Jia Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 90

Top Venues

IEEE Trans. Serv. Comput.

ICWS

IEEE Internet Things J.

SMC

Publications

Haitao Yuan, Jing Bi, Ziqi Wang, Jinhong Yang, Jia Zhang
Partial and cost-minimized computation offloading in hybrid edge and cloud systems. Expert Syst. Appl. 250 (2024)
Jing Bi, Zexian Chen, Haitao Yuan, Jia Zhang
Accurate water quality prediction with attention-based bidirectional LSTM and encoder-decoder. Expert Syst. Appl. 238 (Part C) (2024)
Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee
Learning Service Selection Decision Making Behaviors During Scientific Workflow Development. CoRR (2024)
Haitao Yuan, Jing Bi, Shuang Li, Jia Zhang, MengChu Zhou
An Improved LSTM-Based Prediction Approach for Resources and Workload in Large-Scale Data Centers. IEEE Internet Things J. 11 (12) (2024)
Chunyu Wei, Yushun Fan, Jia Zhang, Zhixuan Jia, Ruyu Yan
Dynamic Relation Graph Learning for Time-Aware Service Recommendation. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Jing Bi, Kangyuan Xu, Haitao Yuan, Jia Zhang, MengChu Zhou
Network Attack Prediction With Hybrid Temporal Convolutional Network and Bidirectional GRU. IEEE Internet Things J. 11 (7) (2024)
Haitao Yuan, Shen Wang, Jing Bi, Jia Zhang, MengChu Zhou
Hybrid and Spatiotemporal Detection of Cyberattack Network Traffic in Cloud Data Centers. IEEE Internet Things J. 11 (10) (2024)
Jing Bi, Ziqi Wang, Haitao Yuan, Jia Zhang, MengChu Zhou
Cost-Minimized Computation Offloading and User Association in Hybrid Cloud and Edge Computing. IEEE Internet Things J. 11 (9) (2024)
Haitao Yuan, Qinglong Hu, Jing Bi, Guanghong Gong, Jia Zhang, MengChu Zhou
Machine-Level Collaborative Manufacturing and Scheduling for Heterogeneous Plants. IEEE Internet Things J. 11 (9) (2024)
Jing Bi, Haitao Yuan, Shuang Li, Kaiyi Zhang, Jia Zhang, MengChu Zhou
ARIMA-Based and Multiapplication Workload Prediction With Wavelet Decomposition and Savitzky-Golay Filter in Clouds. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Jing Bi, Ziyue Guan, Haitao Yuan, Jia Zhang
Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders. Expert Syst. Appl. 244 (2024)
Jing Bi, Haisen Ma, Haitao Yuan, Rajkumar Buyya, Jinhong Yang, Jia Zhang, MengChu Zhou
Multivariate Resource Usage Prediction With Frequency-Enhanced and Attention-Assisted Transformer in Cloud Computing Systems. IEEE Internet Things J. 11 (15) (2024)
Rui Lai, Boyuan Zhang, Guanghong Gong, Haitao Yuan, Jinhong Yang, Jia Zhang, Mengchu Zhou
Energy-Efficient Scheduling in UAV-Assisted Hierarchical Wireless Sensor Networks. IEEE Internet Things J. 11 (11) (2024)
Jing Bi, Ziqi Wang, Haitao Yuan, Jia Zhang, MengChu Zhou
Self-adaptive teaching-learning-based optimizer with improved RBF and sparse autoencoder for high-dimensional problems. Inf. Sci. 630 (2023)
Jing Bi, Xiangdong Xue, Haitao Yuan, Jia Zhang
Latency-Minimized Computation Offloading in Vehicle Fog Computing with Improved Whale Optimization Algorithm. SMC (2023)
Jing Bi, Kaiyi Zhang, Haitao Yuan, Jia Zhang
Energy-Efficient Computation Offloading for Static and Dynamic Applications in Hybrid Mobile Edge Cloud System. IEEE Trans. Sustain. Comput. 8 (2) (2023)
Qibu Xiang, Shuxiang Xu, Yushun Fan, Jia Zhang
SparkACO: A Spark-Based Ant Colony Optimization for Path Planning of Large-Scale Complex Road Networks. BigDataService (2023)
Xing Wu, Yushun Fan, Jia Zhang, Zhenfeng Gao
Federated Latent Dirichlet Allocation for User Preference Mining. J. Web Eng. 22 (4) (2023)
