面向多边缘云的资源调度与协作技术研究

61872175
2018
F0204.计算机系统结构与硬件技术
张胜
面上项目
副教授
南京大学
66万元
边缘计算;模式挖掘;资源调度;合作机制
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality 期刊论文 Ning Chen;Siyi Quan;Sheng Zhang;Zhuzhong Qian;Yibo Jin;Jie Wu;Wenzhong Li;Sanglu Lu
2 Budget-Aware Online Control of Edge Federated Learning on Streaming Data with Stochastic Inputs 期刊论文 Yibo Jin;Lei Jiao;Zhuzhong Qian;Sheng Zhang;Sanglu Lu
3 Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing 期刊论文 Zhi Ma;Sheng Zhang;Zhiqi Chen;Tao Han;Zhuzhong Qian;Mingjun Xiao;Ning Chen;Jie Wu;Sanglu Lu
4 A Utility-based Optimization Framework for Edge Service Entity Caching 期刊论文 Yu Liang;Jidong Ge;Sheng Zhang;Jie Wu;Ze Tang;Bin Luo
5 Provably Efficient Resource Allocation for Edge Service Entities Using Hermes 期刊论文 Sheng Zhang;Yu Liang;Jidong Ge;Mingjun Xiao;Jie Wu
6 Semi-Clairvoyant Scheduling in Data Analytics Systems 期刊论文 Xiaoda Zhang;Zhuzhong Qian;Sheng Zhang;Xiangbo Li;Xiaoliang Wang;Sanglu Lu
7 Focus! Provisioning Attention-aware Detection for Real-time On-device Video Analytics 会议论文 Yuting Yan;Yibo Jin;Sheng Zhang;Fangwen Cheng;Zhuzhong Qian;Sanglu Lu
8 Edge-assisted Online On-device Object Detection for Real-time Video Analytics 会议论文 Mengxi Hanyao;Yibo Jin;Zhuzhong Qian;Sheng Zhang;Sanglu Lu
9 An Online Approach for DNN Model Caching and Processor Allocation in Edge Computing 会议论文 Zhiqi Chen;Sheng Zhang;Zhi Ma;Shuai Zhang;Zhuzhong Qian;Mingjun Xiao;Jie Wu;Sanglu Lu
10 Overlapped Mobile Charging for Sensor Networks 会议论文 Sheng Zhang;Yu Liang;Zhuzhong Qian;Mingjun Xiao;Jidong Ge;Jie Wu;Sanglu Lu
11 一种边缘环境下的深度神经网络推断方法及装置 专利 单明慧;张胜;陆桑璐
12 Fast Charging Scheduling under the Nonlinear Superposition Model with Adjustable Phases 期刊论文 Zhi Ma;Sheng Zhang;Jie Wu;Zhuzhong Qian;Yanchao Zhao;Sanglu Lu
13 2020年度ACM南京分会新星奖 奖励 张胜
14 云-边缘系统中跨域大数据作业调度技术研究 期刊论文 徐超;吴波;姜丽丽;金熠波;张胜
15 Online learning offloading framework for heterogeneous mobile edge computing system 期刊论文 Feifei Zhang;Jidong Ge;Chifong Wong;Chuanyi Li;Xingguo Chen;Sheng Zhang;Bin Luo;He Zhang;Victor I. Chang
16 Efficient Service Entity Chain Placement in Mobile Edge Computing 会议论文 Yu Liang;Jidong Ge;Sheng Zhang;Changan Niu;Wei Song;Bin Luo
17 DeepSlicing: Collaborative Adaptive CNN Inference with Low Latency 期刊论文 Shuai Zhang;Sheng Zhang;Zhuzhong Qian;Jie Wu;Yibo Jin;Sanglu Lu
18 Adaptive Configuration Selection and Bandwidth Allocation for Edge-based Video Analytics 期刊论文 Sheng Zhang;Can Wang;Yibo Jin;Jie Wu;Zhuzhong Qian;Mingjun Xiao;Sanglu Lu
19 Multi-server Multi-user Game at Edges for Heterogeneous Video Analytics 会议论文 Yu Chen;Sheng Zhang;Yibo Jin;Zhuzhong Qian;Sanglu Lu
20 Multi-user Edge-assisted Video Analytics Task Offloading Game based on Deep Reinforcement Learning 会议论文 Yu Chen;Sheng Zhang;Mingjun Xiao;Zhuzhong Qian;Jie Wu;Sanglu Lu
21 基于纠错码的自适应丢包恢复方法、计算设备及存储介质 专利 喻伟;徐明珠;吴昆;刘飞;赵勇;徐博;钱柱中;张胜
22 一种针对边缘网络下突发请求的强化学习调度方法及设备 专利 陈宁;张胜;钱柱中;陆桑璐
