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09/07/2023
METICULOUS: An FPGA-based Main Memory Emulator for System Software Studies
Due to the scaling problem of the DRAM technology, non-volatile memory d...
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05/26/2021
kEDM: A Performance-portable Implementation of Empirical Dynamic Modeling using Kokkos
Empirical Dynamic Modeling (EDM) is a state-of-the-art non-linear time-s...
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04/19/2021
An Oracle for Guiding Large-Scale Model/Hybrid Parallel Training of Convolutional Neural Networks
Deep Neural Network (DNN) frameworks use distributed training to enable ...
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11/22/2020
Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution
Empirical Dynamic Modeling (EDM) is a nonlinear time series causal infer...
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10/26/2020
Disaggregated Accelerator Management System for Cloud Data Centers
A conventional data center that consists of monolithic-servers is confro...
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08/26/2020
Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA
The dedicated memory of hardware accelerators can be insufficient to sto...
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02/13/2020
A Prompt Report on the Performance of Intel Optane DC Persistent Memory Module
In this prompt report, we present the basic performance evaluation of In...
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09/06/2019
iFDK: A Scalable Framework for Instant High-resolution Image Reconstruction
Computed Tomography (CT) is a widely used technology that requires compu...
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08/02/2019
A Software-based NVM Emulator Supporting Read/Write Asymmetric Latencies
Non-volatile memory (NVM) is a promising technology for low-energy and h...
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07/28/2019
The Preliminary Evaluation of a Hypervisor-based Virtualization Mechanism for Intel Optane DC Persistent Memory Module
Non-volatile memory (NVM) technologies, being accessible in the same man...
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07/14/2019
A Versatile Software Systolic Execution Model for GPU Memory-Bound Kernels
This paper proposes a versatile high-performance execution model, inspir...
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02/05/2019