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A Survey of Computer Architecture Simulation Techniques and Tools
IEEE Access, 2019 Computer architecture simulators play an important role in advancing computer architecture research. With wider research directions and the increased number of simulators that have been developed, it becomes harder to choose a particular simulator to use.
Ayaz Akram, Lina Sawalha
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A Survey of Machine Learning for Computer Architecture and Systems [PDF]
ACM Computing Surveys, 2021 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 transform the way that computer ...
Nan Wu, Yuan Xie
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A First-Order Model to Assess Computer Architecture Sustainability
IEEE computer architecture letters, 2022 Sustainability in general and global warming in particular are grand societal challenges. Computer systems demand substantial materials and energy resources during production and usage.
L. Eeckhout
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Rethinking the Inception Architecture for Computer Vision [PDF]
Computer Vision and Pattern Recognition, 2015 Convolutional networks are at the core of most state of-the-art computer vision solutions for a wide variety of tasks. Since 2014 very deep convolutional networks started to become mainstream, yielding substantial gains in various benchmarks.
Christian Szegedy +4 more
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A Cross-Prefetcher Schedule Optimization Methodology
IEEE Access, 2022 Prefetching offers the potential to significantly improve performance by speculatively loading application data so that it is available before it is needed. By their very nature, prefetching techniques are application behavior dependant.
Razvan Nitu +2 more
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Will Zero Vulnerability Computing (ZVC) Ever Be Possible? Testing the Hypothesis
Future Internet, 2022 Life without computers is unimaginable. However, computers remain vulnerable to cybercrimes, a USD 6 trillion industry that the world has come to accept as a “necessary evil”.
Fazal Raheman +3 more
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A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS [PDF]
Machine Learning and Knowledge Extraction, 2023 YOLO has become a central real-time object detection system for robotics, driverless cars, and video monitoring applications. We present a comprehensive analysis of YOLO’s evolution, examining the innovations and contributions in each iteration from the ...
Juan R. Terven +2 more
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Most Resource Efficient Matrix Vector Multiplication on FPGAs
IEEE Access, 2023 Fast and resource-efficient inference in artificial neural networks (ANNs) is of utmost importance and drives many new developments in the area of new hardware architectures, e.g., by means of systolic arrays or algorithmic optimization such as pruning ...
Alexander Lehnert +4 more
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Quantum Computer Architecture: Towards Full-Stack Quantum Accelerators [PDF]
Design, Automation and Test in Europe, 2019 This paper presents the definition and implementation of a quantum computer architecture to enable creating a new computational device - a quantum computer as an accelerator.
K. Bertels +7 more
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Verification of serialising instructions for security against transient execution attacks
IET Computers & Digital Techniques, 2023 Transient execution attacks such as Spectre and Meltdown exploit speculative execution in modern microprocessors to leak information via cache side‐channels.
Kushal K. Ponugoti +2 more
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