10-12 January 2023, Nanjing (Hybrid)
https://zoom.us/j/3129362395?pwd=VlYvK3ZyclNnNDBLRnB0T0pqVFhzQT09
https://zoom.us/j/3129362395?pwd=VlYvK3ZyclNnNDBLRnB0T0pqVFhzQT09
https://us06web.zoom.us/j/4810979305?pwd=fypZamtrCr1RT2xBfLJ9Y52NpwuK2m.1
Session Chair: Ju Wang
Spatio-Temporal Data Anomaly Detection Using 3G-Net in IoT
Authors: Shuo Zhang, Jinyi Chen, Wenbo Zhang, Qiao Jiang, Xiaofei Chen and Hejiao Huang
Automatic Operator Performance Tuning in a Machine Learning System on Edge
Authors: Peng Xu, Xinyu Chang, Jianxin Zhao and Chi Harold Liu
A Variable Sliding Window Algorithm Based on Concept Drift for Frequent Pattern Mining Over Data Streams
Authors: Yue Yin, Peng Li and Jing Chen
Combating Distribution Shift for Accurate Time Series Forecasting via Hypernetworks
Authors: Wenying Duan, Xiaoxi He, Lu Zhou, Lothar Thiele and Hong Rao
DPSS: Dynamic Parameter Selection for Outlier Detection on Data Streams
Authors: Ruyi Zhang, Yijie Wang, Haifang Zhou, Bin Li and Hongzuo Xu
Session Chair: Xiaonan Zhang
FedDyn: A dynamic and efficient federated distillation approach on Recommender System
Authors: Cheng Jin, Xuandong Chen, Yi Gu and Qun Li
CluFL: Cluster-driven Weighted FL Model Aggregation Strategy
Authors: Hanchi Shen, Jun Li, Kang Wei, Pengcheng Xia, Sirui Tian, Ming Ding and Zengxiang Li
Improving Federated Learning on Heterogeneous Data via Serial Pipeline Training and Global Knowledge Regularization
Authors: Yiyang Luo, Ting Lu, Shan Chang and Bingyue Wang
Knowledge-Enhanced Learning for KG Embedding
Authors: Haodi Zhang, Zhao Chen, Jinyin Nie, Di Jiang, Lixin Fan and Kaishun Wu
Accelerating Federated Learning with Two-phase Gradient Adjustment
Authors: Jiajun Wang, Yingchi Mao, Xiaoming He, Tong Zhou, Jun Wu and Jie Wu
Session Chair: Hari Prasanna Das
Distributed Exact Structural Clustering on Large Graph
Authors: Jinyu Zhou and Chuitian Rong
Improving Confidence of Uncertain Knowledge Graphs by Crowdsourcing with Limited Budget
Authors: Haodi Zhang, Wenxi Huang, Chenyu Xu, Zhengbang Yang, Hongxin Zhou, Fengtian Qi, Kaishun Wu and Chen Zhang
Spatial-Temporal Embedding Graph Neural Networks for Road Network Forecasting
Authors: Jiaqi Si, Xinbiao Gan, Tiaojie Xiao, Bo Yang and Zhengbin Pang
A Spatial-Temporal Continuous Encoder-Decoder Method for Traffic Forecasting
Authors: Lei Liu, Yanming Shen and Heng Qi
WAIR: Watermark Attack on Image Retrieval Systems
Authors: Zhu Duan, Xiaolong Zheng, Peilun Du, Liang Liu and Huadong Ma
Session Chair: Rongfei Zeng
Tereis: A Package-Based Scheduling in Deep Learning Systems
Authors: Chen Chen, Yingwen Chen, Sen Wang and Jianchen Han
Accelerating Convolutional Neural Networks via Inter-operator Scheduling
Authors: Yi You, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu and Wei-Chung Hsu
Category-aware Graph Neural Network for Session-based Recommendation
Authors: Runfeng Chen, Yanmin Zhu, Peibo Ma and Qiuxia Chen
CoupHM: Task Scheduling Using Gradient Based Optimization for Human-Machine Computing Systems
Authors: Hui Wang, Zhuoli Ren, Zhiwen Yu, Yao Zhang, Helei Cui and Jiaqi Liu
eSwin-UNet: A Collaborative Model for Industrial Surface Defect Detection
Authors: Helei Cui, Tao Xing, Jiaju Ren, Yaxing Chen, Zhiwen Yu, Bin Guo and Xiaobing Guo
Session Chair: Fan Dang
Fairness Scheduling for Tasks with Different Real-time Level on Heterogeneous Systems
Authors: Shifan Shao, Shouzhen Gu, Biao Sun, Edwin H.-M. Sha and Qingfeng Zhuge
SepJoin: A Distributed Stream Join System with Low Latency and High Throughput
