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06/06/2023
Fifty Years of ISCA: A data-driven retrospective on key trends
Computer Architecture, broadly, involves optimizing hardware and softwar...
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04/21/2023
Integrating Per-Stream Stat Tracking into Accel-Sim
Accel-Sim is a widely used computer architecture simulator that models t...
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02/06/2023
Computation vs. Communication Scaling for Future Transformers on Future Hardware
Scaling neural network models has delivered dramatic quality gains acros...
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08/23/2022
Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems
Scientists are increasingly exploring and utilizing the massive parallel...
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04/23/2021
A Case for Fine-grain Coherence Specialization in Heterogeneous Systems
Hardware specialization is becoming a key enabler of energyefficient per...
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04/14/2021
Demystifying BERT: Implications for Accelerator Design
Transfer learning in natural language processing (NLP), as realized usin...
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07/20/2020
SeqPoint: Identifying Representative Iterations of Sequence-based Neural Networks
The ubiquity of deep neural networks (DNNs) continues to rise, making th...
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07/07/2020
The gem5 Simulator: Version 20.0+
The open-source and community-supported gem5 simulator is one of the mos...
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02/19/2020
Specializing Coherence, Consistency, and Push/Pull for GPU Graph Analytics
This work provides the first study to explore the interaction of update ...
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09/30/2019
Optimizing GPU Cache Policies for MI Workloads
In recent years, machine intelligence (MI) applications have emerged as ...
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11/18/2018
