Chia-Heng Tu

According to our database, Chia-Heng Tu authored at least 70 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SecureTVM: A TVM-based Compiler Framework for Selective Privacy-preserving Neural Inference.

Po-Hsuan Huang, Chia-Heng Tu, Shen-Ming Chung, Pei-Yuan Wu, Tung-Lin Tsai, Yi-An Lin, Chun-Yi Dai, Tzu-Yi Liao

ACM Trans. Design Autom. Electr. Syst., July, 2023

Towards Optimizations of Quantum Circuit Simulation for Solving Max-Cut Problems with QAOA.

Yu-Cheng Lin, Chuan-Chi Wang, Chia-Heng Tu, Shih-Hao Hung

CoRR, 2023

CAT: Context Aware Tracing for Rust Asynchronous Programs.

Tsung-Yen Wang, Shao-Hua Wang, Chia-Heng Tu, Wen-Yew Liang

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Towards Scalable Quantum Circuit Simulation via RDMA.

Chia-Hsin Hsu, Chuan-Chi Wang, Nai-Wei Hsu, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the 2023 International Conference on Research in Adaptive and Convergent Systems, 2023

A Profiling Guided Optimization Scheme for Accelerating Quantum Simulations.

Yu-Tsung Wu, Po-Hsuan Huang, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Energy Aware Collaborative Machine Learning on Energy-Harvesting Devices.

Qihui Sun, Chia-Heng Tu

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Designing Multi-Class Classifiers for Sub-mA Microcontroller Platforms.

Qihui Sun, Mei-Lan Lin, Chia-Heng Tu

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

TRAIN: A Reinforcement Learning Based Timing-Aware Neural Inference on Intermittent Systems.

Shu-Ting Cheng, Wen Sheng Lim, Chia-Heng Tu, Yuan-Hao Chang

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Data Freshness Optimization on Networked Intermittent Systems.

Hao-Jan Huang, Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, Yuan-Hao Chang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

POPS: an off-peak precomputing scheme for privacy-preserving computing.

Po-Hsuan Huang, Ting-Wei Chang, Chia-Heng Tu, Shen-Ming Chung

J. Supercomput., 2022

Automatic traffic modelling for creating digital twins to facilitate autonomous vehicle development.

Shao-Hua Wang, Chia-Heng Tu, Jyh-Ching Juang

Connect. Sci., 2022

cuPSO: GPU parallelization for particle swarm optimization algorithms.

Chuan-Chi Wang, Chun-Yen Ho, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Performance Acceleration of Secure Machine Learning Computations for Edge Applications.

Zi-Jie Lin, Chuan-Chi Wang, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the 28th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2022

A software framework of roadside units for traffic condition perception and broadcast.

Shao-Hua Wang, Wei-Liang Yiu, Chia-Heng Tu, Da-Wei Chang, Wei-Hsun Lee

Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2022

TensorHE: a homomorphic encryption transformer for privacy-preserving deep learning.

Chuan-Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Shih-Hao Hung

Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2022

ESCA: Effective System Call Aggregation for Event-Driven Servers.

Yu-Cheng Cheng, Ching-Chun Jim Huang, Chia-Heng Tu

Proceedings of the 30th Euromicro International Conference on Parallel, 2022

Execution Flow Aware Profiling for ROS-based Autonomous Vehicle Software.

Shao-Hua Wang, Chia-Heng Tu, Ching-Chun Jim Huang, Jyh-Ching Juang

Proceedings of the Workshop Proceedings of the 51st International Conference on Parallel Processing, 2022

Automated Bus Rapid Transit System Development with 3D Simulations.

Shao-Hua Wang, Chun-Ting Wu, Chia-Heng Tu, Jyh-Ching Juang, Tsung-Ming Hsu

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

2021

On designing the adaptive computation framework of distributed deep learning models for Internet-of-Things applications.

Chia-Heng Tu, Qihui Sun, Mu-Hsuan Cheng

J. Supercomput., 2021

RAP: A Software Framework of Developing Convolutional Neural Networks for Resource-constrained Devices Using Environmental Monitoring as a Case Study.

Chia-Heng Tu, Qihui Sun, Hsiao-Hsuan Chang

ACM Trans. Cyber Phys. Syst., 2021

iCheck: Progressive Checkpointing for Intermittent Systems.

Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, Yuan-Hao Chang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

TONIC: towards oblivious neural inference compiler.

Po-Hsuan Huang, Chia-Heng Tu, Shen-Ming Chung

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

2020

ResPerfNet: Deep Residual Learning for Regressional Performance Modeling of Deep Neural Networks.

Chuan-Chi Wang, Ying-Chiao Liao, Chia-Heng Tu, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung

CoRR, 2020

uFETCH: A Unified Searchable Encryption Scheme and Its Saas-Native to Make DBMS Privacy-Preserving.

Shen-Ming Chung, Ming-Der Shieh, Tzi-Cker Chiueh, Chia-Chia Liu, Chia-Heng Tu

IEEE Access, 2020

Autonomous Vehicle Simulation for Asia Urban Areas with a Perspective from Education.