Authors: Qihang Wang, Decheng Zuo, Zhan Zhang, Siyuan Chen and Tianming Liu
Secure and Efficient Cloud Ciphertext Deduplication Based on SGX
Authors: Limin Li, Guiyun Qin, Pengtao Liu, Chengyu Hu and Shanqing Guo
A Container Pre-copy Migration Method Based on Dirty Page Prediction and Compression
Authors: Yu Jiang and Yahui Lu
Subgraph Sampling for Inductive Sparse Cloud Servives QoS Prediction
Authors: Jianlong Xu, Zhiyu Xia, Yuhui Li, Yuxiang Zeng and Zhidan Liu
Session Chair: Pengjin Xie
Rewriting Deep Learning Models for Maximizing Edge TPU Utilization
Authors: Kung-Fu Chen and Ding-Yong Hong
Multi-Resource Scheduling for Multiple Service Function Chains with Deep Reinforcement Learning
Authors: Rui He, Bangbang Ren, Junjie Xie, Deke Guo and Laiping Zhao
Decentralized Federated Learning with Data Feature Transmission and Neighbor Selection
Authors: Wenxiao Lou, Yang Xu, Hongli Xu and Yunming Liao
Prototyping of Low-Cost Configurable Sparse Neural Processing Unit with Buffer and Mixed-Precision Reshapeable MAC Array
Authors: Binyi Wu, Wolfgang Furtner, Bernd Waschneck and Christian Mayr
OXDP: Offloading XDP to SmartNIC for Accelerating Packet Processing
Authors: Feng Wang, Gongming Zhao, Qianyu Zhang, Hongli Xu, Wei Yue and Liguang Xie
Session Chair: Aisha Junejo
A Nginx-based Dynamic Feedback Load Balancing Algorithm With Adaptive Heartbeat Detecting
Authors: Ge Hao, Zhang Qiongbing, Cui Junchao and Long Xuan
Flet-Edge: A Full Life-cycle Evaluation Tool for deep learning framework on the Edge
Authors: Xiaoyang Jiang, Xingzhou Zhang and Xiaohui Peng
Balancing Load: An adaptive traffic management scheme for microservices
Authors: Jiali Zhou, Xin Li, Qinhui Wang and Xiaolin Qin
Towards Fast and Energy-Efficient Offloading for Vehicular Edge Computing
Authors: Meijia Su, Chenhong Cao, Miaoling Dai, Jiangtao Li and Yufeng Li
On Optimizing Traffic Imbalance in Large-scale Block-based Cloud Storage: Trace Analysis and Algorithm Design
Authors: Haoyu Mao, Yongkun Li, Wenzhe Zhu, Fei Li and Yinlong Xu
Session Chair: Xiaoyi Lu
A Transformable NVMeoF Queue Design for Better Differentiating Read and Write Request Processing
Authors: Wenhao Gu, Xuchao Xie and Dezun Dong
Reinforcement Learning based Scheduling Optimization Mechanism on Switches
Authors: Xijia Lu, Xingwei Wang, Jie Jia, Xue Wang and Min Huang
A Heat-Recirculation-Aware Data Placement Strategy towards Data Centers
Authors: Zijie Zhong, Yuhui Deng and Jie Li
Service Level Objective Adaptive Energy Efficiency Management
Authors: Chuan Song, Feng Jiang, Xiaoguo Liang, Nishi Ahuja and Mohan J. Kumar
SNIP: Southbound Message Delivery with In-network Pruning in Clouds
Authors: Yan Yu, Gongming Zhao, Hongli Xu, Huaqing Tu, Luyao Luo and Liguang Xie
Session Chair: Chen Dai
Heterogeneous Federated Learning for Balancing Job Completion Time and Model Accuracy
Authors: Ruiting Zhou, Ruobei Wang, Jieling Yu, Bo Li and Yuqing Li
Pallas: Optimizing Userspace TCP Stack for Short-Lived Connections
Authors: Haiqiang Lin, Wenxin Li and Wenyu Qu
Efficient Control of Unscheduled Packets for Credit-based Proactive Transport
Authors: Xin He, Wenxin Li, Song Zhang and Keqiu Li
FLEET: Fluid Layout of End to End Topology
Authors: Madhumita Bharde and Karuna Nayak
A Novel Discrete Bi-objective Optimization Method for Virtual Machine Placement
Authors: Yanchang Feng, Chen Li and Bibo Tu
Session Chair: Minmei Wang
Dependency-Aware Traffic Management for Configuring On-demand in Service Meshes
Authors: Lin Wang, Xin Li, Hao Li, Jie Wu and Xiaolin Qin
