Shiyou Qian

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 84

Top Topics

Business Process

Matching Algorithm

Top Venues

IEEE Trans. Serv. Comput.

Publications

Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks. Inf. Syst. 124 (2024)
Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian
WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Qin Hua, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li
Humas: A Heterogeneity- and Upgrade-aware Microservice Auto-scaling Framework in Large-scale Data Centers. CoRR (2024)
Wei Guan, Jian Cao, Jianqi Gao, Haiyan Zhao, Shiyou Qian
DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models. CoRR (2024)
Jiaang Duan, Shiyou Qian, Dingyu Yang, Hanwen Hu, Jian Cao, Guangtao Xue
MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms. CoRR (2024)
Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jiange Zhang, Jian Cao, Guangtao Xue, Minglu Li
PT-Tree: A Cascading Prefix Tuple Tree for Packet Classification in Dynamic Scenarios. IEEE/ACM Trans. Netw. 32 (1) (2024)
Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Jian Cao, Guangtao Xue
Mitigating Interference of Microservices with a Scoring Mechanism in Large-scale Clusters. CoRR (2024)
Yongpeng Dong, Shiyou Qian, Wanghua Shi, Junshen Li, Jian Cao, Guangtao Xue
OEM: An operation-aware event matching algorithm for content-based Pub/Sub systems. Comput. Networks 250 (2024)
Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan
MANSOR: A module alignment method based on neighbor information for scientific workflow. Concurr. Comput. Pract. Exp. 36 (10) (2024)
Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan
SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching. ICSOC (2) (2023)
Yongpeng Dong, Shiyou Qian, Wanghua Shi, Jian Cao, Guangtao Xue
EEM: An elastic event matching framework for content-based publish/subscribe systems. Comput. Networks 232 (2023)
Weidong Zhu, Shiyou Qian, Jiawei Xu, Guangtao Xue, Jian Cao, Yanmin Zhu, Wenjuan Li
Lap: A latency-aware parallelism framework for content-based publish/subscribe systems. Concurr. Comput. Pract. Exp. 35 (17) (2023)
Qin Hua, Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao
Bi-GAE: A Bidirectional Generative Auto-Encoder. J. Comput. Sci. Technol. 38 (3) (2023)
Wei Liang, Wanghua Shi, Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jian Cao, Guangtao Xue
BOP: A Bitset-based Optimization Paradigm for Content-based Event Matching Algorithms (S). SEKE (2023)
Yan Yao, Shanshan Feng, Hanwen Hu, Shenglin Xu, Shiyou Qian, Bin Qu, Diankun Zhai
BWC: A Ballast Water Curve Algorithm for Optimizing Ship Fuel Consumption. ICDM (Workshops) (2023)
Hanwen Hu, Shiyou Qian, Jingchao Ouyang, Jian Cao, Han Han, Jie Wang, Yirong Chen
AMM: An Adaptive Online Map Matching Algorithm. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue
KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. WWW (2023)
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model. IEEE Trans. Serv. Comput. 16 (5) (2023)
Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan
Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. ICSOC (1) (2023)
Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CoRR (2023)
Jian Cao, Naixuan Wang, Shiyou Qian, Wei Guan
When to Invoke a Prediction Service for Business Process Monitoring? IEEE Trans. Serv. Comput. 16 (4) (2023)
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
AIMED: An automatic and incremental approach for business process model repair under concept drift. Inf. Syst. 119 (2023)
Jian Cao, Chi Wang, Wei Guan, Shiyou Qian, Haiyan Zhao
Remaining Time Prediction for Collaborative Business Processes with Privacy Preservation. ICSOC (2) (2023)
Bohan Jia, Jian Cao, Shiyou Qian, Nengjun Zhu, Xin Dong, Liang Zhang, Lei Cheng, Linjian Mo
SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Yang Gu, Jian Cao, Shiyou Qian, Wei Guan
SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics. IEEE Trans. Serv. Comput. 16 (6) (2023)
Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CIKM (2022)
Haonan Wu, Yingying Chen, Guangtao Xue, Yuehu Jiang, Ming Wang, Shiyou Qian, Jiadi Yu, Pai-Yen Chen
OnionCode: Enabling Multi-priority Coding in LED-based Optical Camera Communications. INFOCOM (2022)
Wanghua Shi, Shiyou Qian
HEM: A Hardware-Aware Event Matching Algorithm for Content-Based Pub/Sub Systems. DASFAA (1) (2022)
Junshen Li, Yufeng Deng, Shiyou Qian, Jian Cao, Guangtao Xue
Parallel Ensemble Matching Based on Subscription Partitioning for Content-Based Publish/Subscribe Systems. Int. J. Softw. Eng. Knowl. Eng. 32 (11&12) (2022)
Shiyou Qian, Bin Cheng, Jian Cao, Guangtao Xue, Yanmin Zhu, Jiadi Yu, Minglu Li, Tao Zhang
Detecting Taxi Trajectory Anomaly Based on Spatio-Temporal Relations. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Weidong Zhu, Yufeng Deng, Shiyou Qian, Jian Cao, Guangtao Xue
PEM: A Parallel Ensemble Matching Framework for Content-based Publish/Subscribe Systems. SEKE (2022)
Jian Cao, He Huang, Shiyou Qian
CLOSED: A Cloud-Edge Dynamic Collaborative Strategy for Complex Event Detection. ICWS (2022)
Hanwen Hu, Yirong Chen, Jingchao Ouyang, Shiyou Qian, Jian Cao, Han Han, Jie Wang, Michael D. Lepech
@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers. IJCNN (2022)
Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. CIKM (2022)
Qiqi Cai, Jian Cao, Shiyou Qian, Yirong Chen
DTFPRS: A Distributed Traffic Flow Prediction Framework Based on Road Segmentation. BESC (2022)
Qin Hua, Shiyou Qian, Dingyu Yang, Jianmei Guo, Jian Cao, Guangtao Xue, Minglu Li
Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training. J. Syst. Archit. 130 (2022)
Zhong Wang, Guangtao Xue, Shiyou Qian, Minglu Li
CampEdge: Distributed Computation Offloading Strategy Under Large-Scale AP-Based Edge Computing System for IoT Applications. IEEE Internet Things J. 8 (8) (2021)
Jian Cao, Tingjie Jia, Shiyou Qian, Haiyan Zhao, Jie Wang
CBPCS: A Cache-block-based Service Process Caching Strategy to Accelerate the Execution of Service Processes. ACM Trans. Web 15 (1) (2021)
Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jian Cao, Guangtao Xue, Minglu Li
BMTP: Combining Backward Matching with Tree-Based Pruning for Large-Scale Content-Based Pub/Sub Systems. ICA3PP (3) (2021)
Yanhua Cao, Shiyou Qian, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Minglu Li
Online charging coordination of electric vehicles to optimize cost and smoothness. Pervasive Mob. Comput. 73 (2021)
Tianchen Ding, Shiyou Qian, Jian Cao, Guangtao Xue, Yanmin Zhu, Jiadi Yu, Minglu Li
MO-Tree: An Efficient Forwarding Engine for Spatiotemporal-Aware Pub/Sub Systems. IEEE Trans. Parallel Distributed Syst. 32 (4) (2021)
Chunhou Liu, Jian Cao, Yudong Tan, Shiyou Qian
CATS: A Cache Time-to-Live Setting Auto Adjustment Strategy for an Air Ticket Query Service. ChineseCSCW (1) (2021)
Shiyou Qian, Jiawei Xu, Jian Cao, Guangtao Xue, Junshen Li, Wenyi Zhang
Fat Topic: Improving Latency in Content-Based Publish/Subscribe Systems on Apache Kafka. WASA (1) (2021)
Tianchen Ding, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li
SCSL: Optimizing Matching Algorithms to Improve Real-time for Content-based Pub/Sub Systems. IPDPS (2020)
Jiawei Xu, Weidong Zhu, Shiyou Qian, Guangtao Xue, Jian Cao, Yanmin Zhu, Zongyao Zhu, Junwei Zhu
Roda: A Flexible Framework for Real-Time On-demand Data Aggregation. ICA3PP (2) (2020)
Zhong Wang, Guangtao Xue, Shiyou Qian, Minglu Li
Efficient Resources Allocation and Computation Offloading Model for AP-based Edge Cloud. GLOBECOM (2020)
Tianchen Ding, Shiyou Qian, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Wenjuan Li
