High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors

14 March 2019

Siqi Wang

Gayathri Ananthanarayanan

Papers citing "High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors"

25 / 25 papers shown

Title
Optimizing Multi-DNN Inference on Mobile Devices through Heterogeneous Processor Co-Execution Yunquan Gao Zhiguo Zhang Praveen Kumar Donta C. Dehury Xiang Wang Dusit Niyato Qiyang Zhang 46 0 0 27 Mar 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 65 1 0 08 Mar 2025
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers Varatheepan Paramanayakam Andreas Karatzas Dimitrios Stamoulis Iraklis Anagnostopoulos 70 0 0 06 Mar 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 41 0 0 08 Jan 2025
RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices Andreas Karatzas Dimitrios Stamoulis Iraklis Anagnostopoulos 66 1 0 26 Nov 2024
HiDP: Hierarchical DNN Partitioning for Distributed Inference on Heterogeneous Edge Platforms Zain Taufique Aman Vyas Antonio Miele P. Liljeberg A. Kanduri 71 0 0 25 Nov 2024
A Framework to Enable Algorithmic Design Choice Exploration in DNNs Timothy L. Cronin IV Sanmukh Kuppannagari 56 0 0 10 Oct 2024
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads Ioannis Panopoulos Stylianos I. Venieris I. Venieris 38 2 0 02 Sep 2024
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference Shengyuan Ye Jiangsu Du Liekang Zeng Wenzhong Ou Xiaowen Chu Yutong Lu Xu Chen 44 17 0 27 May 2024
DLAS: An Exploration and Assessment of the Deep Learning Acceleration Stack Perry Gibson José Cano Elliot J. Crowley Amos Storkey Michael F. P. O'Boyle 29 1 0 15 Nov 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey Sicong Liu Bin Guo Cheng Fang Ziqi Wang Shiyan Luo Zimu Zhou Zhiwen Yu AI4CE 46 22 0 27 Sep 2023
OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload Andreas Karatzas Iraklis Anagnostopoulos 21 20 0 06 Jul 2023
ODIN: Overcoming Dynamic Interference in iNference pipelines Pirah Noor Soomro Nikela Papadopoulou Miquel Pericàs 8 0 0 02 Jun 2023
GreenScale: Carbon-Aware Systems for Edge Computing Young Geun Kim Udit Gupta Andrew McCrabb Yong-Bum Son V. Bertacco David Brooks Carole-Jean Wu 26 14 0 01 Apr 2023
The Effects of Partitioning Strategies on Energy Consumption in Distributed CNN Inference at The Edge Erqian Tang Xiaotian Guo T. Stefanov 16 1 0 15 Oct 2022
Inference Latency Prediction at the Edge Zhuojin Li Marco Paolieri L. Golubchik 29 3 0 06 Oct 2022
Shisha: Online scheduling of CNN pipelines on heterogeneous architectures Pirah Noor Soomro M. Abduljabbar J. Castrillón Miquel Pericàs 24 1 0 23 Feb 2022
Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning Rik Mulder Valentin Radu Christophe Dubach 6 2 0 20 Oct 2020
HAPI: Hardware-Aware Progressive Inference Stefanos Laskaridis Stylianos I. Venieris Hyeji Kim Nicholas D. Lane 30 45 0 10 Aug 2020
AutoScale: Optimizing Energy Efficiency of End-to-End Edge Inference under Stochastic Variance Young Geun Kim Carole-Jean Wu 19 3 0 06 May 2020
Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design Xingyao Zhang Shuaiwen Leon Song Chenhao Xie Jing Wang Wei-gong Zhang Xin Fu 34 20 0 07 Nov 2019
Neural Network Inference on Mobile SoCs Siqi Wang A. Pathania T. Mitra 18 84 0 24 Aug 2019
Collaborative Heterogeneous Computing on MPSoCs Siqi Wang 6 0 0 25 Jul 2019
Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning Zhiqian Chen Gaurav Kolhe S. Rafatirad Sai Manoj P D Houman Homayoun Liang Zhao Chang-Tien Lu AAML 20 14 0 14 Feb 2019
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 90 517 0 09 Apr 2018