Shouxi Luo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 57

Top Topics

Heterogeneous Distributed

Machine Learning

Top Venues

Future Gener. Comput. Syst.

J. Netw. Comput. Appl.

Publications

Zhiwen Xiao, Huanlai Xing, Rong Qu, Li Feng, Shouxi Luo, Penglin Dai, Bowen Zhao, Yuanshun Dai
Densely Knowledge-Aware Network for Multivariate Time Series Classification. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
Deep Contrastive Representation Learning With Self-Distillation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Shouxi Luo, Ke Li, Huanlai Xing, Pingzhi Fan
Efficient and Flexible Component Placement for Serverless Computing. IEEE Syst. J. 18 (2) (2024)
Shouxi Luo, Renyi Wang, Huanlai Xing
Efficient Inter-Datacenter AllReduce With Multiple Trees. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Huanlai Xing, Haolan Zhang, Xinhan Wang, Lexi Xu, Zhiwen Xiao, Bowen Zhao, Shouxi Luo, Li Feng, Yuanshun Dai
A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation. ICC Workshops (2023)
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Bowen Zhao, Jincheng Peng, Shouxi Luo, Li Feng, Lexi Xu
FedDistillSC: A Distributed Semantic Communication System Based on Federated Distillation. ICCT (2023)
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu
Meeting Coflow Deadlines in Data Center Networks With Policy-Based Selective Completion. IEEE/ACM Trans. Netw. 31 (1) (2023)
Ke Li, Kexun Chen, Shouxi Luo, Honghao Zhang, Pingzhi Fan
UbiNN: A Communication Efficient Framework for Distributed Machine Learning in Edge Computing. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (12) (2023)
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach. IEEE Trans. Parallel Distributed Syst. 34 (8) (2023)
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Xinhan Wang, Bowen Zhao, Shouxi Luo, Li Feng, Lexi Xu
On ECG Signal Classification: An NAS-empowered Semantic Communication System. TrustCom (2023)
Xue Liu, Shouxi Luo, Ke Li, Huanlai Xing
Approximate Gradient Synchronization with AQGB. APNet (2022)
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Long Luo, Hongfang Yu
Eliminating Communication Bottlenecks in Cross-Device Federated Learning with In-Network Processing at the Edge. ICC (2022)
Renyi Wang, Shouxi Luo, Ke Li, Huanlai Xing
Efficient Partial Reduce Across Clouds. APNet (2022)
Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani
Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li
SelfMatch: Robust semisupervised time-series classification with self-distillation. Int. J. Intell. Syst. 37 (11) (2022)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach. Future Gener. Comput. Syst. 128 (2022)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. CoRR (2022)
Huanlai Xing, Haoxiang Qin, Shouxi Luo, Penglin Dai, Lexi Xu, Xinzhou Cheng
Spectrum sensing in cognitive radio: A deep learning based model. Trans. Emerg. Telecommun. Technol. 33 (1) (2022)
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach. CoRR (2022)
Zhen Liu, Shouxi Luo, Ke Li, Huanlai Xing
Poster: Selective Reduce for Heterogeneous Distributed Training. ICNP (2022)
Huanlai Xing, Jing Zhu, Rong Qu, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing. Swarm Evol. Comput. 68 (2022)
Shouxi Luo, Pingzhi Fan, Ke Li, Huanlai Xing, Long Luo, Hongfang Yu
Fast Parameter Synchronization for Distributed Learning with Selective Multicast. ICC (2022)
Long Luo, Yuchen Zhang, Qixuan Jin, Hongfang Yu, Gang Sun, Shouxi Luo
Fast Synchronization of Model Updates for Collaborative Learning in Micro-Clouds. HPCC/DSS/SmartCity/DependSys (2021)
Huaman Zhou, Zonghang Li, Qingqing Cai, Hongfang Yu, Shouxi Luo, Long Luo, Gang Sun
DGT: A contribution-aware differential gradient transmission mechanism for distributed machine learning. Future Gener. Comput. Syst. 121 (2021)
Yunzhi Lin, Shouxi Luo
Poster: Accelerate Cross-Device Federated Learning With Semi-Reliable Model Multicast Over The Air. ICNP (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
RTFN: A robust temporal feature network for time series classification. Inf. Sci. 571 (2021)
Shouxi Luo, Huanlai Xing, Pingzhi Fan
Softwarized IP Multicast in the Cloud. IEEE Netw. 35 (6) (2021)
Xinhan Wang, Huanlai Xing, Dawei Zhan, Shouxi Luo, Penglin Dai, Muhammad Azhar Iqbal
A two-stage approach for multicast-oriented virtual network function placement. Appl. Soft Comput. 112 (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
RTFN: A Robust Temporal Feature Network for Time Series Classification. CoRR (2020)
Ling Liu, Hongfang Yu, Gang Sun, Long Luo, Qixuan Jin, Shouxi Luo
