Pangfeng Liu

ORCID

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 35

Top Venues

Publications

Chao-Yu Lee, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu
Function Clustering to Optimize Resource Utilization on Container Platform. ICPADS (2023)
Cheng-Hung Wu, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu
Exploiting Fine-Grained Structured Pruning for Efficient Inference on CNN Model. ICPADS (2023)
Chien-Hung Lin, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu
Accelerate Inference of CNN Models on CPU via Column Combining Based on Simulated Annealing. candar (2023)
Yu-Jen Chang, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu
Efficient Inference on Convolutional Neural Networks by Image Difficulty Prediction. Big Data (2022)
Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Kung-Fu Chen, Pangfeng Liu, Wei-Chung Hsu
Accelerating Video Captioning on Heterogeneous System Architectures. ACM Trans. Archit. Code Optim. 19 (3) (2022)
Guan-Chen Pan, Pangfeng Liu, Jan-Jan Wu
A Cloud-Native Online Judge System. COMPSAC (2022)
Yi You, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu, Wei-Chung Hsu
Accelerating Convolutional Neural Networks via Inter-operator Scheduling. ICPADS (2022)
Kuan-Wei Lu, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu
Efficient Dual Batch Size Deep Learning for Distributed Parameter Server Systems. COMPSAC (2022)
Hong-Xuan Wei, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu, An-Tai Chen
CNN Models Acceleration Using Filter Pruning and Sparse Tensor Core. Int. J. Netw. Comput. 12 (2) (2022)
Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu
Efficient Video Captioning on Heterogeneous System Architectures. IPDPS (2021)
Chang-Han Chiang, Pangfeng Liu, Da-Wei Wang, Ding-Yong Hong, Jan-Jan Wu
Optimal Branch Location for Cost-effective Inference on Branchynet. IEEE BigData (2021)
An-Tai Chen, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu
Accelerate CNN Models via Filter Pruning and Sparse Tensor Core. CANDAR (2021)
Yung-Chen Chen, Pangfeng Liu, Jan-Jan Wu
Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for High Efficiency and Stable Convergence. PDP (2021)
Yi-Long Chen, Pangfeng Liu, Jan-Jan Wu
An Adaptive Layer Expansion Algorithm for Efficient Training of Deep Neural Networks. IEEE BigData (2020)
Ching Ya Liao, Pangfeng Liu, Jan-Jan Wu
Convolution Filter Pruning for Transfer Learning on Small Dataset. ICS (2020)
Tse-Wen Chen, Pangfeng Liu, Jan-Jan Wu
Exploiting Data Entropy for Neural Network Compression. IEEE BigData (2020)
Pangfeng Liu, Jan-Jan Wu
Task Scheduling Techniques for Deep Learning in Heterogeneous Environment. CANDAR Workshops (2019)
Yu-Tung Hsieh, Chuan-Yu Lee, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu
A Bicameralism Voting Framework for Combining Knowledge from Clients into Better Prediction. IEEE BigData (2019)
Olivier Valery, Pangfeng Liu, Jan-Jan Wu
A collaborative CPU-GPU approach for deep learning on mobile devices. Concurr. Comput. Pract. Exp. 31 (17) (2019)
Olivier Valery, Pangfeng Liu, Jan-Jan Wu
A collaborative CPU-GPU approach for principal component analysis on mobile heterogeneous platforms. J. Parallel Distributed Comput. 120 (2018)
