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06/06/2023
A Novel Implementation Methodology for Error Correction Codes on a Neuromorphic Architecture
The Internet of Things infrastructure connects a massive number of edge ...
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04/24/2023
CEDR-API: Productive, Performant Programming of Domain-Specific Embedded Systems
As the computing landscape evolves, system designers continue to explore...
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11/26/2022
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC
In this study, we introduce a methodology for automatically transforming...
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08/20/2022
Graph analytics workflows enactment on just in time data centres, Position Paper
This paper discusses our vision of multirole-capable decision-making sys...
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07/22/2022
A Hardware-based HEFT Scheduler Implementation for Dynamic Workloads on Heterogeneous SoCs
Non-uniform performance and power consumption across the processing elem...
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04/15/2022
CEDR – A Compiler-integrated, Extensible DSSoC Runtime
In this work, we present CEDR, a Compiler-integrated, Extensible Domain ...
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12/16/2021
Performant, Multi-objective Scheduling of Highly Interleaved Task Graphs on Heterogeneous System on Chip Devices
Performance-, power-, and energy-aware scheduling techniques play an ess...
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09/22/2021
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs
Domain-specific systems-on-chip (DSSoCs) aim at bridging the gap between...
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08/05/2021
JITA4DS: Disaggregated execution of Data Science Pipelines between the Edge and the Data Centre
This paper targets the execution of data science (DS) pipelines supporte...
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03/14/2021
Putting Data Science Pipelines on the Edge
This paper proposes a composable "Just in Time Architecture" for Data Sc...
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11/01/2020
RANC: Reconfigurable Architecture for Neuromorphic Computing
Neuromorphic architectures have been introduced as platforms for energy ...
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06/11/2020
Growing Artificial Neural Networks
Pruning is a legitimate method for reducing the size of a neural network...
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04/08/2020
FPGA Based Emulation Environment for Neuromorphic Architectures
Neuromorphic architectures such as IBM's TrueNorth and Intel's Loihi hav...
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04/01/2020
User-Space Emulation Framework for Domain-Specific SoC Design
In this work, we propose a portable, Linux-based emulation framework to ...
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03/19/2020
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework
Heterogeneous systems-on-chip (SoCs) are highly favorable computing plat...
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08/10/2019