Job scheduling for distributed machine learning in optical WAN. Future Gener. Comput. Syst. 112 (2020)
Ling Liu, Qixuan Jin, Dan Wang, Hongfang Yu, Gang Sun, Shouxi Luo
PSNet: Reconfigurable network topology design for accelerating parameter server architecture based distributed machine learning. Future Gener. Comput. Syst. 106 (2020)
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. CoRR (2020)
Pan Zhou, Xinshu He, Shouxi Luo, Hongfang Yu, Gang Sun
JPAS: Job-progress-aware flow scheduling for deep learning clusters. J. Netw. Comput. Appl. 158 (2020)
Fuhong Song, Huanlai Xing, Shouxi Luo, Dawei Zhan, Penglin Dai, Rong Qu
A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing. IEEE Internet Things J. 7 (9) (2020)
Shouxi Luo, Tie Ma, Wei Shan, Pingzhi Fan, Huanlai Xing, Hongfang Yu
Efficient Multisource Data Delivery in Edge Cloud With Rateless Parallel Push. IEEE Internet Things J. 7 (10) (2020)
Shouxi Luo, Hongfang Yu, Ke Li, Huanlai Xing
Efficient File Dissemination in Data Center Networks With Priority-Based Adaptive Multicast. IEEE J. Sel. Areas Commun. 38 (6) (2020)
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu
Selective Coflow Completion for Time-sensitive Distributed Applications with Poco. ICPP (2020)
Shouxi Luo, Huanlai Xing, Ke Li
Near-Optimal Multicast Tree Construction in Leaf-Spine Data Center Networks. IEEE Syst. J. 14 (2) (2020)
Ling Liu, Hongfang Yu, Gang Sun, Huaman Zhou, Zonghang Li, Shouxi Luo
Online job scheduling for distributed machine learning in optical circuit switch networks. Knowl. Based Syst. (2020)
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. ICC (2020)
Huanlai Xing, Xinyu Zhou, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li, Hui Yang
An integer encoding grey wolf optimizer for virtual network function placement. Appl. Soft Comput. 76 (2019)
Pan Zhou, Hongfang Yu, Gang Sun, Long Luo, Shouxi Luo, Zilong Ye
Flow-aware explicit congestion notification for datacenter networks. Clust. Comput. 22 (4) (2019)
Long Luo, Hongfang Yu, Shouxi Luo, Zilong Ye, Xiaojiang Du, Mohsen Guizani
Scalable explicit path control in software-defined networks. J. Netw. Comput. Appl. 141 (2019)
Shouxi Luo, Hongfang Yu, Long Luo, Lemin Li
Customizable network update planning in SDN. J. Netw. Comput. Appl. 141 (2019)
Huanlai Xing, Song Li, Penglin Dai, Shouxi Luo, Ke Li, Hui Yang
A PBIL for delay constrained virtual network function placement with load balancing. ACM TUR-C (2019)
Weiran Ding, Hongfang Yu, Shouxi Luo
Enhancing the reliability of services in NFV with the cost-efficient redundancy scheme. ICC (2017)
Long Luo, Hongfang Yu, Shouxi Luo
Scalable path provision in software defined networks. INFOCOM Workshops (2017)
Shouxi Luo, Hong-Fang Yu, Laurent Vanbever
Swing State: Consistent Updates for Stateful and Programmable Data Planes. SOSR (2017)
Yangming Zhao, Shouxi Luo, Yi Wang, Sheng Wang
Cotask scheduling in cloud computing. ICNP (2017)
Shouxi Luo, Hongfang Yu, Yangming Zhao, Sheng Wang, Shui Yu, Lemin Li
Towards Practical and Near-Optimal Coflow Scheduling for Data Center Networks. IEEE Trans. Parallel Distributed Syst. 27 (11) (2016)
Yuanxiang Gao, Hong-Fang Yu, Shouxi Luo, Shui Yu
Efficient and Low-Delay Task Scheduling for Big Data Clusters in a Theoretical Perspective. GLOBECOM (2016)
Shouxi Luo, Hong-Fang Yu, Lemin Li
Decentralized deadline-aware coflow scheduling for datacenter networks. ICC (2016)
Yuanxiang Gao, Hong-Fang Yu, Shouxi Luo, Shui Yu
Information-agnostic coflow scheduling with optimal demotion thresholds. ICC (2016)
Long Luo, Hong-Fang Yu, Shouxi Luo, Mingui Zhang, Shui Yu
Achieving Fast and Lightweight SDN Updates with Segment Routing. GLOBECOM (2016)
Long Luo, Hong-Fang Yu, Shouxi Luo
Scalable Fine-grained Path Control in Software Defined Networks. CoRR (2016)
Shouxi Luo, Hong-Fang Yu, Long Luo, Lemin Li
Arrange your network updates as you wish. Networking (2016)
Long Luo, Hongfang Yu, Shouxi Luo, Mingui Zhang
Fast lossless traffic migration for SDN updates. ICC (2015)
Shouxi Luo, Hong-Fang Yu, Lemin Li
Consistency is Not Easy: How to Use Two-Phase Update for Wildcard Rules? IEEE Commun. Lett. 19 (3) (2015)
Shouxi Luo, Hongfang Yu, Yangming Zhao, Bin Wu, Sheng Wang, Lemin Li
Minimizing average coflow completion time with decentralized scheduling. ICC (2015)
Shouxi Luo, Hongfang Yu, Lemin Li
Practical flow table aggregation in SDN. Comput. Networks 92 (2015)
Shouxi Luo, Hongfang Yu, Lemin Li
Fast incremental flow table aggregation in SDN. ICCCN (2014)
Yangming Zhao, Sheng Wang, Shouxi Luo, Hongfang Yu, Shizhong Xu, Xiaoning Zhang
Dynamic topology management in optical datacenter networks. GLOBECOM (2014)