23 IEEE ICPADS 2021 Outstanding Paper Runner-Up Award 奖励 Yitong Zhou;Bowen Peng;Jingmian Wang;Weiwei Miao;Zeng Zeng;Yibo Jin;Sheng Zhang;Zhuzhong Qian
24 Learning Scheduling Bursty Requests in Mobile Edge Computing Using DeepLoad 期刊论文 Ning Chen;Sheng Zhang;Jie Wu;Zhuzhong Qian;Sanglu Lu
25 Interaction-Oriented Service Entity Placement in Edge Computing 期刊论文 Yu Liang;Jidong Ge;Sheng Zhang;Jie Wu;Lingwei Pan;Tengfei Zhang;Bin Luo
26 LENS: Bandwidth-efficient video analytics with adaptive super resolution 期刊论文 Minghui Shan;Sheng Zhang;Mingjun Xiao;Yanchao Zhao
27 Sum of Squares: A New Metric for NFV Service Chain Placement in Edge Computing Environments and Efficient Heuristic Algorithms 期刊论文 Zhiqi Chen;Sheng Zhang;Zhuzhong Qian;Can Wang;Mingjun Xiao;Jie Wu;Sanglu Lu
28 Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning 会议论文 Yibo Jin;Lei Jiao;Zhuzhong Qian;Sheng Zhang;Sanglu Lu
29 INFOCOM 2021 Distinguished TPC Member 奖励 Sheng Zhang
30 一种边缘计算中链式服务实体的放置算法及边缘计算设备 专利 严永辉;张胜;王黎明;施霄航;喻伟;钱柱中;周惯衡;吴甲
31 Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee 会议论文 Yu Chen;Sheng Zhang;Yibo Jin;Zhuzhong Qian;Mingjun Xiao;Ning Chen;Zhi Ma
32 面向云端融合的大规模分布式数据处理支撑平台及产业化应用 奖励 叶保留;陆桑璐;许峰;谢磊;钱柱中;李文中;王晓亮;唐斌;张胜;俞俊;张昕
33 LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment 期刊论文 Yu Chen;Sheng Zhang;Yibo Jin;Zhuzhong Qian;Mingjun Xiao;Jidong Ge;Sanglu Lu
34 Joint Server Assignment and Resource Management for Edge-Based MAR System 期刊论文 Can Wang;Sheng Zhang;Zhuzhong Qian;Mingjun Xiao;Jie Wu;Baoliu Ye;Sanglu Lu
35 IEEE ICCCN 2020 Best Paper Award 奖励 Dingjie Sheng;Mingjun Xiao;An Liu;Xiang Zou;Baoyi An;Sheng Zhang
36 2021年度江苏省计算机学会青年科技奖 奖励 张胜
37 VCMaker: Content-aware configuration adaptation for video streaming and analysis in live augmented reality 期刊论文 Ning Chen;Sheng Sheng;Siyi Quan;Zhi Ma;Zhuzhong Qian;Sanglu Lu
38 一种低时延的协同自适应 CNN 推断系统及方法 专利 张帅;张胜;钱柱中;陆桑璐
39 Joint Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics 会议论文 Can Wang;Sheng Zhang;Yu Chen;Zhuzhong Qian;Jie Wu;Mingjun Xiao
40 runData: Re-distributing Data via Piggybacking for Geo-distributed Data Analytics over Edges 期刊论文 Yibo Jin;Zhuzhong Qian;Song Guo;Sheng Zhang;Lei Jiao;Sanglu Lu
41 Provisioning Edge Inference as a Service via Online Learning 会议论文 Yibo Jin;Lei Jiao;Zhuzhong Qian;Sheng Zhang;Ning Chen;Xiaoliang Wang;Sanglu Lu
42 边缘环境下的自适应视频分析 期刊论文 戴炀;陈彧;祝永晋;张胜
43 Modeling and Deploying Hybrid Tenant Requests with Shared Networklets 期刊论文 Yu Liang;Jidong Ge;Sheng Zhang;Bin Luo
44 When Learning Joins Edge: Real-Time Proportional Computation Offloading via Deep Reinforcement Learning 会议论文 Ning Chen;Sheng Zhang;Zhuzhong Qian;Jie Wu;Sanglu Lu
45 Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning 会议论文 Yibo Jin;Lei Jiao;Zhuzhong Qian;Sheng Zhang;Sanglu Lu;Xiaoliang Wang
46 一种考虑多用户移动性的服务部署和资源分配方法 专利 陈智麒;张胜;钱柱中;李文中;陆桑璐
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