Comat: An Effective Composite Matching Framework for Content-based Pub/Sub Systems. ISPA/BDCloud/SocialCom/SustainCom (2020)
Yanhua Cao, Shiyou Qian, Qiushi Wang, Hanwen Hu, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Minglu Li
OSCD: An Online Charging Scheduling Algorithm to Optimize Cost and Smoothness. WASA (1) (2020)
Wenjuan Li, Jian Cao, Shiyou Qian
Comprehensive evaluation of cloud services based on fuzzy grey method. Int. J. Inf. Technol. Manag. 19 (4) (2020)
Naixuan Wang, Jian Cao, Qing Qi, Qi Gu, Shiyou Qian
SONAS: A System to Obtain Insights on Web APIs from Stack Overflow. ChineseCSCW (2020)
Qiang Wu, Jiadi Yu, Li Lu, Shiyou Qian, Guangtao Xue
Dynamically Adjusting Scale of a Kubernetes Cluster under QoS Guarantee. ICPADS (2019)
Zhong Wang, Daniel Sun, Guangtao Xue, Shiyou Qian, Guoqiang Li, Minglu Li
Ada-Things: An adaptive virtual machine monitoring and migration strategy for internet of things applications. J. Parallel Distributed Comput. 132 (2019)
Chunjing Gan, Bin Wang, Zhi-Jie Wang, Huazhong Liu, Dingyu Yang, Jian Yin, Shiyou Qian, Song Guo
A Solution for High Availability Memory Access. ICA3PP (1) (2019)
Tian Ma, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
An Unsupervised Incremental Virtual Learning Method for Financial Fraud Detection. AICCSA (2019)
Shiyou Qian, Jian Cao, Weichao Mao, Yanmin Zhu, Jiadi Yu, Minglu Li, Jie Wang
A fast and anti-matchability matching algorithm for content-based publish/subscribe systems. Comput. Networks 149 (2019)
Duo Wang, Jian Cao, Shiyou Qian, Qing Qi
Investigating Cross-Repository Socially Connected Teams on GitHub. APSEC (2019)
Hanwen Hu, Shiyou Qian, Jian Cao, Jiadi Yu, Guangtao Xue, Yanmin Zhu, Minglu Li, Zhi-Jie Wang
Optimizing the Waiting Time of Sensors in a MANET to Strike a Balance between Energy Consumption and Data Timeliness. ICPADS (2019)
Zhengyu Liao, Shiyou Qian, Jian Cao, Yanhua Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
PhSIH: A Lightweight Parallelization of Event Matching in Content-based Pub/Sub Systems. ICPP (2019)
Wenjuan Li, Jian Cao, Shiyou Qian, Rajkumar Buyya
TSLAM: A Trust-enabled Self-Learning Agent Model for Service Matching in the Cloud Market. ACM Trans. Auton. Adapt. Syst. 13 (4) (2019)
Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Tao Zhang
STL: Online Detection of Taxi Trajectory Anomaly Based on Spatial-Temporal Laws. DASFAA (2) (2019)
Hua Xue, Jiadi Yu, Yanmin Zhu, Li Lu, Shiyou Qian, Minglu Li
WiZoom: Accurate Multipath Profiling using Commodity WiFi Devices with Limited Bandwidth. SECON (2019)
Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
DOAD: An Online Dredging Operation Anomaly Detection Method based on AIS Data. IJCNN (2019)
Sikai Xing, Shiyou Qian, Bin Cheng, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
A QoS-oriented Scheduling and Autoscaling Framework for Deep Learning. IJCNN (2019)
Lanxuan Tong, Jian Cao, Qing Qi, Shiyou Qian
AIMS: A Predictive Web API Invocation Behavior Monitoring System. ICWS (2019)
Shiyou Qian, Weichao Mao, Jian Cao, Frederic Le Mouel, Minglu Li
Adjusting Matching Algorithm to Adapt to Workload Fluctuations in Content-based Publish/Subscribe Systems. INFOCOM (2019)
Yan Yao, Jian Cao, Shiyou Qian, Shanshan Feng
Decentralized executions of privacy awareness data analytics workflows in the cloud. Concurr. Comput. Pract. Exp. 31 (15) (2019)
Yanhua Cao, Li Lu, Jiadi Yu, Shiyou Qian, Yanmin Zhu, Minglu Li
Online cost-rejection rate scheduling for resource requests in hybrid clouds. Parallel Comput. 81 (2019)
Xiangyu Xu, Jiadi Yu, Yingying Chen, Yanmin Zhu, Shiyou Qian, Minglu Li
Leveraging Audio Signals for Early Recognition of Inattentive Driving with Smartphones. IEEE Trans. Mob. Comput. 17 (7) (2018)
Juan Li, Yanmin Zhu, Jiadi Yu, Chengnian Long, Guangtao Xue, Shiyou Qian
