Soonhoi Ha

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 66

Top Venues

DAC

ESTIMedia

ACM Trans. Design Autom. Electr. Syst.

IEEE Access

Publications

Kyonghwan Yoon, Eunjin Jeong, Woosuk Kang, Soonhoi Ha
Memory Usage Estimation for Dataflow-Model-Based Software Development Methodology. IEEE Des. Test 41 (1) (2024)
Choonghoon Park, Soonhoi Ha
A Novel Throughput Enhancement Method for Deep Learning Applications on Mobile Devices With Heterogeneous Processors. IEEE Access 12 (2024)
Choonghoon Park, Hyunsu Moh, Jimin Lee, Changjae Yi, Soonhoi Ha
Fast and Accurate Virtual Prototyping of an NPU with Analytical Memory Modeling. RSP (2023)
Jangryul Kim, Soonhoi Ha
Energy-Aware Scenario-Based Mapping of Deep Learning Applications Onto Heterogeneous Processors Under Real-Time Constraints. IEEE Trans. Computers 72 (6) (2023)
Euiseok Kim, Taehyeong Son, Soonhoi Ha
A novel hierarchical edge-based architecture for service oriented IoT. Internet Things 24 (2023)
Jungsub Lim, Soomi Lee, Soonhoi Ha
Resolution Based Incremental Scaling Methodology for CNNs. IEEE Access 11 (2023)
Jangryul Kim, Jaewoo Son, Soonhoi Ha
A Novel Technique to Support Deep Learning Applications in a Model-Based Embedded Software Design Methodology. IEEE Access 11 (2023)
Soonhoi Ha
How to Boost Deep Neural Networks for Computer Vision. DAC (2023)
Keonjoo Lee, Donghyun Kang, Duseok Kang, Soonhoi Ha
Analysis of the Effect of Off-chip Memory Access on the Performance of an NPU System. ISQED (2022)
Mari-Liis Oldja, Jangryul Kim, Dowhan Jeong, Soonhoi Ha
Hierarchical Scheduling of an SDF/L Graph onto Multiple Processors. ACM Trans. Design Autom. Electr. Syst. 27 (3) (2022)
Duseok Kang, Donghyun Kang, Soonhoi Ha
Multi-Bank On-Chip Memory Management Techniques for CNN Accelerators. IEEE Trans. Computers 71 (5) (2022)
Donghyun Kang, Soonhoi Ha
Datapath Extension of NPUs to Support Nonconvolutional Layers Efficiently. IEEE Des. Test 39 (5) (2022)
Changjae Yi, Donghyun Kang, Soonhoi Ha
Hardware-Software Codesign of a CNN Accelerator. DSD (2022)
Jaeseong Lee, Jungsub Rhim, Duseok Kang, Soonhoi Ha
SNAS: Fast Hardware-Aware Neural Architecture Search Methodology. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Eunjin Jeong, Jangryul Kim, Soonhoi Ha
TensorRT-Based Framework and Optimization Methodology for Deep Learning Inference on Jetson Boards. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Eunjin Jeong, Jangryul Kim, Samnieng Tan, Jaeseong Lee, Soonhoi Ha
Deep Learning Inference Parallelization on Heterogeneous Processors With TensorRT. IEEE Embed. Syst. Lett. 14 (1) (2022)
Jangryul Kim, KangKyu Park, Hoeseok Yang, Soonhoi Ha
Adaptive run-time scheduling of dependent services for service-oriented IoT systems. Des. Autom. Embed. Syst. 25 (4) (2021)
Dowhan Jeong, Jangryul Kim, Mari-Liis Oldja, Soonhoi Ha
Parallel Scheduling of Multiple SDF Graphs Onto Heterogeneous Processors. IEEE Access 9 (2021)
Eunjin Jeong, Dowhan Jeong, Soonhoi Ha
Dataflow Model-based Software Synthesis Framework for Parallel and Distributed Embedded Systems. ACM Trans. Design Autom. Electr. Syst. 26 (5) (2021)
Jintaek Kang, Changjae Yi, Keonjoo Lee, Seungwook Lee, Soojung Ryu, Soonhoi Ha
Fast Simulation of a Many-NPU Network-on-Chip for Microarchitectural Design Space Exploration. DSD (2021)