MLPs: Efficient Training of MiniGo on Large-scale Heterogeneous Computing System
Authors: Peng Qiao, Zhouyu He, Rongchun Li, Jingfei Jiang, Yong Dou and Dongsheng Li
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio
Authors: Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan and Yuan Xie
A Two-stage Algorithm Based on Prediction and Search for Maxk-Truss Decomposition
Authors: Jiahao Tang, Lingbin Liu, Jinfang Jia, Li Wu, Xiaoying Wang and Jianqiang Huang
Long-life Sensitive Modulo Scheduling with Adaptive Loop Expansion
Authors: Hongli Zhong and Zhong Liu
Session Chair: Haojie Wang
Efficient Dynamic Binary Translation with Accumulative Persistent Code Caching
Authors: Lin Haoming, Chi Wanqing, Dong Yong, Wu Zhenwei and Zeng Hongqing
iCheck: Leveraging RDMA and Malleability for Application-Level Checkpointing in HPC Systems
Authors: Jophin John, Isaac David Núñez Araya and Michael Gerndt
Associativity-Aware Transaction Processing Optimization for Web Applications
Authors: Qianmian Yu and Zhou Jing
DGEMM Optimizaiton Oriented to ARM SVE Instruction Set Architecture
Authors: Yi Wei, Lin Deng, Sizheng Sun, Si-Si Li and Li Shen
DFBuffer: High-performance data forwarding software optimized for single-process IO scenarios
Authors: Xiaobin He, Wei Xiao, Xun Deng, Qi Chen, Bin Yang and Zuoning Chen
Session Chair: Jieming Yin
GraphGRU: A Graph Neural Network Model for Resource Prediction in Microservice Cluster
Authors: Hangtao He, Kejiang Ye and Linyu Su
Dynamic Adaptive Checkpoint Mechanism for Streaming Applications Based on Reinforcement Learning
Authors: Zhan Zhang, Tianming Liu, Yanjun Shu, Siyuan Chen and Xian Liu
ERP: An Efficient Rewrite Scheme to Improve the Inline Deduplication Restore Performance in Backup Systems
Authors: Weidong Liu, Yihui Lu, Chentao Wu, Jie Li and Minyi Guo
Maxwell’s Demon in Tail-tolerant, Resource-efficient Serverless Computing
Authors: Huanyu Zhang, Laiping Zhao and Keqiu Li
Online Large-scale Garbage Collection Scheduling: A Divide-and-conquer Approach
Authors: Yixiang Bian, Hongzi Zhu and Ziyang Lou
Session Chair: En Shao
Context-Adaptive Online Reinforcement Learning for Multi-view Video Summarization on Mobile Devices
Authors: Jingyi Hao, Sicong Liu, Bin Guo, Yasan Ding and Zhiwen Yu
OutletGuarder: Detecting DarkSide Ransomware By Power Factor Correction Signals in an Electrical Outlet
Authors: Shan Zou, Juchuan Zhang, Shui Jiang, Yushi Cheng, Xiaoyu Ji and Wenyuan Xu
Persistent Monitoring for Points of Interests with Different Priorities Using Multiple UAVs
Authors: Qing Guo, Wenzheng Xu, Jian Peng, Hongyou Li and Zhengzhong Xiang
WMDRS: Workload-Aware Performance Model Based Multi-Task Dynamic-Quota Real-Time Scheduling for Neural Processing Units
Authors: Chong Liu, Yuan Yao, Yi Dang, Gang Yang, Wei Jia, Xinyu Tian and Xingshe Zhou
Influence of beta and source packet rate on electromagnetic nanocommunications
Authors: Farah Hoteit, Eugen Dedu, Winston K.G. Seah and Dominique Dhoutaut
Session Chair: Daibo Liu
UTIO: Universal, Targeted, Imperceptible and Over-the-air Audio Adversarial Example
Authors: Cui Zhao, Zhenjiang Li, Han Ding and Wei Xi
Optimization of Ultrasonic Respiratory Signals based on Supervised Learning
Authors: Jiawen Chen, Ziyue Dang, Fan Dang and Lingkun Li
HeavyTracker: An Efficient Algorithm for Heavy-Hitter Detection in High-Speed Networks
Authors: Jiakun Yu, He Huang, Yang Du, Yu-E Sun, Guoju Gao, Hongli Xu and Shigang Chen
Fine-Grained Battery-Swap Order Prediction Using Spatio-Temporal Data Via GAT Model
