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Institution	Date	Title	Author
臺大學術典藏	2020-05-04T08:02:21Z	Workload prediction and balance for distributed reachability processing for large-scale attribute graphs	Ho, L.-Y.; Wu, J.-J.; Liu, P.; PANGFENG LIU
臺大學術典藏	2020-05-04T08:02:21Z	A collaborative CPU–GPU approach for principal component analysis on mobile heterogeneous platforms	Valery, O.;Liu, P.;Wu, J.-J.; Valery, O.; Liu, P.; Wu, J.-J.; PANGFENG LIU
臺大學術典藏	2020-05-04T08:02:21Z	Efficient cache update for in-memory cluster computing with spark	PANGFENG LIU; Huang, C.-W.; Huang, C.-C.; Shih, C.-C.; Liu, P.; Wu, J.-J.; Ho, L.-Y.; Ho, L.-Y.;Wu, J.-J.;Liu, P.;Shih, C.-C.;Huang, C.-C.;Huang, C.-W.
臺大學術典藏	2020-05-04T08:02:20Z	Versatile Communication Optimization for Deep Learning by Modularized Parameter Server	PANGFENG LIU; Wu, J.-J.; Liu, P.; Wu, P.-Y.; Wu, P.-Y.;Liu, P.;Wu, J.-J.
臺大學術典藏	2020-05-04T08:02:20Z	Data Pinning and Back Propagation Memory Optimization for Deep Learning on GPU	PANGFENG LIU; Wu, J.-J.; Liu, P.; Jhu, C.-F.
臺大學術典藏	2020-05-04T08:02:20Z	A collaborative CPU-GPU approach for deep learning on mobile devices	Wu, J.-J.; Liu, P.; Valery, O.; Valery, O.;Liu, P.;Wu, J.-J.; PANGFENG LIU
臺大學術典藏	2020-05-04T08:02:20Z	An efficient dynamic load-balancing large scale graph-processing system	Kuo, M.-C.; Liu, P.; Wu, J.-J.; PANGFENG LIU
臺大學術典藏	2020-05-04T08:02:19Z	Communication Scheduling Optimization for Distributed Deep Learning Systems	PANGFENG LIU; Wu, J.-J.; Tsai, C.-Y.;Lin, C.-C.;Liu, P.;Wu, J.-J.; Tsai, C.-Y.; Lin, C.-C.; Liu, P.
臺大學術典藏	2019	Energy-Efficient Core Allocation and Deployment for Container-Based Virtualization	PANGFENG LIU; Liu, P.; Wu, J.-J.; Chen, J.-J.; Lin, C.-C.; Lin, C.-C.;Chen, J.-J.;Liu, P.;Wu, J.-J.
臺大學術典藏	2018	Versatile Communication Optimization for Deep Learning by Modularized Parameter Server.	Wu, Jan-Jan; PANGFENG LIU; Wu, Po-Yen; Liu, Pangfeng
臺大學術典藏	2018	Communication Usage Optimization of Gradient Sparsification with Aggregation in Deep Learning.	PANGFENG LIU; Wu, Jan-Jan; Liu, Pangfeng; Wang, Sheng-Ping
臺大學術典藏	2018	An Efficient Dynamic Load-Balancing Large Scale Graph-Processing System.	Wu, Jan-Jan; PANGFENG LIU; Liu, Pangfeng; Kuo, Ming-Chia
臺大學術典藏	2018	Adaptive communication for distributed deep learning on commodity GPU cluster	Liu, P.; PANGFENG LIU; Ho, L.-Y.; Wu, J.-J.; Ho, L.-Y.;Wu, J.-J.;Liu, P.
臺大學術典藏	2018	Communication Scheduling Optimization for Distributed Deep Learning Systems.	Tsai, Ching-Yuan; Lin, Ching-Chi; Liu, Pangfeng; Wu, Jan-Jan; PANGFENG LIU
臺大學術典藏	2018	Communication usage optimization of gradient sparsification with aggregation in deep learning	Wang, S.-P.; Liu, P.; Wu, J.-J.; PANGFENG LIU
臺大學術典藏	2018	High resource utilization auto-scaling algorithms for heterogeneous container configurations	PANGFENG LIU; Wu, J.-J.; Liu, P.; Lin, C.-C.; Cheng, Y.-L.
臺大學術典藏	2017	High Resource Utilization Auto-Scaling Algorithms for Heterogeneous Container Configurations.	PANGFENG LIU; Wu, Jan-Jan; Liu, Pangfeng; Lin, Ching-Chi; Cheng, Yi-Lin
臺大學術典藏	2017	An energy-efficient scheduler for throughput guaranteed jobs on asymmetric multi-core platforms	Liu, P.; PANGFENG LIU; Wu, J.-J.; Li, H.-H.; Lin, C.-C.; Lin, C.-C.;Li, H.-H.;Wu, J.-J.;Liu, P.
臺大學術典藏	2016	A Partial Workload Offloading Framework in a Mobile Cloud Computing Context	Valery, O.;Chou, J.-C.;Tsao, Y.;Liu, P.;Wu, J.-J.; Valery, O.; Chou, J.-C.; Tsao, Y.; Liu, P.; Wu, J.-J.; PANGFENG LIU
臺大學術典藏	2016	Resource provision for batch and interactive workloads in data centers	Chang, T.-W.; Lin, C.-C.; Liu, P.; Wu, J.-J.; Shih, C.-C.; Huang, C.-W.; PANGFENG LIU
臺大學術典藏	2015	A dynamic binary translation system in a client/server environment	Hsu, C.-C.;Hong, D.-Y.;Hsu, W.-C.;Liu, P.;Wu, J.-J.; Hsu, C.-C.; Hong, D.-Y.; Hsu, W.-C.; Liu, P.; Wu, J.-J.; PANGFENG LIU
臺大學術典藏	2015	GPGPU virtualization system using NVidia Kepler series GPU	PANGFENG LIU; Wu, J.-J.; Liu, P.; Wang, Y.-L.; Kao, C.-Y.; Hung, W.-S.; Kao, C.-Y.;Hung, W.-S.;Wang, Y.-L.;Liu, P.;Wu, J.-J.
臺大學術典藏	2015	GPGPU Virtualization System Using NVidia Kepler Series GPU	Kao, Chung-Yao;Hung, Wei-Shu;Wang, Yu-Ling;Liu, Pangfeng;Wu, Jan-Jan; Kao, Chung-Yao; Hung, Wei-Shu; Wang, Yu-Ling; Liu, Pangfeng; Wu, Jan-Jan; PANGFENG LIU
臺大學術典藏	2015	SIMD Code Translation in an Enhanced HQEMU.	Fu, Sheng-Yu; Hong, Ding-Yong; Wu, Jan-Jan; Liu, Pangfeng; Hsu, Wei-Chung; PANGFENG LIU; Fu, Sheng-Yu;Hong, Ding-Yong;Wu, Jan-Jan;Liu, Pangfeng;Hsu, Wei-Chung
臺大學術典藏	2014	An energy-efficient hypervisor scheduler for asymmetric multi-core	PANGFENG LIU; Hsu, W.-T.; Cheng, P.-W.; Liu, P.; Wu, J.-J.; Syu, Y.-C.; Chang, C.-J.; Lin, C.-C.; Lin, C.-C.;Chang, C.-J.;Syu, Y.-C.;Wu, J.-J.;Liu, P.;Cheng, P.-W.;Hsu, W.-T.

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