Fangming Liu

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 96

Top Venues

INFOCOM

IEEE Trans. Parallel Distributed Syst.

ICDCS

CoRR

Publications

Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. CoRR (2024)
Qiong Chen, Jianmin Qian, Yulin Che, Ziqi Lin, Jianfeng Wang, Jie Zhou, Licheng Song, Yi Liang, Jie Wu, Wei Zheng, Wei Liu, Linfeng Li, Fangming Liu, Kun Tan
YuanRong: A Production General-purpose Serverless System for Distributed Applications in the Cloud. SIGCOMM (2024)
Jing Wu, Lin Wang, Qirui Jin, Fangming Liu
Graft: Efficient Inference Serving for Hybrid Deep Learning With SLO Guarantees via DNN Re-Alignment. IEEE Trans. Parallel Distributed Syst. 35 (2) (2024)
Guanqiao Qu, Zheng Lin, Qian Chen, Jian Li, Fangming Liu, Xianhao Chen, Kaibin Huang
TrimCaching: Parameter-sharing Edge Caching for AI Model Downloading. CoRR (2024)
Haichuan Hu, Fangming Liu, Qiangyu Pei, Yongjie Yuan, Zichen Xu, Lin Wang
λGrapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. WWW (2024)
Zekai Sun, Xiuxian Guan, Junming Wang, Fangming Liu, Heming Cui
New Problems in Distributed Inference for DNN Models on Robotic IoT. ApPLIED@PODC (2024)
Zekai Sun, Xiuxian Guan, Junming Wang, Haoze Song, Yuhao Qing, Tianxiang Shen, Dong Huang, Fangming Liu, Heming Cui
Hybrid-Parallel: Achieving High Performance and Energy Efficient Distributed Inference on Robots. CoRR (2024)
Zhaojie Wen, Qiong Chen, Yipei Niu, Zhen Song, Quanfeng Deng, Fangming Liu
Joint Optimization of Parallelism and Resource Configuration for Serverless Function Steps. IEEE Trans. Parallel Distributed Syst. 35 (4) (2024)
Guanqiao Qu, Zheng Lin, Fangming Liu, Xianhao Chen, Kaibin Huang
TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks. CoRR (2024)
Dou Feng, Lin Wang, Shutong Chen, Lingching Tung, Fangming Liu
X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. INFOCOM (2024)
Fangming Liu, Yipei Niu
Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal. IEEE Trans. Parallel Distributed Syst. 35 (1) (2024)
Xinghan Wang, Xiaoxiong Zhong, Jiahong Ning, Tingting Yang, Yuanyuan Yang, Guoming Tang, Fangming Liu
Two-Stage Coded Distributed Learning: A Dynamic Partial Gradient Coding Perspective. ICDCS (2023)
Qiangyu Pei, Yongjie Yuan, Haichuan Hu, Qiong Chen, Fangming Liu
AsyFunc: A High-Performance and Resource-Efficient Serverless Inference System via Asymmetric Functions. SoCC (2023)
Fangming Liu, Jian Chen, Qixia Zhang, Bo Li
Online MEC Offloading for V2V Networks. IEEE Trans. Mob. Comput. 22 (10) (2023)
Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu
spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud. IWQoS (2023)
Xiuxian Guan, Junming Wang, Zekai Sun, Zongyuan Zhang, Tianyang Duan, Shengliang Deng, Fangming Liu, Heming Cui
New Problems in Active Sampling for Mobile Robotic Online Learning. COMPSAC (2023)
Jing Wu, Lin Wang, Qirui Jin, Fangming Liu
Graft: Efficient Inference Serving for Hybrid Deep Learning with SLO Guarantees via DNN Re-alignment. CoRR (2023)
Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. CoRR (2023)
Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Tingting Yang, Zhengqi Cui, Chenghui Peng, Jianjun Wu, Fangming Liu, Yang Yang