Sheng-Ping Wang, Pangfeng Liu, Jan-Jan Wu
Communication Usage Optimization of Gradient Sparsification with Aggregation in Deep Learning. ICNCC (2018)
Ching-Chi Lin, Jian-Jia Chen, Pangfeng Liu, Jan-Jan Wu
Energy-Efficient Core Allocation and Deployment for Container-Based Virtualization. ICPADS (2018)
Ching-Yuan Tsai, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu
Communication Scheduling Optimization for Distributed Deep Learning Systems. ICPADS (2018)
Po-Yen Wu, Pangfeng Liu, Jan-Jan Wu
Versatile Communication Optimization for Deep Learning by Modularized Parameter Server. IEEE BigData (2018)
Ming-Chia Kuo, Pangfeng Liu, Jan-Jan Wu
An Efficient Dynamic Load-Balancing Large Scale Graph-Processing System. ICNCC (2018)
Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Adaptive Communication for Distributed Deep Learning on Commodity GPU Cluster. CCGrid (2018)
Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Workload prediction and balance for distributed reachability processing for large-scale attribute graphs. Concurr. Comput. Pract. Exp. 30 (6) (2018)
Cing-Fu Jhu, Pangfeng Liu, Jan-Jan Wu
Data Pinning and Back Propagation Memory Optimization for Deep Learning on GPU. CANDAR (2018)
Olivier Valery, Pangfeng Liu, Jan-Jan Wu
Low Precision Deep Learning Training on Mobile Heterogeneous Platform. PDP (2018)
Yi-Lin Cheng, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu
High Resource Utilization Auto-Scaling Algorithms for Heterogeneous Container Configurations. ICPADS (2017)
Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu, Chia Chun Shih, Chi-Chang Huang, Chao-Wen Huang
Efficient Cache Update for In-Memory Cluster Computing with Spark. CCGrid (2017)
Meng-Ju Hsieh, Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Data partition optimisation for column-family NoSQL databases. Int. J. Big Data Intell. 4 (4) (2017)
Olivier Valery, Pangfeng Liu, Jan-Jan Wu
CPU/GPU Collaboration Techniques for Transfer Learning on Mobile Devices. ICPADS (2017)
Ching-Chi Lin, Hsiang-Hsin Li, Jan-Jan Wu, Pangfeng Liu
An Energy-Efficient Scheduler for Throughput Guaranteed Jobs on Asymmetric Multi-Core Platforms. ICPADS (2016)
Ding-Yong Hong, Chun-Chen Hsu, Cheng-Yi Chou, Wei-Chung Hsu, Pangfeng Liu, Jan-Jan Wu
Optimizing Control Transfer and Memory Virtualization in Full System Emulators. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Chun-Chen Hsu, Ding-Yong Hong, Wei-Chung Hsu, Pangfeng Liu, Jan-Jan Wu
A dynamic binary translation system in a client/server environment. J. Syst. Archit. 61 (7) (2015)
Sheng-Yu Fu, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu
SIMD Code Translation in an Enhanced HQEMU. ICPADS (2015)
Olivier Valery, Ju-Cheng Chou, Yulin Tsao, Pangfeng Liu, Jan-Jan Wu
A Partial Workload Offloading Framework in a Mobile Cloud Computing Context. SOCA (2015)
Fei Shao, Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Efficient distributed maximum matching for solving the container exchange problem in the maritime industry. IEEE BigData (2015)
Ching-Chi Lin, You-Cheng Syu, Chao-Jui Chang, Jan-Jan Wu, Pangfeng Liu, Po-Wen Cheng, Wei-Te Hsu