Donghyun Kang, Soonhoi Ha
Tensor Virtualization Technique to Support Efficient Data Reorganization for CNN Accelerators. DAC (2020)
Hyesun Hong, Woosuk Kang, Soonhoi Ha
Software Development Framework for Cooperating Robots with High-level Mission Specification. IROS (2020)
Jangryul Kim, Soonhoi Ha
Fast Performance Estimation and Design Space Exploration of SSD Using AI Techniques. SAMOS (2020)
Duseok Kang, Jinwoo Oh, Jongwoo Choi, Youngmin Yi, Soonhoi Ha
Scheduling of Deep Learning Applications Onto Heterogeneous Processors in an Embedded Device. IEEE Access 8 (2020)
Jaeseong Lee, Duseok Kang, Soonhoi Ha
S3NAS: Fast NPU-aware Neural Architecture Search Methodology. CoRR (2020)
Donghyun Kang, Jintaek Kang, Hyungdal Kwon, Hyunsik Park, Soonhoi Ha
A Novel Convolutional Neural Network Accelerator That Enables Fully-Pipelined Execution of Layers. ICCD (2019)
Junchul Choi, Hoeseok Yang, Soonhoi Ha
Optimization of Fault-Tolerant Mixed-Criticality Multi-Core Systems with Enhanced WCRT Analysis. ACM Trans. Design Autom. Electr. Syst. 24 (1) (2019)
Soonhoi Ha, Petru Eles
2018 Embedded Systems Week (ESWEEK) in Torino. IEEE Des. Test 36 (1) (2019)
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
Low-Power Computer Vision: Status, Challenges, Opportunities. CoRR (2019)
Jintaek Kang, Dowhan Jung, Kwanghyun Chung, Soonhoi Ha
Fast Performance Estimation and Design Space Exploration of Manycore-based Neural Processors. DAC (2019)
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
Low-Power Computer Vision: Status, Challenges, and Opportunities. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (2) (2019)
Lothar Thiele, Soonhoi Ha
The 2017 Embedded Systems Week (ESWEEK). IEEE Des. Test 35 (1) (2018)
Soonhoi Ha, Petru Eles
Editorial. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Jintaek Kang, Kwanghyun Chung, Youngmin Yi, Soonhoi Ha
NNsim: fast performance estimation based on sampled simulation of GPGPU kernels for neural networks. DAC (2018)
Barend Harris, Mansureh S. Moghaddam, Duseok Kang, Inpyo Bae, Euiseok Kim, Hyemi Min, Hansu Cho, Sukjin Kim, Bernhard Egger, Soonhoi Ha, Kiyoung Choi
Architectures and algorithms for user customization of CNNs. ASP-DAC (2018)
Duseok Kang, Euiseok Kim, Inpyo Bae, Bernhard Egger, Soonhoi Ha
C-GOOD: C-code generation framework for optimized on-device deep learning. ICCAD (2018)
Hyesun Hong, Hanwoong Jung, KangKyu Park, Soonhoi Ha
SeMo: Service-Oriented and Model-Based Software Framework for Cooperating Robots. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Hyesun Hong, Hanwoong Jung, KangKyu Park, Yeonggyo Yoon, Soonhoi Ha
Service-Oriented Robot Software Development Framework for Distributed Heterogeneous Platforms. AAMAS (2018)
Junchul Choi, Donghyun Kang, Soonhoi Ha
End-to-end latency analysis of cause-effect chains in an engine management system. DATE (2018)
Soonhoi Ha, Eunjin Jeong
Embedded Software Design Methodology Based on Formal Models of Computation. Principles of Modeling (2018)
Duseok Kang, Donghyun Kang, Jintaek Kang, Sungjoo Yoo, Soonhoi Ha
Joint optimization of speed, accuracy, and energy for embedded image recognition systems. DATE (2018)
Shin-Haeng Kang, Jintaek Kang, Soonhoi Ha