Shao-Hua Wang, Chen-Xuan Lin, Chia-Heng Tu, Ching-Chun Jim Huang, Jyh-Ching Juang

Proceedings of the International Computer Symposium, 2020

PerfNetRT: Platform-Aware Performance Modeling for Optimized Deep Neural Networks.

Ying-Chiao Liao, Chuan-Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung

Proceedings of the International Computer Symposium, 2020

2019

Rapid Hybrid Simulation Methods for Exploring the Design Space of Signal Processors with Dynamic and Scalable Timing Models.

Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung

J. Signal Process. Syst., 2019

A Halide-based Synergistic Computing Framework for Heterogeneous Systems.

Shih-Wei Liao, Shao-Yun Kuang, Chia-Lung Kao, Chia-Heng Tu

J. Signal Process. Syst., 2019

GPUBlocks: GUI Programming Tool for CUDA and OpenCL.

Yuan-Shin Hwang, Hsih-Hsin Lin, Shen-Hung Pai, Chia-Heng Tu

J. Signal Process. Syst., 2019

Augmenting Operating Systems with OpenCL Accelerators.

Chia-Heng Tu, Te-Sheng Lin

ACM Trans. Design Autom. Electr. Syst., 2019

Modeling Interprocessor Communication and Performance Scalability for Distributed Deep Learning Systems.

Yi-Hong Lyu, Cheng-Yueh Liu, Chen-Pang Lee, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

2018

Performance optimization of heterogeneous cloud storage with bandwidth & capacity considerations.

Po-Chun Huang, Yuan-Hao Chang, Tseng-Yi Chen, Chia-Heng Tu, Chun Chen, Hsin-Wen Wei, Wei-Kuan Shih

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Phase-Based Profiling and Performance Prediction with Timing Approximate Simulators.

Chih Wei Yeh, Chia-Heng Tu, Yi-Chuan Liang, Shih-Hao Hung

Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2018

An Adaptive Computation Framework of Distributed Deep Learning Models for Internet-of-Things Applications.

Mu-Hsuan Cheng, Qihui Sun, Chia-Heng Tu

Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2018

Acceleration of Monte-Carlo simulation on high performance computing platforms.

Pei-Jen Wang, Cheng-Yueh Liu, Chia-Heng Tu, Chen-Pang Lee, Shih-Hao Hung

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems, 2018

A Fast and Scalable Cluster Simulator for Network Performance Projection of HPC Applications.

Cheng-Yueh Liu, Po-Yao Huang, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017

Fast profiling framework and race detection for heterogeneous system.

Cheng-Kung Lai, Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung

J. Syst. Archit., 2017

GPU acceleration for Kernel Samepage Merging.

Wei-Cheng Lin, Chia-Heng Tu, Chih Wei Yeh, Shih-Hao Hung

Proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2017

Program Analysis with a Loop-Function-based Tracing Tool on Virtual Platforms.

Tsung-Han Chiang, Cheng-Yueh Liu, Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung

Proceedings of the International Conference on Research in Adaptive and Convergent Systems, 2017

2016

Virtual Hadoop: MapReduce over Docker Containers with an Auto-Scaling Mechanism for Heterogeneous Environments.

Yi-Wei Chen, Shih-Hao Hung, Chia-Heng Tu, Chih Wei Yeh

Proceedings of the International Conference on Research in Adaptive and Convergent Systems, 2016

A Platform-Oblivious Approach for Heterogeneous Computing: A Case Study with Monte Carlo-based Simulation for Medical Applications.

Shih-Hao Hung, Min-Yu Tsai, Bo-Yi Huang, Chia-Heng Tu

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

Relay-based key management to support secure deletion for resource-constrained flash-memory storage devices.

Wei-Lin Wang, Yuan-Hao Chang, Po-Chun Huang, Chia-Heng Tu, Hsin-Wen Wei, Wei-Kuan Shih

Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015

Migratom.js: a JavaScript migration framework for distributed web computing and mobile devices.

Tai-Lun Tseng, Shih-Hao Hung, Chia-Heng Tu

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

The deployment of shared data objects among handheld and wearable devices.

Sheng-Wei Cheng, Che-Wei Chang, Yuan-Hao Chang, Pi-Cheng Hsiu, Chia-Heng Tu

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

CUDABlock: A GUI Programming Tool for CUDA.

Hsih-Hsin Lin, Chia-Heng Tu, Yuan-Shin Hwang

Proceedings of the 44th International Conference on Parallel Processing Workshops, 2015

2014

Message-Passing Programming for Embedded Multicore Signal-Processing Platforms.

Shih-Hao Hung, Po-Hsun Chiu, Chia-Heng Tu, Wei-Ting Chou, Wen-Long Yang

J. Signal Process. Syst., 2014

Performance and power profiling for emulated Android systems.

Chia-Heng Tu, Hui-Hsin Hsu, Jen-Hao Chen, Chun-Han Chen, Shih-Hao Hung

ACM Trans. Design Autom. Electr. Syst., 2014

MobileFBP: Designing portable reconfigurable applications for heterogeneous systems.