Integrated Communication and Computing Maritime Networks Design for Green Metaverse. IEEE Wirel. Commun. 30 (5) (2023)
Fangming Liu, Qiangyu Pei, Shutong Chen, Yongjie Yuan, Lin Wang, Max Mühlhauser
When the Metaverse Meets Carbon Neutrality: Ongoing Efforts and Directions. CoRR (2023)
Haichuan Hu, Zichen Xu, Yuhao Wang, Fangming Liu
Fast and Scalable Gate-Level Simulation in Massively Parallel Systems. ICCAD (2023)
Xiangyu Fan, Jilong Yang, Wei Zhao, Jincheng Deng, Fangming Liu
Webpage Tampering Detection Method Based on BiGRU-CRF-RCNN. CNCERT (2022)
Shutong Chen, Lin Wang, Fangming Liu
Optimal Admission Control Mechanism Design for Time-Sensitive Services in Edge Computing. INFOCOM (2022)
Yipei Niu, Panpan Jin, Jian Guo, Yikai Xiao, Rong Shi, Fangming Liu, Chen Qian, Yang Wang
PostMan: Rapidly Mitigating Bursty Traffic via On-Demand Offloading of Packet Processing. IEEE Trans. Parallel Distributed Syst. 33 (2) (2022)
Fei Xu, Yiling Qin, Li Chen, Zhi Zhou, Fangming Liu
λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures. IEEE Trans. Computers 71 (2) (2022)
Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu
An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings. IEEE Trans. Sustain. Comput. 7 (3) (2022)
Zaipeng Xie, Zhaobin Li, Yida Zhang, Jianan Zhang, Fangming Liu, Wei Chen
A Multi-Sensory Guidance System for the Visually Impaired Using YOLO and ORB-SLAM. Inf. 13 (7) (2022)
Shutong Chen, Lei Jiao, Fangming Liu, Lin Wang
EdgeDR: An Online Mechanism Design for Demand Response in Edge Clouds. IEEE Trans. Parallel Distributed Syst. 33 (2) (2022)
Li Pan, Lin Wang, Shutong Chen, Fangming Liu
Retention-Aware Container Caching for Serverless Edge Computing. INFOCOM (2022)
Yi Li, Fangming Liu, Qiong Chen, Yibing Sheng, Miao Zhao, Jianping Wang
MarVeLScaler: A Multi-View Learning-Based Auto-Scaling System for MapReduce. IEEE Trans. Cloud Comput. 10 (1) (2022)
Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. CoRR (2022)
Yangyu Long, Wei Zhao, Jilong Yang, Jincheng Deng, Fangming Liu
Anomaly Detection of E-commerce Econnoisseur Based on User Behavior. CNCERT (2022)
Xiuxiu Wang, Yipei Niu, Fangming Liu, Zichen Xu
When FPGA Meets Cloud: A First Look at Performance. IEEE Trans. Cloud Comput. 10 (2) (2022)
Qiangyu Pei, Shutong Chen, Qixia Zhang, Xinhui Zhu, Fangming Liu, Ziyang Jia, Yishuo Wang, Yongjie Yuan
CoolEdge: hotspot-relievable warm water cooling for energy-efficient edge datacenters. ASPLOS (2022)
Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu, Bo Li
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21 (11) (2022)
Jing Wu, Lin Wang, Qiangyu Pei, Xingqi Cui, Fangming Liu, Tingting Yang
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Zhaojie Wen, Yishuo Wang, Fangming Liu
StepConf: SLO-Aware Dynamic Resource Configuration for Serverless Function Workflows. INFOCOM (2022)
Zimu Zheng, Qiong Chen, Chuang Hu, Dan Wang, Fangming Liu
On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation. CoRR (2021)
Hong Zhang, Fangming Liu, Bo Li, Ling Zhang, Yihai Zhu, Ziwei Wang
