CIM) is proposed to alleviate the processor-memory data transfer bottleneck in traditional von Neumann architectures, and spintro......

ASIE: An Asynchronous SNN Inference Engine for AER Events Processing

期刊: ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020; 16 (4)

Neuromorphic computing based on spiking neural network (SNN) shows good energy-efficiency. However, it is inefficient for SNN to perform the convoluti......

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