Jing Bi, Jiahui Zhai, Haitao Yuan, Ziqi Wang, Junfei Qiao, Jia Zhang, MengChu Zhou
Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems. ICRA (2023)
Haitao Yuan, Shen Wang, Jing Bi, Jia Zhang
Deep and Spatio-Temporal Detection for Abnormal Traffic in Cloud Data Centers. SMC (2023)
Ruyu Yan, Haozhe Lin, Yushun Fan, Jia Zhang, Bing Bai
Multi-Modal Reciprocal Spatiotemporal Framework for Predicting Usage Trend of Knowledge Services. IEEE Trans. Serv. Comput. 16 (4) (2023)
Jing Bi, Ziyue Guan, Haitao Yuan, Jia Zhang
Network Anomaly Detection with Stacked Sparse Shrink Autoencoders and Improved XGBoost. SMC (2023)
Jing Bi, Haisen Ma, Haitao Yuan, Jia Zhang
Accurate Prediction of Workloads and Resources With Multi-Head Attention and Hybrid LSTM for Cloud Data Centers. IEEE Trans. Sustain. Comput. 8 (3) (2023)
Zhixuan Jia, Yushun Fan, Jia Zhang, Chunyu Wei, Ruyu Yan, Xing Wu
Improving Next Location Recommendation Services With Spatial-Temporal Multi-Group Contrastive Learning. IEEE Trans. Serv. Comput. 16 (5) (2023)
Jing Bi, Lifeng Xu, Haitao Yuan, Jia Zhang
Web Traffic Anomaly Detection Using a Hybrid Spatio-temporal Neural Network. SMC (2023)
Zhixuan Jia, Yushun Fan, Jia Zhang
MGMASR: Multi-Graph and Multi-Aspect Neural Network for Service Recommendation in Internet of Services. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Haozhe Lin, Yushun Fan, Jia Zhang, Bing Bai, Zhenghua Xu, Thomas Lukasiewicz
Toward Knowledge as a Service (KaaS): Predicting Popularity of Knowledge Services Leveraging Graph Neural Networks. IEEE Trans. Serv. Comput. 16 (1) (2023)
Haitao Yuan, Qinglong Hu, Jing Bi, Jinhu Lü, Jia Zhang, Mengchu Zhou
Profit-Optimized Computation Offloading With Autoencoder-Assisted Evolution in Large-Scale Mobile-Edge Computing. IEEE Internet Things J. 10 (13) (2023)
Xuan Zhang, Yushun Fan, Jia Zhang
APNet: Attention Mechanism with Point Sampling Loss Network for Remote Sensing Images Semantic Segmentation. BigDataService (2023)
Jing Bi, Luyao Zhang, Haitao Yuan, Jia Zhang
Multi-indicator water quality prediction with attention-assisted bidirectional LSTM and encoder-decoder. Inf. Sci. 625 (2023)
Jing Bi, Ziqi Wang, Haitao Yuan, Junfei Qiao, Jia Zhang, MengChu Zhou
Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems. ICRA (2023)
Chunyu Wei, Yushun Fan, Jia Zhang
Time-Aware Service Recommendation With Social-Powered Graph Hierarchical Attention Network. IEEE Trans. Serv. Comput. 16 (3) (2023)
Jing Bi, Ziqi Wang, Haitao Yuan, Jia Zhang
Cost-Minimized Partial Computation Offloading in Cloud-Assisted Mobile Edge Computing Systems. SMC (2023)
Shuxiang Xu, Qibu Xiang, Yushun Fan, Ruyu Yan, Jia Zhang
Exploiting Category Information in Sequential Recommendation. ICSOC (1) (2023)
Zhixuan Jia, Yushun Fan, Jia Zhang, Xing Wu, Chunyu Wei, Ruyu Yan
A Multi-source Information Graph-based Web Service Recommendation Framework for a Web Service Ecosystem. J. Web Eng. 21 (8) (2022)
Haozhe Lin, Yushun Fan, Jia Zhang, Bing Bai
MSP-RNN: Multi-Step Piecewise Recurrent Neural Network for Predicting the Tendency of Services Invocation. IEEE Trans. Serv. Comput. 15 (2) (2022)
Jing Bi, Xiang Zhang, Haitao Yuan, Jia Zhang, MengChu Zhou
A Hybrid Prediction Method for Realistic Network Traffic With Temporal Convolutional Network and LSTM. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Jing Bi, Haitao Yuan, Jia Zhang, MengChu Zhou
Green Energy Forecast-Based Bi-Objective Scheduling of Tasks Across Distributed Clouds. IEEE Trans. Sustain. Comput. 7 (3) (2022)