Authors: Xianrui Pan, Panlong Yang, Guanghui Zhang, Pengju Pan, Lei Ye, Yicheng Wu, Dailong Shu and Xiaochen Fan
Talking Head Generation for Media Interaction System with Feature Disentanglement
Authors: Lei Zhang, Qingyang Chen and Zhilei Liu
Session Chair: Shangdong Yang
Improving Energy Efficiency of Permissioned Blockchains Using FPGAs
Authors: Nathania Santoso and Haris Javaid
Blockchain-based Health Data Sharing for Continuous Disease Surveillance in Smart Environments
Authors: Sandro Amofa, Xiaodong Lin, Qi Xia, Jianbin Gao and Hu Xia
Efficient-HotStuff: A BFT Blockchain Consensus with Higher Efficiency and Stronger Robustness
Authors: Di Zhai, Jian Wang, Jiqiang Liu, Tianhao Liu and Wenjia Niu
Blockchain-based Privacy-preserving Authentication Key Agreement Protocol for Industrial Wireless Sensor Networks
Authors: Xing Su, Yong Xie and Hui Wang
Blockchain Data Transaction with Leakage Tracing Based on Digital Fingerprint
Authors: Baowei Wang, Yuxiao Zhang and Bin Niu
Session Chair: Yuan Liu
Modeling Cross-blockchain Processes Using Queueing Theory: The Case of Cosmos
Authors: Ou Wu, Shanshan Li, Yanze Wang, Haoming Li and He Zhang
Enhancing Security of Certificate Authorities by Blockchain-based Domain Transparency
Authors: Qin Xiong, Yujian Zhang, Junhao Li and Fei Tong
A Cross Data Center Access Control Model by Constructing GAS on Blockchain
Authors: Shujiang Xu, Chaoyang Zhang, Lianhai Wang, Shuhui Zhang and Wei Shao
Towards A Scalable and Privacy-Preserving Blockchain-based European Parking System
Authors: Jonathan Kvist Brittain, Wei-Yang Chiu and Weizhi Meng
UltraBD: Backdoor Attack against Automatic Speaker Verification Systems via Adversarial Ultrasound
Authors: Junning Ze, Xinfeng Li, Yushi Cheng, Xiaoyu Ji and Wenyuan Xu
Session Chair: Yuedong Xu
G-SM3: High-Performance Implementation of GPU-based SM3 Hash Function
Authors: Jiankuo Dong, Sheng Lu, Pinchang Zhang, Fangyu Zheng and Fu Xiao
Hebo System: Trusted Copyright Authorization in Computer Networks
Authors: Chen Zeng, Fan Liang, Yixuan Sun and Xiaohui Peng
An Efficient Fully Homomorphic Encryption Sorting Algorithm Using Addition Over TFHE
Authors: Chunping Wang, Jiahui Chen, Xiaoli Zhang and Hongbing Cheng
TSHN: A Trajectory Similarity Hybrid Networks for Dummy Trajectory Identification
Authors: Yuanfei Li, Xiong Li, Shuai Shang and Xiaosong Zhang
Stealing Secrecy from Outside: A Novel Gradient Inversion Attack in Federated Learning
Authors: Chuan Zhang, Haotian Liang, Youqi Li, Tong Wu, Liehuang Zhu and Weiting Zhang
Session Chair: Bingxian Lu
An Improved Least-square based Jammer Localization Algorithm
Authors: Ruiqiong Tong, Yicong Du, Hongbo Liu and Yingying Chen
Multi-channel Walk Embedding Based Ethereum Phishing Scam Detection Method
Authors: Jinghao Li, Hexiao Li, Na Cheng, Wuqing Zhang, Ya Xu, Hengyang Zhang and Jianbin Li
Secure and Efficient Anonymous Authentication Key Agreement Scheme for Smart Industry
Authors: Xing Su, Yong Xie, Hui Wang, Wei Liu and Dingyi Shui
Authenticated selective disclosure of credentials in Hybrid-Storage Blockchains
Authors: Ruijiao Tian, Lanju Kong, Baochen Zhang, Xiao Li and Qingzhong Li
FLForest: Byzantine-robust Federated Learning through Isolated Forest
Authors: Tao Wang, Bo Zhao and Liming Fang
Session Chair: Xiaqing Li
Causal Ordering in the Presence of Byzantine Processes
Authors: Anshuman Misra and Ajay Kshemkalyani
CD-DAA-MD: A Cross-domain DAA Scheme with Mimic Defense for Internet of Vehicles
Authors: Liquan Chen, Yiwen Miao, Chen Yu and Suhui Liu