Deep discriminative image feature learning for cross-modal semantics understanding. Knowl. Based Syst. 216 (2021)
Song Wu, Yang Chen, Xinhou Wang, Hai Jin, Fangming Liu, Haibao Chen, Chuxiong Yan
Precise Power Capping for Latency-Sensitive Applications in Datacenter. IEEE Trans. Sustain. Comput. 6 (3) (2021)
Qixia Zhang, Fangming Liu, Chaobing Zeng
Online Adaptive Interference-Aware VNF Deployment and Migration for 5G Network Slice. IEEE/ACM Trans. Netw. 29 (5) (2021)
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
Errata to "On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation". IEEE Trans. Parallel Distributed Syst. 31 (11) (2020)
Zhi Zhou, Fangming Liu, Shutong Chen, Zongpeng Li
A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters. IEEE Trans. Parallel Distributed Syst. 31 (1) (2020)
Miao Li, Qixia Zhang, Fangming Liu
Finedge: A Dynamic Cost-Efficient Edge Resource Management Platform for NFV Network. IWQoS (2020)
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
Panpan Jin, Xincai Fei, Qixia Zhang, Fangming Liu, Bo Li
Latency-aware VNF Chain Deployment with Efficient Resource Reuse at Network Edge. INFOCOM (2020)
Xinhui Zhu, Weixiang Jiang, Fangming Liu, Qixia Zhang, Li Pan, Qiong Chen, Ziyang Jia
Heat to Power: Thermal Energy Harvesting and Recycling for Warm Water-Cooled Datacenters. ISCA (2020)
Xincai Fei, Fangming Liu, Hai Jin, Bo Li
FlexNFV: Flexible Network Service Chaining with Dynamic Scaling. IEEE Netw. 34 (4) (2020)
Xiaomeng Yi, Li Pan, Yanqi Jin, Fangming Liu, Minghua Chen
eDirect: Energy-Efficient D2D-Assisted Relaying Framework for Cellular Signaling Reduction. IEEE/ACM Trans. Netw. 28 (2) (2020)
Xincai Fei, Fangming Liu, Qixia Zhang, Hai Jin, Hongxin Hu
Paving the Way for NFV Acceleration: A Taxonomy, Survey and Future Directions. ACM Comput. Surv. 53 (4) (2020)
Panpan Jin, Jian Guo, Yikai Xiao, Rong Shi, Yipei Niu, Fangming Liu, Chen Qian, Yang Wang
PostMan: Rapidly Mitigating Bursty Traffic by Offloading Packet Processing. USENIX Annual Technical Conference (2019)
Wujie Shao, Fei Xu, Li Chen, Haoyue Zheng, Fangming Liu
Stage Delay Scheduling: Speeding up DAG-style Data Analytics Jobs with Resource Interleaving. ICPP (2019)
Shutong Chen, Lei Jiao, Lin Wang, Fangming Liu
An Online Market Mechanism for Edge Emergency Demand Response via Cloudlet Control. INFOCOM (2019)
Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu
Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training. ICPP (2019)
Dan Wang, Fangming Liu, Wei Bao, Lin Wang, Jiangchuan Liu, Yuanyuan Yang, Weisong Shi
Editorial of CCF transactions on networking: special issue on edge computing and networking. CCF Trans. Netw. 2 (1) (2019)
Yikai Xiao, Qixia Zhang, Fangming Liu, Jia Wang, Miao Zhao, Zhongxing Zhang, Jiaxing Zhang
NFVdeep: adaptive online service function chain deployment with deep reinforcement learning. IWQoS (2019)
Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu
Data-driven Task Allocation for Multi-task Transfer Learning on the Edge. ICDCS (2019)
Qixia Zhang, Fangming Liu, Chaobing Zeng
Adaptive Interference-Aware VNF Placement for Service-Customized 5G Network Slices. INFOCOM (2019)
Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu
Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing. INFOCOM (2019)
Youshi Wang, Fa Zhang, Ce Chi, Shaolei Ren, Fangming Liu, Rui Wang, Zhiyong Liu
A market-oriented incentive mechanism for emergency demand response in colocation data centers. Sustain. Comput. Informatics Syst. 22 (2019)
Weixiang Jiang, Ziyang Jia, Sirui Feng, Fangming Liu, Hai Jin
Fine-grained warm water cooling for improving datacenter economy. ISCA (2019)
Shutong Chen, Zhi Zhou, Fangming Liu, Zongpeng Li, Shaolei Ren
CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (3) (2018)
Yipei Niu, Fangming Liu, Zongpeng Li
Load Balancing Across Microservices. INFOCOM (2018)
Zhaojie Niu, Bingsheng He, Fangming Liu
JouleMR: Towards Cost-Effective and Green-Aware Data Processing Frameworks. IEEE Trans. Big Data 4 (2) (2018)
Chaobing Zeng, Fangming Liu, Shutong Chen, Weixiang Jiang, Miao Li
Demystifying the Performance Interference of Co-Located Virtual Network Functions. INFOCOM (2018)
Xiaoyao Li, Xiuxiu Wang, Fangming Liu, Hong Xu
DHL: Enabling Flexible Software Network Functions with FPGA Acceleration. ICDCS (2018)
Zimu Zheng, Qiong Chen, Cheng Fan, Nan Guan, Arun Vishwanath, Dan Wang, Fangming Liu
Data Driven Chiller Sequencing for Reducing HVAC Electricity Consumption in Commercial Buildings. e-Energy (2018)
Weixiang Jiang, Shaolei Ren, Fangming Liu, Hai Jin
Non-IT Energy Accounting in Virtualized Datacenter. ICDCS (2018)
Xincai Fei, Fangming Liu, Hong Xu, Hai Jin
Adaptive VNF Scaling and Flow Routing with Proactive Demand Prediction. INFOCOM (2018)
Tao Wang, Hong Xu, Fangming Liu
Aemon: Information-agnostic Mix-flow Scheduling in Data Center Networks. APNet (2017)
Xincai Fei, Fangming Liu, Hong Xu, Hai Jin
Towards load-balanced VNF assignment in geo-distributed NFV Infrastructure. IWQoS (2017)
Guoming Tang, Weixiang Jiang, Zhifeng Xu, Fangming Liu, Kui Wu
NIPD: Non-Intrusive Power Disaggregation in Legacy Datacenters. IEEE Trans. Computers 66 (2) (2017)
Youshi Wang, Fa Zhang, Shaolei Ren, Fangming Liu, Rui Wang, Zhiyong Liu
Energy efficiency in colocation data centers: A joint incentive mechanism approach. IGSC (2017)
Qixia Zhang, Yikai Xiao, Fangming Liu, John C. S. Lui, Jian Guo, Tao Wang
Joint Optimization of Chain Placement and Request Scheduling for Network Function Virtualization. ICDCS (2017)
Weixiang Jiang, Fangming Liu, Guoming Tang, Kui Wu, Hai Jin
Virtual Machine Power Accounting with Shapley Value. ICDCS (2017)
Yipei Niu, Fangming Liu, Xincai Fei, Bo Li
Handling flash deals with soft guarantee in hybrid cloud. INFOCOM (2017)
Tao Wang, Fangming Liu, Hong Xu
An Efficient Online Algorithm for Dynamic SDN Controller Assignment in Data Center Networks. IEEE/ACM Trans. Netw. 25 (5) (2017)
Alex Thomo, Fangming Liu
Computation of K-Core Decomposition on Giraph. CoRR (2017)
Fangming Liu, Bin Luo, Yipei Niu
Cost-Effective Service Provisioning for Hybrid Cloud Applications. Mob. Networks Appl. 22 (2) (2017)
Xin Hu, Fangming Liu, Venkatesh Srinivasan, Alex Thomo
-core Decomposition on Giraph and GraphChi. INCoS (2017)