Fahima Amin Bhuyan, Shiyong Lu, Robert G. Reynolds, Jia Zhang, Ishtiaq Ahmed
A Security Framework for Scientific Workflow Provenance Access Control Policies. IEEE Trans. Serv. Comput. 15 (1) (2022)
Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee
Goal-Driven Context-Aware Service Recommendation for Mashup Development. SNPD (2022)
Haitao Yuan, Jing Bi, Jia Zhang, MengChu Zhou
Energy Consumption and Performance Optimized Task Scheduling in Distributed Data Centers. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
Junqi Zhang, Yushun Fan, Jia Zhang, Bing Bai
Learning to Build Accurate Service Representations and Visualization. IEEE Trans. Serv. Comput. 15 (3) (2022)
Chunyu Wei, Yushun Fan, Jia Zhang
High-Order Social Graph Neural Network for Service Recommendation. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Ruyu Yan, Yushun Fan, Jia Zhang, Junqi Zhang, Haozhe Lin
Service Recommendation for Composition Creation based on Collaborative Attention Convolutional Network. ICWS (2021)
Haozhe Lin, Yushun Fan, Jia Zhang, Bing Bai
REST: Reciprocal Framework for Spatiotemporal-coupled Predictions. WWW (2021)
Jia Zhang, Junhao Shen, Beichen Hu, Rahul Ramachandran, Tsengdar J. Lee, Kwo-Sen Kuo, Manil Maskey, Seungwon Lee
Graph Convolutional Network-Strengthened Topic Modeling for Scientific Papers. SMDS (2021)
Bing Bai, Yushun Fan, Wei Tan, Jia Zhang
DLTSR: A Deep Learning Framework for Recommendations of Long-Tail Web Services. IEEE Trans. Serv. Comput. 13 (1) (2020)
Chunyu Wei, Yushun Fan, Jia Zhang, Haozhe Lin
A-HSG: Neural Attentive Service Recommendation based on High-order Social Graph. ICWS (2020)
Haitao Yuan, Jing Bi, MengChu Zhou, Jia Zhang, Wei Zhang
Fine-grained Task Scheduling in Cloud Data Centers Using Simulated-annealing-based Bees Algorithm. SMC (2020)
Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng
Shifting to Mobile: Network-Based Empirical Study of Mobile Vulnerability Market. IEEE Trans. Serv. Comput. 13 (1) (2020)
Shuang Li, Jing Bi, Haitao Yuan, MengChu Zhou, Jia Zhang
Improved LSTM-based Prediction Method for Highly Variable Workload and Resources in Clouds. SMC (2020)
Haitao Yuan, Jing Bi, MengChu Zhou, Jia Zhang, Wei Zhang
Profit-Maximized Task Offloading with Simulated-annealing-based Migrating Birds Optimization in Hybrid Cloud-Edge Systems. SMC (2020)
Ramakrishna R. Nemani, Weile Wang, Hirofumi Hashimoto, Andrew R. Michaelis, Thomas Vandal, Alexei I. Lyapustin, Jia Zhang, Tsengdar J. Lee, Satya Kalluri, Hideaki Takenaka, Atsushi Higuchi, Kazuhito Ichii, Shuang Li, Jong-Min Yeom
GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems. IGARSS (2020)
Jing Bi, Haitao Yuan, Libo Zhang, Jia Zhang
. Inf. Sci. 481 (2019)
Keman Huang, Jinhui Yao, Jia Zhang, Zhiyong Feng
When Human Service Meets Crowdsourcing: Emerging in Human Service Collaboration. IEEE Trans. Serv. Comput. 12 (3) (2019)
Zhenfeng Gao, Yushun Fan, Xiu Li, Liang Gu, Cheng Wu, Jia Zhang
Discovery and Analysis About the Evolutionof Service Composition Patterns. J. Web Eng. 18 (7) (2019)
Yushi Hao, Yushun Fan, Jia Zhang
Service recommendation based on description reconstruction in cloud manufacturing. Int. J. Comput. Integr. Manuf. 32 (3) (2019)
Xing Wu, Yushun Fan, Jia Zhang, Haozhe Lin, Junqi Zhang
QF-RNN: QI-Matrix Factorization Based RNN for Time-Aware Service Recommendation. SCC (2019)
Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng, Shizhan Chen
Optimizing Semantic Annotations for Web Service Invocation. IEEE Trans. Serv. Comput. 12 (4) (2019)
