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01/27/2023
Enabling Multi-threading in Heterogeneous Quantum-Classical Programming Models
In this paper, we address some of the key limitations to realizing a gen...
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03/11/2022
Automatic Parallelization of Python Programs for Distributed Heterogeneous Computing
This paper introduces a novel approach to automatic ahead-of-time (AOT) ...
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07/12/2021
A Scalable Actor-based Programming System for PGAS Runtimes
PGAS runtimes are well suited to irregular applications due to their sup...
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01/05/2021
An Ownership Policy and Deadlock Detector for Promises
Task-parallel programs often enjoy deadlock freedom under certain restri...
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11/06/2020
Task-Graph Scheduling Extensions for Efficient Synchronization and Communication
Task graphs have been studied for decades as a foundation for scheduling...
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09/13/2020
Advanced Graph-Based Deep Learning for Probabilistic Type Inference
Dynamically typed languages such as JavaScript and Python have emerged a...
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06/05/2020
MISIM: An End-to-End Neural Code Similarity System
Code similarity systems are integral to a range of applications from cod...
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06/02/2020
Vyasa: A High-Performance Vectorizing Compiler for Tensor Convolutions on the Xilinx AI Engine
Xilinx's AI Engine is a recent industry example of energy-efficient vect...
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03/24/2020
Context-Aware Parse Trees
The simplified parse tree (SPT) presented in Aroma, a state-of-the-art c...
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02/18/2020
Marvel: A Data-centric Compiler for DNN Operators on Spatial Accelerators
The efficiency of a spatial DNN accelerator depends heavily on the compi...
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02/18/2020
MARVEL: A Decoupled Model-driven Approach for Efficiently Mapping Convolutions on Spatial DNN Accelerators
The efficiency of a spatial DNN accelerator depends heavily on the compi...
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08/01/2016