Energy-efficient task scheduling for multi-core platforms with per-core DVFS. J. Parallel Distributed Comput. 86 (2015)
Li-Yung Ho, Meng-Ju Hsieh, Jan-Jan Wu, Pangfeng Liu
Data Partition Optimization for Column-Family NoSQL Databases. SmartCity (2015)
Ting-Wei Chang, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu, Chia Chun Shih, Chao-Wen Huang
Resource Provision for Batch and Interactive Workloads in Data Centers. ICPADS (2015)
Ting-Chou Lin, Ching-Chi Lin, Ting-Wei Chang, Pangfeng Liu, Jan-Jan Wu, Chia Chun Shih, Chao-Wen Huang
Job Dispatching and Scheduling for Heterogeneous Clusters - A Case Study on the Billing Subsystem of CHT Telecommunication. COMPSAC (2015)
Ching-Chi Lin, Chao-Jui Chang, You-Cheng Syu, Jan-Jan Wu, Pangfeng Liu, Po-Wen Cheng, Wei-Te Hsu
An Energy-Efficient Task Scheduler for Multi-core Platforms with Per-core DVFS Based on Task Characteristics. ICPP (2014)
Olivier Valery, Wei-Shu Hung, Ju-Cheng Chou, Pangfeng Liu, Jan-Jan Wu
Adaptive OpenCL Computation Offloading Framework on Mobile Device. ICS (2014)
Ching-Chi Lin, Chao-Jui Chang, You-Cheng Syu, Jan-Jan Wu, Pangfeng Liu, Po-Wen Cheng, Wei-Te Hsu
An energy-efficient hypervisor scheduler for asymmetric multi-core. GCCE (2014)
Ding-Yong Hong, Jan-Jan Wu, Pen-Chung Yew, Wei-Chung Hsu, Chun-Chen Hsu, Pangfeng Liu, Chien-Min Wang, Yeh-Ching Chung
Efficient and Retargetable Dynamic Binary Translation on Multicores. IEEE Trans. Parallel Distributed Syst. 25 (3) (2014)
Yi-Hong Lyu, Ding-Yong Hong, Tai-Yi Wu, Jan-Jan Wu, Wei-Chung Hsu, Pangfeng Liu, Pen-Chung Yew
DBILL: an efficient and retargetable dynamic binary instrumentation framework using llvm backend. VEE (2014)
Chao-Rui Chang, Jan-Jan Wu, Wei-Chung Hsu, Pangfeng Liu, Pen-Chung Yew
Efficient memory virtualization for Cross-ISA system mode emulation. VEE (2014)
Chih-Hao Chang, Pangfeng Liu, Jan-Jan Wu
Sampling-Based Phase Classification and Prediction for Multi-threaded Program Execution on Multi-core Architectures. ICPP (2013)
Li-Yung Ho, Tsung-Han Li, Jan-Jan Wu, Pangfeng Liu
Kylin: An efficient and scalable graph data processing system. IEEE BigData (2013)
Chih-Yuan Yeh, Chung-Yao Kao, Wei-Shu Hung, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu, Kuang-Chih Liu
GPU Virtualization Support in Cloud System. GPC (2013)
Ching-Chi Lin, Jan-Jan Wu, Pangfeng Liu, Jeng-An Lin, Li-Chung Song
Automatic Resource Scaling for Web Applications in the Cloud. GPC (2013)
Chun-Chen Hsu, Pangfeng Liu, Jan-Jan Wu, Pen-Chung Yew, Ding-Yong Hong, Wei-Chung Hsu, Chien-Min Wang
Improving dynamic binary optimization through early-exit guided code region formation. VEE (2013)
Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Data Replication for Distributed Graph Processing. IEEE CLOUD (2013)
Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Distributed Graph Database for Large-Scale Social Computing. IEEE CLOUD (2012)
Ding-Yong Hong, Chun-Chen Hsu, Pen-Chung Yew, Jan-Jan Wu, Wei-Chung Hsu, Pangfeng Liu, Chien-Min Wang, Yeh-Ching Chung
HQEMU: a multi-threaded and retargetable dynamic binary translator on multicores. CGO (2012)
Chao-Rui Chang, Meng-Ju Hsieh, Jan-Jan Wu, Po-Yen Wu, Pangfeng Liu