Online Auction for IaaS Clouds: Towards Elastic User Demands and Weighted Heterogeneous VMs. IEEE Trans. Parallel Distributed Syst. 29 (9) (2018)
Yan Yao, Jian Cao, Shiyou Qian
Throughput-Guarantee Resource Provisioning for Streaming Analytical Workflows in the Cloud. ChineseCSCW (2018)
Deqian Zou, Shiyou Qian, Guangtao Xue, Jian Cao, Jiadi Yu, Yanmin Zhu, Minglu Li, Wenjuan Li
UpPreempt: A Fine-Grained Preemptive Scheduling Strategy for Container-Based Clusters. ICPADS (2018)
Yan Yao, Jian Cao, Shiyou Qian, Xiaogang Wang
Resource Scheduling for Real-Time Analytical Workflow Services in the Cloud. IEEE Access 6 (2018)
Weichao Mao, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Wenjuan Li, Shiyou Qian
Adjusting Matching Algorithm to Adapt to Dynamic Subscriptions in Content-Based Publish/Subscribe Systems. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Yue Ding, Dong Wang, Guoqiang Li, Daniel Sun, Xin Xin, Shiyou Qian
Exploiting long-term and short-term preferences and RFID trajectories in shop recommendation. Softw. Pract. Exp. 47 (6) (2017)
Ye Tian, Guangtao Yue, Shiyou Qian, Minglu Li
An Auto-Scaling Framework for Containerized Elastic Applications. BigCom (2017)
Yanhua Cao, Li Lu, Jiadi Yu, Shiyou Qian, Yanmin Zhu, Minglu Li, Jian Cao, Zhong Wang, Juan Li, Guangtao Xue
Online Cost-Aware Service Requests Scheduling in Hybrid Clouds for Cloud Bursting. WISE (1) (2017)
Sikai Xing, Shiyou Qian, Jian Cao, Minglu Li, Guangtao Xue, Yanmin Zhu
SAAP: A State-Aware Adaptive Prediction Strategy for CPU Load of Desktops. ICSPS (2017)
Li Lu, Jiadi Yu, Yanmin Zhu, Guangtao Xue, Shiyou Qian, Minglu Li
Cost-efficient VM configuration algorithm in the cloud using mix scaling strategy. ICC (2017)
Shanshan Feng, Jian Cao, Jie Wang, Shiyou Qian
Recommendations Based on Comprehensively Exploiting the Latent Factors Hidden in Items' Ratings and Content. ACM Trans. Knowl. Discov. Data 11 (3) (2017)
Juan Li, Yanmin Zhu, Jiadi Yu, Chengnian Long, Guangtao Xue, Shiyou Qian
Online auction for IaaS clouds: Towards elastic user demands and weighted heterogeneous VMs. INFOCOM (2017)
Yanchao Jing, Guangtao Xue, Shiyou Qian
Noff: A Novel Extendible Parallel Library for High-Performance Network Traffic Monitoring. APSEC (2017)
Zhong Wang, Guangtao Xue, Shiyou Qian, Gongshen Liu, Minglu Li, Jian Cao, Jiadi Yu
Ada-copy: An Adaptive Memory Copy Strategy for Virtual Machine Live Migration. ICPADS (2017)
Jun Qin, Yanmin Zhu, Guangtao Xue, Shiyou Qian, Minglu Li
On Trajectory-Based Network Construction for Time-Constrained Data Delivery in VANETs. VTC Fall (2016)
Jun Qin, Hongzi Zhu, Yanmin Zhu, Jiadi Yu, Guangtao Xue, Shiyou Qian, Minglu Li
On Unified Mobile Sensing Data Gathering with Urban Vehicular Networks. GLOBECOM (2016)
Shiyou Qian, Jian Cao, Frédéric Le Mouël, Minglu Li, Jie Wang
Towards prioritized event matching in a content-based publish/subscribe system. DEBS (2015)
Zitai Ma, Jian Cao, Shiyou Qian
DDS: A Deadline Driven Workflow Scheduling Algorithm for Hybrid Amazon Instances. APSCC (2015)
Shiyou Qian, Jian Cao, Frédéric Le Mouël, Issam Sahel, Minglu Li
SCRAM: A Sharing Considered Route Assignment Mechanism for Fair Taxi Route Recommendations. KDD (2015)
Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang
H-Tree: An Efficient Index Structurefor Event Matching in Content-BasedPublish/Subscribe Systems. IEEE Trans. Parallel Distributed Syst. 26 (6) (2015)
Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li
REIN: A fast event matching approach for content-based publish/subscribe systems. INFOCOM (2014)
Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang
H-Tree: An efficient index structure for event matching in publish/subscribe systems. Networking (2013)
Shiyou Qian, Yanmin Zhu, Minglu Li
Smart recommendation by mining large-scale GPS traces. WCNC (2012)