Jian Guo, Fangming Liu, Tao Wang, John C. S. Lui
Pricing Intra-Datacenter Networks with Over-Committed Bandwidth Guarantee. USENIX Annual Technical Conference (2017)
Fangming Liu, Jian Guo, Xiaomeng Huang, John C. S. Lui
eBA: Efficient Bandwidth Guarantee Under Traffic Variability in Datacenters. IEEE/ACM Trans. Netw. 25 (1) (2017)
Tao Wang, Hong Xu, Fangming Liu
Multi-resource Load Balancing for Virtual Network Functions. ICDCS (2017)
Yanqi Jin, Fangming Liu, Xiaomeng Yi, Minghua Chen
Reducing Cellular Signaling Traffic for Heartbeat Messages via Energy-Efficient D2D Forwarding. ICDCS (2017)
Xiaomeng Yi, Fangming Liu, Di Niu, Hai Jin, John C. S. Lui
Cocoa: Dynamic Container-Based Group Buying Strategies for Cloud Computing. ACM Trans. Model. Perform. Evaluation Comput. Syst. 2 (2) (2017)
Zhifeng Xu, Fangming Liu, Tao Wang, Hong Xu
Demystifying the energy efficiency of Network Function Virtualization. IWQoS (2016)
Zhi Zhou, Fangming Liu, Zongpeng Li
Bilateral Electricity Trade Between Smart Grids and Green Datacenters: Pricing Models and Performance Evaluation. IEEE J. Sel. Areas Commun. 34 (12) (2016)
Hong Zhang, Hongbo Jiang, Bo Li, Fangming Liu, Athanasios V. Vasilakos, Jiangchuan Liu
A Framework for Truthful Online Auctions in Cloud Computing with Heterogeneous User Demands. IEEE Trans. Computers 65 (3) (2016)
Guangyuan Wu, Fangming Liu, Haowen Tang, Keke Huang, Qixia Zhang, Zhenhua Li, Ben Y. Zhao, Hai Jin
On the performance of cloud storage applications with global measurement. IWQoS (2016)
Zhaojie Niu, Bingsheng He, Fangming Liu
Not All Joules are Equal: Towards Energy-Efficient and Green-Aware Data Processing Frameworks. IC2E (2016)
Xiaomeng Yi, Fangming Liu, Zongpeng Li, Hai Jin
Flexible Instance: Meeting Deadlines of Delay Tolerant Jobs in the Cloud with Dynamic Pricing. ICDCS (2016)
Tao Wang, Fangming Liu, Jian Guo, Hong Xu
Dynamic SDN controller assignment in data center networks: Stable matching with transfers. INFOCOM (2016)
Zhi Zhou, Fangming Liu, Ruolan Zou, Jiangchuan Liu, Hong Xu, Hai Jin
Carbon-Aware Online Control of Geo-Distributed Cloud Services. IEEE Trans. Parallel Distributed Syst. 27 (9) (2016)
Jian Guo, Fangming Liu, John C. S. Lui, Hai Jin
Fair Network Bandwidth Allocation in IaaS Datacenters via a Cooperative Game Approach. IEEE/ACM Trans. Netw. 24 (2) (2016)
Fei Xu, Fangming Liu, Hai Jin
Heterogeneity and Interference-Aware Virtual Machine Provisioning for Predictable Performance in the Cloud. IEEE Trans. Computers 65 (8) (2016)
Bin Luo, Yipei Niu, Fangming Liu
Cost-Effective Service Provisioning for Hybrid Cloud Applications. CollaborateCom (2015)
Fangming Liu, Jiangchuan Liu
Welcome Message from the Editor-in-Chief. EAI Endorsed Trans. Collab. Comput. 1 (5) (2015)
Guihai Chen, Dakshnamoorthy Manivannan, Chen Qian, Fangming Liu, Jinsong Han
Smart Sensing and Mobile Computing. Int. J. Distributed Sens. Networks 11 (2015)
Guoming Tang, Weixiang Jiang, Zhifeng Xu, Fangming Liu, Kui Wu
Zero-Cost, Fine-Grained Power Monitoring of Datacenters Using Non-Intrusive Power Disaggregation. Middleware (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fangming Liu