Fast parallel simulation of a manycore architecture with a flit-level on-chip network model. SAMOS (2018)
Junchul Choi, Hyunok Oh, Soonhoi Ha
A hybrid performance analysis technique for distributed real-time embedded systems. Real Time Syst. 54 (3) (2018)
Bernhard Egger, Hochan Lee, Duseok Kang, Mansureh S. Moghaddam, Youngchul Cho, Yeonbok Lee, Sukjin Kim, Soonhoi Ha, Kiyoung Choi
A space- and energy-efficient code Compression/Decompression technique for coarse-grained reconfigurable architectures. CGO (2017)
HyunJae Lee, Eunjin Jeong, Donghyun Kang, Jinmyeong Kim, Soonhoi Ha
A novel service-oriented platform for the internet of things. IOT (2017)
Donghyun Kang, Junchul Choi, Soonhoi Ha
Worst case delay analysis of shared resource access in partitioned multi-core systems. ESTIMedia (2017)
HyunJae Lee, Eunjin Jeong, Donghyun Kang, Jinmyeong Kim, Soonhoi Ha
SoPloT : service-oriented platform for internet of things: work-in-progress. EMSOFT Companion (2017)
Eunjin Jeong, Namgoo Lee, Jinhan Kim, Duseok Kang, Soonhoi Ha
FIFA: A Kernel-Level Fault Injection Framework for ARM-Based Embedded Linux System. ICST (2017)
Hyesun Hong, Hyunok Oh, Soonhoi Ha
Hierarchical Dataflow Modeling of Iterative Applications. DAC (2017)
Mansureh S. Moghaddam, Barend Harris, Duseok Kang, Inpyo Bae, Euiseok Kim, Hyemi Min, Hansu Cho, Sukjin Kim, Bernhard Egger, Soonhoi Ha, Kiyoung Choi
Incremental training of CNNs for user customization: work-in-progress. CASES (2017)
Junchul Choi, Soonhoi Ha
Worst-Case Response Time Analysis of a Synchronous Dataflow Graph in a Multiprocessor System with Real-Time Tasks. ACM Trans. Design Autom. Electr. Syst. 22 (2) (2017)
Hanwoong Jung, Hyunok Oh, Soonhoi Ha
Multiprocessor Scheduling of a Multi-Mode Dataflow Graph Considering Mode Transition Delay. ACM Trans. Design Autom. Electr. Syst. 22 (2) (2017)
Hyung-Chan An, Hoeseok Yang, Soonhoi Ha
A Formal Approach to Power Optimization in CPSs with Delay-Workload Dependence Awareness. CoRR (2016)
Shin-Haeng Kang, Duseok Kang, Hoeseok Yang, Soonhoi Ha
Real-time co-scheduling of multiple dataflow graphs on multi-processor systems. DAC (2016)
Junchul Choi, Donghyun Kang, Soonhoi Ha
Conservative modeling of shared resource contention for dependent tasks in partitioned multi-core systems. DATE (2016)
Hoeseok Yang, Soonhoi Ha
Power Optimization of Multimode Mobile Embedded Systems with Workload-Delay Dependency. Mob. Inf. Syst. 2016 (2016)
Euiseok Kim, Youngsub Ko, Soonhoi Ha
An Adaptive Frames Per Second-Based CPU-GPU Cooperative Dynamic Voltage and Frequency Scaling Governing Technique for Mobile Games. J. Low Power Electron. 12 (4) (2016)
Hyung-Chan An, Hoeseok Yang, Soonhoi Ha
A Formal Approach to Power Optimization in CPSs With Delay-Workload Dependence Awareness. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (5) (2016)
Junchul Choi, Hyunok Oh, Soonhoi Ha
A Hybrid Performance Analysis Technique for Distributed Real-Time Embedded Systems. CoRR (2016)
Shin-Haeng Kang, Donghoon Yoo, Soonhoi Ha
TQSIM: A fast cycle-approximate processor simulator based on QEMU. J. Syst. Archit. (2016)
Hanwoong Jung, Hyunok Oh, Soonhoi Ha
Multiprocessor Scheduling of a Multi-mode Dataflow Graph Considering Mode Transition Delay. CoRR (2016)