HSQL: A Highly Scalable Cloud Database for Multi-user Query Processing. IEEE CLOUD (2012)
Ching-Chi Lin, Jan-Jan Wu, Jeng-An Lin, Li-Chung Song, Pangfeng Liu
Automatic Resource Scaling Based on Application Service Requirements. IEEE CLOUD (2012)
Chia-Wei Chang, Pangfeng Liu, Jan-Jan Wu
Probability-Based Cloud Storage Providers Selection Algorithms with Maximum Availability. ICPP (2012)
Jan-Jan Wu, Hung-Jui Chang, Yufan Ho, Pangfeng Liu
Scheduling of variable-time jobs for distributed systems with heterogeneous processor cardinality. Int. J. Ad Hoc Ubiquitous Comput. 10 (2) (2012)
Jyun-Shiung Yang, Pangfeng Liu, Jan-Jan Wu
Workload characteristics-aware virtual machine consolidation algorithms. CloudCom (2012)
Bo-Nian Chen, Pangfeng Liu, Shun-chin Hsu, Tsan-sheng Hsu
Aggregating consistent endgame knowledge in Chinese Chess. Knowl. Based Syst. 34 (2012)
Yu-Kai Huang, Ai-Chun Pang, Pi-Cheng Hsiu, Weihua Zhuang, Pangfeng Liu
Distributed Throughput Optimization for ZigBee Cluster-Tree Networks. IEEE Trans. Parallel Distributed Syst. 23 (3) (2012)
Chao-Rui Chang, Jan-Jan Wu, Pangfeng Liu
An Empirical Study on Memory Sharing of Virtual Machines for Server Consolidation. ISPA (2011)
Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
Optimal Algorithms for Cross-Rack Communication Optimization in MapReduce Framework. IEEE CLOUD (2011)
Jan-Jan Wu, Shu-Fan Shih, Pangfeng Liu, Yi-Min Chung
Optimizing server placement in distributed systems in the presence of competition. J. Parallel Distributed Comput. 71 (1) (2011)
Meng-Ju Hsieh, Chao-Rui Chang, Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu
SQLMR : A Scalable Database Management System for Cloud Computing. ICPP (2011)
Pangfeng Liu, Greg C. Lee, Jenq-Kuen Lee, Cheng-Yen Lin
Innovative system and application curriculum on multicore systems. WESE (2011)
Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu
A Novel Approach for Finding Optimization Opportunities in Multicore Architectures. ISPA (2011)
Yufan Ho, Pangfeng Liu, Jan-Jan Wu
Server Consolidation Algorithms with Bounded Migration Cost and Performance Guarantees in Cloud Computing. UCC (2011)
Chao-En Yen, Jyun-Shiung Yang, Pangfeng Liu, Jan-Jan Wu
Roystonea: A Cloud Computing System with Pluggable Component Architecture. ICPADS (2011)
Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu
Energy-Aware Virtual Machine Dynamic Provision and Scheduling for Cloud Computing. IEEE CLOUD (2011)
Jan-Jan Wu, Shu-Fan Shih, Hsiangkai Wang, Pangfeng Liu, Chien-Min Wang
QoS-aware replica placement for grid computing. Concurr. Comput. Pract. Exp. 24 (3) (2011)
Yung-Ching Hsu, Pangfeng Liu, Jan-Jan Wu
Job sequence scheduling for cloud computing. CDC (2011)
Chun-Chen Hsu, Pangfeng Liu, Chien-Min Wang, Jan-Jan Wu, Ding-Yong Hong, Pen-Chung Yew, Wei-Chung Hsu
LnQ: Building High Performance Dynamic Binary Translators with Existing Compiler Backends. ICPP (2011)
Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu
Energy-efficient Virtual Machine Provision Algorithms for Cloud Systems. UCC (2011)
Yuan-Yao Shih, Yu-Kai Huang, Ai-Chun Pang, Pangfeng Liu, Wei-Ni Chu
NAT-ZigBee: NAT-Based Address Assignment for Scalable ZigBee Networks. QSHINE (2010)