Shih-Hao Hung, Tien-Tzong Tzeng, Jyun-De Wu, Min-Yu Tsai, Yi-Chih Lu, Jeng-Peng Shieh, Chia-Heng Tu, Wen-Jen Ho

J. Syst. Archit., 2014

Exploring the Design Space for Android Smartphones.

Shih-Hao Hung, Jen-Hao Chen, Chia-Heng Tu, Jeng-Peng Shieh, Roger Chien

Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014

Bad page relaxation to prolong the lifetime of flash devices.

Ming-Chang Yang, Yuan-Hung Kuan, Yuan-Hao Chang, Pei-Lun Suei, Chia-Heng Tu, Norman Chang

Proceedings of the IEEE 3rd Global Conference on Consumer Electronics, 2014

2013

Performance and Power Estimation for Mobile-Cloud Applications on Virtualized Platforms.

Shih-Hao Hung, Fu-Tien Liang, Chia-Heng Tu, Norman Chang

Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

2012

MCEmu: A Framework for Software Development and Performance Analysis of Multicore Systems.

Chia-Heng Tu, Shih-Hao Hung, Tung-Chieh Tsai

ACM Trans. Design Autom. Electr. Syst., 2012

Performance evaluation of machine-to-machine (M2M) systems with virtual machines.

Shih-Hao Hung, Chun-Han Chen, Chia-Heng Tu

Proceedings of the 15th International Symposium on Wireless Personal Multimedia Communications, 2012

On the Portability and Performance of Message-Passing Programs on Embedded Multicore Platforms.

Shih-Hao Hung, Po-Hsun Chiu, Chia-Heng Tu, Wei-Ting Chou, Wen-Long Yang

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A real-time, energy-efficient system software suite for heterogeneous multicore platforms.

Shih-Hao Hung, Chi-Sheng Shih, Tei-Wei Kuo, Chia-Heng Tu, Che-Wei Chang

Proceedings of the 10th International Conference on Hardware/Software Codesign and System Synthesis, 2012

System-wide profiling and optimization with virtual machines.

Shih-Hao Hung, Tei-Wei Kuo, Chi-Sheng Shih, Chia-Heng Tu

Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012

2011

A portable, efficient inter-core communication scheme for embedded multicore platforms.

Shih-Hao Hung, Chia-Heng Tu, Wen-Long Yang

J. Syst. Archit., 2011

2010

Task Scheduling for Context Minimization in Dynamically Reconfigurable Platforms.

Nei-Chiung Perng, Shih-Hao Hung, Chia-Heng Tu

J. Signal Process. Syst., 2010

Designing and Implementing a Portable, Efficient Inter-core Communication Scheme for Embedded Multicore Platforms.

Shih-Hao Hung, Wen-Long Yang, Chia-Heng Tu

Proceedings of the 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2010

V2X: An Automated Tool for Building SystemC-Based Simulation Environments in Designing Multicore Systems-on-Chips.

Yun-Hung Liaw, Shih-Hao Hung, Chia-Heng Tu

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2010

Trace-based performance analysis framework for heterogeneous multicore systems.

Shih-Hao Hung, Chia-Heng Tu, Thean-Siew Soon

Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

A Virtual Timing Device for Program Performance Analysis.

Wen-Chang Hsu, Shih-Hao Hung, Chia-Heng Tu

Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009

Machine learning-based prefetch optimization for data center applications.

Shih-wei Liao, Tzu-Han Hung, Donald Nguyen, Chinyen Chou, Chia-Heng Tu, Hucheng Zhou

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Zero-Buffer Inter-core Process Communication Protocol for Heterogeneous Multi-core Platforms.

Yu-Hsien Lin, Chia-Heng Tu, Chi-Sheng Shih, Shih-Hao Hung

Proceedings of the 15th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2009

Prefetch optimizations on large-scale applications via parameter value prediction.

Shih-wei Liao, Tzu-Han Hung, Donald Nguyen, Hucheng Zhou, Chinyen Chou, Chia-Heng Tu

Proceedings of the 23rd international conference on Supercomputing, 2009

An Automatic Compiler Optimizations Selection Framework for Embedded Applications.

Shih-Hao Hung, Chia-Heng Tu, Huang-Sen Lin, Chi-Meng Chen

Proceedings of the International Conference on Embedded Software and Systems, 2009

2008

New Tracing and Performance Analysis Techniques for Embedded Applications.

Shih-Hao Hung, Shu-Jheng Huang, Chia-Heng Tu

Proceedings of the Fourteenth IEEE Internationl Conference on Embedded and Real-Time Computing Systems and Applications, 2008

Optimizing the Embedded Caching and Prefetching Software on a Network-Attached Storage System.

Shih-Hao Hung, Chien-Cheng Wu, Chia-Heng Tu

Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

2007

Scalable Lossless High Definition Image Coding on Multicore Platforms.

Shih-Wei Liao, Shih-Hao Hung, Chia-Heng Tu, Jen-Hao Chen

Proceedings of the Embedded and Ubiquitous Computing, International Conference, 2007

2005

Dynamic Load-Balancing of Jini Services with Smart Proxies.

Hung-Hsiang Lin, Chia-Heng Tu, Yuan-Shin Hwang

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005