Hanwoong Jung, Hyunok Oh, Soonhoi Ha
Multiprocessor Scheduling of an SDF Graph with Library Tasks Considering the Worst Case Contention Delay. ESTIMedia (2016)
Taeyoung Kim, Jintaek Kang, Sungchan Kim, Soonhoi Ha
SoPHy+: Programming model and software platform for hybrid resource management of many-core accelerators. Microprocess. Microsystems 43 (2016)
Shin-Haeng Kang, Hae-woo Park, Sungchan Kim, Hyunok Oh, Soonhoi Ha
Optimal Checkpoint Selection with Dual-Modular Redundancy Hardening. IEEE Trans. Computers 64 (7) (2015)
Hoeseok Yang, Soonhoi Ha
Modeling and power optimization of cyber-physical systems with energy-workload tradeoff. ISLPED (2015)
Youngsub Ko, Youngmin Yi, Joongbaik Kim, Soonhoi Ha
Fast GPU-in-the-loop simulation technique at OpenGL ES API level for Android Graphics Applications. RSP (2015)
Junsoo Jeong, Junchul Choi, Soonhoi Ha
Parallelization and performance prediction for HEVC UHD real-time software decoding. ESTIMedia (2014)
Taeyoung Kim, Jintaek Kang, Sungchan Kim, Soonhoi Ha
SoPHy: A Software Platform for Hybrid Resource Management of Homogeneous Many-core Accelerators. MES@ISCA (2014)
Shin-Haeng Kang, Hoeseok Yang, Sungchan Kim, Iuliana Bacivarov, Soonhoi Ha, Lothar Thiele
Static Mapping of Mixed-Critical Applications for Fault-Tolerant MPSoCs. DAC (2014)
Youngsub Ko, Youngmin Yi, Soonhoi Ha
An efficient parallelization technique for x264 encoder on heterogeneous platforms consisting of CPUs and GPUs. J. Real Time Image Process. 9 (1) (2014)
Sungchan Kim, Chanhee Lee, Taeyoung Kim, Soonhoi Ha
Software platform for hybrid resource management of a many-core accelerator for multimedia applications. ESTIMedia (2014)
Sungchan Kim, Soonhoi Ha
System-level performance analysis of multiprocessor system-on-chips by combining analytical model and execution time variation. Microprocess. Microsystems 38 (3) (2014)
Hanwoong Jung, Chanhee Lee, Shin-Haeng Kang, Sungchan Kim, Hyunok Oh, Soonhoi Ha
Dynamic Behavior Specification and Dynamic Mapping for Real-Time Embedded Systems: HOPES Approach. ACM Trans. Embed. Comput. Syst. 13 (4s) (2014)
Shin-Haeng Kang, Hoeseok Yang, Sungchan Kim, Iuliana Bacivarov, Soonhoi Ha, Lothar Thiele
Reliability-aware mapping optimization of multi-core systems with mixed-criticality. DATE (2014)
Youngsub Ko, Taeyoung Kim, Youngmin Yi, Myungsun Kim, Soonhoi Ha
Hardware-in-the-loop Simulation for CPU/GPU Heterogeneous Platforms. DAC (2014)
Youngsub Ko, Saehanseul Yi, Youngmin Yi, Myungsun Kim, Soonhoi Ha
Hardware-in-the-loop simulation of Android GPGPU applications. ESTIMedia (2014)
Jinwoo Kim, Hyunok Oh, Junchul Choi, Hyojin Ha, Soonhoi Ha
A novel analytical method for worst case response time estimation of distributed embedded systems. DAC (2013)
Chanhee Lee, Sungchan Kim, Hyunok Oh, Soonhoi Ha
Failure-Aware Task Scheduling of Synchronous Data Flow Graphs Under Real-Time Constraints. J. Signal Process. Syst. 73 (2) (2013)
Chanhee Lee, Sungchan Kim, Soonhoi Ha
Efficient run-time resource management of a manycore accelerator for stream-based applications. ESTIMedia (2013)
Dukyoung Yun, Sungchan Kim, Soonhoi Ha
Relaxed synchronization technique for speeding-up the parallel simulation of multiprocessor systems. ASP-DAC (2012)
Dukyoung Yun, Youngmin Yi, Sungchan Kim, Soonhoi Ha