Relationship Between $G$-extra Connectivity and $G$-restricted Connectivity in Networks
Authors: Yihong Wang, Xueli Sun, Weibei Fan, Baolei Cheng, Li Xu and Jianxi Fan
Optimizing Resource Allocation in Pipeline Parallelism for Distributed DNN Training
Authors: Yubin Duan and Jie Wu
Tunable Causal Consistency: Specification and Implementation
Authors: Xue Jiang, Hengfeng Wei and Yu Huang
Session Chair: Longfei Shangguan
Nuwa: A Receiver-driven Congestion Control Framework to Achieve High-throughput and Controlled Delay over Dynamic Wireless Networks
Authors: Guanghui Gong, Xianliang Jiang, Yi Xie, Guang Jin, Jianan Zhang and Haiming Chen
A Blind Message Dissemination Method for OUSN using Unmanned Underwater Vehicles
Authors: Yaoze Zhou and Linfeng Liu
G-PPG: A Gesture-related PPG-based Two-Factor Authentication for Wearable Devices
Authors: Jiaqi Pan, Xinyan Zhou, Zenan Zhang, Xiaoyu Ji and Haiming Chen
SA-DDQN: Self-Attention Mechanism Based DDQN for SFC Deployment in NFV/MEC-Enabled Networks
Authors: Ziheng Wang, Songtao Guo and Guiyan Liu
DiTing: Edge Assisted Real-time ID-aware Visual Interaction for Multi-user Augmented Reality
Authors: Xinjun Cai, Zheng Yang, Liang Dong, Qiang Ma, Xin Miao and Zhuo Liu
Session Chair: Zhengxiong Li
MHMC: Real-Time Hand Motion Capture Using Millimeter-Wave Radar
Authors: Fan Deng, Hao Zhou, Peng Xia, Zian Wang, Xiaoyan Wang and Xiang-Yang Li
Traffic Processing and Fingerprint Generation for Smart Home Device Event
Authors: Yunhao Yao, Jiahui Hou, Sijia Zhang and Xiang-Yang Li
AudioWrite: A Handwriting Recognition System Using Acoustic Signals
Authors: Lin Wang, Junbao Zhang, Yue Li and Haoyu Wang
LoRa-based contactless long-range respiration classification system
Authors: Juan Luo, Renjie Zhou and Yue Cheng
RPCRS: Human Activity Recognition Using Millimeter Wave Radar
Authors: Tingpei Huang, Guoyong Liu, Shibao Li and Jianhang Liu
Session Chair: Xiaohua Xu
Fingersound: A Low-cost and Deployable Authentication System with Fingertip Sliding Sound
Authors: Zhanglei Shu, Zhangsen Wang, Guozheng Yang, Cheng Zang, Zhe Ma, Feng Lin and Kui Ren
A Distributed Method to Form UAV Swarm based on Moncular Vision
Authors: Yingchao Jia, Yan Gao, Huibin Wang and Ming Chen
Time-Frequency Analysis-Based Transient Harmonic Feature Extraction for Load Monitoring
Authors: Peng Xia, Hao Zhou, Shenyao Jiang, Fan Deng, Zhi Liu and Xiang-Yang Li
An Improved Spray And Wait Algorithm Based on the Node Social Tree
Authors: Jianqun Cui, Shuang Gong, Yanan Chang, Ziyi Chen, Huanhuan Chen and Yi Yang
CACam: Consecutive Angular Measurements with Camera on Smartphone for Distance Estimation
Authors: Yifan Zhu and Xiaojun Zhu
Session Chair: Ruofeng Liu
FedCS: Communication-Efficient Federated Learning with Compressive Sensing
Authors: Ye Liu, Shan Chang and Yiqi Liu
Improved DQN-Based Computation Offloading Algorithm in MEC Environment
Authors: Zheyu Zhao, Hao Cheng, Xiaohua Xu and Xiangyang Li
FedDGIC: Reliable and Efficient Asynchronous Federated Learning with Gradient Compensation
Authors: Zaipeng Xie, Junchen Jiang, Ruifeng Chen, Zhihao Qu and Hanxiang Liu
Melanlysis: A mobile deep learning approach for early detection of skin cancer
Authors: Samen Anjum Arani, Zhang Yu, Md Tanvir Rahman and Yang Hui
Hierarchical Computing Network Collaboration Architecture for Industrial Internet of Things
Authors: Zihui Luo, Xiaolong Zheng, Bo Wang, Qifeng Meng, Helei Cui, Xiaobing Guo and Liang Liu
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