Ping-Yi Lin, Pangfeng Liu
Job Scheduling Techniques for Distributed Systems with Temporal Constraints. GPC (2010)
Jan-Jan Wu, Pangfeng Liu, Yi-Chien Chung
Metadata Partitioning for Large-Scale Distributed Storage Systems. IEEE CLOUD (2010)
Bo-Nian Chen, Pangfeng Liu, Shun-chin Hsu, Tsan-sheng Hsu
Knowledge Abstraction in Chinese Chess Endgame Databases. Computers and Games (2010)
Bo-Nian Chen, Jian-Yu Chen, Jr-Chang Chen, Tsan-sheng Hsu, Pangfeng Liu, Shun-chin Hsu
An Intelligent Tutoring System of Chinese Chess. IEA/AIE (2009)
Chun-Ting Chen, Chun-Chen Hsu, Jan-Jan Wu, Pangfeng Liu
GFS: A Distributed File System with Multi-source Data Access and Replication for Grid Computing. GPC (2009)
Hung-Jui Chang, Jan-Jan Wu, Pangfeng Liu
Job Scheduling Techniques for Distributed Systems with Heterogeneous Processor Cardinality. ISPAN (2009)
Jan-Jan Wu, En-Jan Chou, Pangfeng Liu
Computation and communication schedule optimization for data-sharing tasks on uniprocessor. J. Syst. Archit. 55 (7-9) (2009)
Chieh-Wen Cheng, Jan-Jan Wu, Pangfeng Liu
QoS-aware, access-efficient, and storage-efficient replica placement in grid environments. J. Supercomput. 49 (1) (2009)
De-Yu Chen, Jan-Jan Wu, Pangfeng Liu
Data-bandwidth-aware Job Scheduling in Grid and Cluster Environments. ICPADS (2009)
Ping-I Chou, Pangfeng Liu
A Study of Group Size Effects on a Hybrid P2P System. ICPADS (2009)
Bo-Nian Chen, Pangfeng Liu, Shun-chin Hsu, Tsan-sheng Hsu
Conflict Resolution of Chinese Chess Endgame Knowledge Base. ACG (2009)
Pangfeng Liu, May-Chen Kuo, Da-Wei Wang
An Approximation Algorithm and Dynamic Programming for Reduction in Heterogeneous Environments. Algorithmica 53 (3) (2009)
Yi-Fang Lin, Jan-Jan Wu, Pangfeng Liu
A List-Based Strategy for Optimal Replica Placement in Data Grid Systems. ICPP (2008)
Jan-Jan Wu, Yi-Fang Lin, Pangfeng Liu
Optimal replica placement in hierarchical Data Grids with locality assurance. J. Parallel Distributed Comput. 68 (12) (2008)
Li-Yung Ho, Pangfeng Liu, Chien-Min Wang, Jan-Jan Wu
The Development of a Drug Discovery Virtual Screening Application on Taiwan Unigrid. GPC (2008)
Chun-Chen Hsu, Pangfeng Liu, Chien-Min Wang
Heuristic Algorithms for Replication Transition Problem in the Grid Systems. CCGRID (2008)
Bo-Nian Chen, Pangfeng Liu, Shun-chin Hsu, Tsan-sheng Hsu
Knowledge Inferencing on Chinese Chess Endgames. Computers and Games (2008)
Chun-Chen Hsu, Chien-Min Wang, Pangfeng Liu
Optimal replication transition strategy in distributed hierarchical systems. IPDPS (2008)
Chien-Min Wang, Chun-Chen Hsu, Pangfeng Liu, Hsi-Min Chen, Jan-Jan Wu
Optimizing Server Placement for QoS Requirements in Hierarchical Grid Environments. GPC (2007)
Pangfeng Liu, Chung-Hao Chuang, Jan-Jan Wu
Block-Based Allocation Algorithms for FLASH Memory in Embedded Systems. PaCT (2007)
Chien-Min Wang, Chun-Chen Hsu, Pangfeng Liu, Hsi-Min Chen, Jan-Jan Wu
Optimizing server placement in hierarchical grid environments. J. Supercomput. 42 (3) (2007)
En-Jan Chou, Pangfeng Liu, Jan-Jan Wu
Computation and communication schedule optimization for jobs with shared data. ICPADS (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pangfeng Liu