A cycle-level parallel simulation technique exploiting both space and time parallelism. RSP (2012)
Jinwoo Kim, Minyoung Kim, Mark-Oliver Stehr, Hyunok Oh, Soonhoi Ha
A parallel and distributed meta-heuristic framework based on partially ordered knowledge sharing. J. Parallel Distributed Comput. 72 (4) (2012)
Junghee Lee, Hyung Gyu Lee, Soonhoi Ha, Jongman Kim, Chrysostomos Nicopoulos
A programmable processing array architecture supporting dynamic task scheduling and module-level prefetching. Conf. Computing Frontiers (2012)
Young-Pyo Joo, Sungchan Kim, Soonhoi Ha
Efficient hierarchical bus-matrix architecture exploration of processor pool-based MPSoC. Des. Autom. Embed. Syst. 16 (4) (2012)
Dukyoung Yun, Sungchan Kim, Soonhoi Ha
A Parallel Simulation Technique for Multicore Embedded Systems and Its Performance Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31 (1) (2012)
Soonhoi Ha
Prolog to the Section on Hardware/Software Codesign. Proc. IEEE 100 (Centennial-Issue) (2012)
Jinwoo Kim, Hyunok Oh, Hyojin Ha, Shin-Haeng Kang, Junchul Choi, Soonhoi Ha
An ILP-based Worst-case Performance Analysis Technique for Distributed Real-time Embedded Systems. RTSS (2012)
Junchul Choi, Hyunok Oh, Sungchan Kim, Soonhoi Ha
Executing synchronous dataflow graphs on a SPM-based multicore architecture. DAC (2012)
Shin-Haeng Kang, Hoeseok Yang, Lars Schor, Iuliana Bacivarov, Soonhoi Ha, Lothar Thiele
Multi-objective mapping optimization via problem decomposition for many-core systems. ESTIMedia (2012)
Hae-woo Park, Hanwoong Jung, Hyunok Oh, Soonhoi Ha
Library Support in an Actor-Based Parallel Programming Platform. IEEE Trans. Ind. Informatics 7 (2) (2011)
Peter Marwedel, Jürgen Teich, Georgia Kouveli, Iuliana Bacivarov, Lothar Thiele, Soonhoi Ha, Chanhee Lee, Qiang Xu, Lin Huang
Mapping of applications to MPSoCs. CODES+ISSS (2011)
Dukyoung Yun, Jinwoo Kim, Sungchan Kim, Soonhoi Ha
Simulation environment configuration for parallel simulation of multicore embedded systems. DAC (2011)
Jinwoo Kim, Tae-ho Shin, Soonhoi Ha, Hyunok Oh
Resource minimized static mapping and dynamic scheduling of SDF graphs. ESTIMedia (2011)
Tae-ho Shin, Hyunok Oh, Soonhoi Ha
Minimizing buffer requirements for throughput constrained parallel execution of synchronous dataflow graph. ASP-DAC (2011)
Soonhoi Ha, Hyunok Oh
Software synthesis in the ESL methodology for multicore embedded systems. ICSAMOS (2011)
Youngsub Ko, Youngmin Yi, Soonhoi Ha
An efficient parallel motion estimation algorithm and X264 parallelization in CUDA. DASIP (2011)
Young-Pyo Joo, Sungchan Kim, Soonhoi Ha
Fast Communication Architecture Exploration of Processor Pool-Based MPSoC via Static Performance Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30 (3) (2011)
Hanwoong Jung, Youngmin Yi, Soonhoi Ha
Automatic CUDA Code Synthesis Framework for Multicore CPU and GPU Architectures. PPAM (1) (2011)
Minyoung Kim, Mark-Oliver Stehr, Jinwoo Kim, Soonhoi Ha
An Application Framework for Loosely Coupled Networked Cyber-Physical Systems. EUC (2010)
Chanhee Lee, Hokeun Kim, Hae-woo Park, Sungchan Kim, Hyunok Oh, Soonhoi Ha
A task remapping technique for reliable multi-core embedded systems. CODES+ISSS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soonhoi Ha