Paper-Conference

Analysis and optimization of CNN-based semantic segmentation of satellite images
In this paper, we analyze and optimize the CNN (Convolutional Neural Network) based semantic segmentation network, U-Net. While U-Net …
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Analysis and Optimization of CNN-based Super Resolution with Filter Pruning
Recent studies using convolutional neural networks (CNN) have been conducted in the field of super resolution. These studies include …
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A SIMD-aware pruning technique for convolutional neural networks with multi-sparsity levels: Work-in-Progress
Designs of electronic systems often require considering multiple design concerns. In this paper, we propose a novel multi-phase pruning …
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위성탑재체 내장형 SW 의 열주기 고려 안정성 향상기법
요 약본 논문에서는 위성탑재체 내장형 시스템에서 열주기를 고려한 태스크 매핑-스케줄링을 통해 시스템의 안정성을 향상 할수 있는 기법을 제안한다. 기존 연구들이 시스템의 최악 온도를 낮추는 것에 주력하였던 반면, 제안하는 기법에서는 시스템의열주 …
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Context-aware dataflow adaptation technique for low-power multi-core embedded systems
Today’s embedded systems operate under increasingly dynamic conditions. First, computational workloads can be either fluctuating …
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차량 통합 ECU 개발 초기단계에서의 싱글 및 멀티코어 MCU 사용 효과 분석 방안 에 관한 연구
요 약차량 통합 ECU 개발 분야에서 멀티코어 MCU 를 적용한 ECU 개발이 점점 증가하는 추세이다. 싱글 코어 MCU 로는 품질 속성을 만족시키기에 부족한 시스템에 대해 멀티코어 MCU 를 적용하는 것이다. 하지만 ECU 를 개발하는 입장 …
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Executable dataflow benchmark generation technique for multi-core embedded systems
As the complexity of multi-core embedded systems continuously grows, the optimization and verification of such systems become …
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Real-time co-scheduling of multiple dataflow graphs on multi-processor systems
It is challenging to schedule multiple dataflow applications concurrently on multi-processor embedded systems with processor sharing. …
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Modeling and power optimization of cyber-physical systems with energy-workload tradeoff
In this paper, we propose to take the relationship between delay and workload into account in the optimization of cyber-physical …
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Adapnet: Adapting process networks in response to resource variations
A widely considered strategy to prevent interference issues on multi-processor systems is to isolate the execution of the individual …
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