Zhenfeng Gao, Yushun Fan, Cheng Wu, Wei Tan, Jia Zhang, Yayu Ni, Bing Bai, Shuhui Chen
SeCo-LDA: Mining Service Co-Occurrence Topics for Composition Recommendation. IEEE Trans. Serv. Comput. 12 (3) (2019)
Jing Bi, Haitao Yuan, Jia Zhang, MengChu Zhou
Temporal Task Scheduling for Delay-Constrained Applications in Geo-Distributed Cloud Data Centers. IEEE CLOUD (2018)
Jingxiu Zong, Lili Meng, Yanyan Tan, Jia Zhang, Yuwei Ren, Huaxiang Zhang
Adaptive reconstruction based multiple description coding with randomly offset quantizations. Multim. Tools Appl. 77 (20) (2018)
Zhenfeng Gao, Yushun Fan, Cheng Wu, Jia Zhang, Chang Chen
DSES: A Blockchain-Powered Decentralized Service Eco-System. IEEE CLOUD (2018)
Fahima Amin Bhuyan, Shiyong Lu, Robert G. Reynolds, Ishtiaq Ahmed, Jia Zhang
Quality Analysis for Scientific Workflow Provenance Access Control Policies. SCC (2018)
Yang Zhong, Yushun Fan, Wei Tan, Jia Zhang
Web Service Recommendation With Reconstructed Profile From Mashup Descriptions. IEEE Trans Autom. Sci. Eng. 15 (2) (2018)
Jia Zhang, Maryam Pourreza, Seungwon Lee, Ramakrishna R. Nemani, Tsengdar J. Lee
Unit of Work Supporting Generative Scientific Workflow Recommendation. ICSOC (2018)
Xiaoyi Duan, Jia Zhang, Rahul Ramachandran, Patrick Gatlin, Manil Maskey, Jeffrey J. Miller, Kaylin M. Bugbee, Tsengdar J. Lee
A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers. ICCC (2018)
Bing Bai, Yushun Fan, Wei Tan, Jia Zhang, Keman Huang, Jing Bi
End-to-End Web Service Recommendations by Extending Collaborative Topic Regression. Int. J. Web Serv. Res. 15 (1) (2018)
Haozhe Lin, Yushun Fan, Jia Zhang, Bing Bai
PRNN: Piecewise Recurrent Neural Networks for Predicting the Tendency of Services Invocation. ICWS (2018)
Jia Zhang, Stephen S. Yau, Calton Pu, Onur Altintas
Editorial Preface: Special Issue on Mobile & Cloud Computing Services. IEEE Trans. Serv. Comput. 11 (5) (2018)
Jia Zhang, Maryam Pourreza, Rahul Ramachandran, Tsengdar J. Lee, Patrick Gatlin, Manil Maskey, Amanda Marie Weigel
Facilitating Data-Centric Recommendation in Knowledge Graph. CIC (2018)
Haitao Yuan, Jing Bi, Jia Zhang, Wei Tan, Keman Huang
Workload-Aware Revenue Maximization in SDN-Enabled Data Center. CLOUD (2017)
Junqi Zhang, Yushun Fan, Wei Tan, Jia Zhang
Recommendation for Newborn Services by Divide-and-Conquer. ICWS (2017)
Shuhui Chen, Yushun Fan, Wei Tan, Jia Zhang, Bing Bai, Zhenfeng Gao
Service Recommendation Based on Separated Time-aware Collaborative Poisson Factorization. J. Web Eng. 16 (7&8) (2017)
Seungwon Lee, Chengxing Zhai, Terence Kubar, Benyang Tang, Lei Pan, Juilin Li, Jia Zhang, Qihao Bao
Educational and Scientific Applications of Climate Model Diagnostic Analyzer. BigData Congress (2017)
Zhenfeng Gao, Yushun Fan, Cheng Wu, Wei Tan, Jia Zhang
Service Recommendation from the Evolution of Composition Patterns. SCC (2017)
Qihao Bao, Jia Zhang, Xiaoyi Duan, Rahul Ramachandran, Tsengdar J. Lee, Yankai Zhang, Yuhao Xu, Seungwon Lee, Lei Pan, Patrick Gatlin, Manil Maskey
A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation. ICWS (2017)
Fahima Amin Bhuyan, Shiyong Lu, Dong Ruan, Jia Zhang
Scalable Provenance Storage and Querying Using Pig Latin for Big Data Workflows. SCC (2017)
Fahima Amin Bhuyan, Shiyong Lu, Ishtiaq Ahmed, Jia Zhang
Predicting efficacy of therapeutic services for autism spectrum disorder using scientific workflows. IEEE BigData (2017)
Yushi Hao, Yushun Fan, Wei Tan, Jia Zhang
Service Recommendation Based on Targeted Reconstruction of Service Descriptions. ICWS (2017)
Bing Bai, Yushun Fan, Wei Tan, Jia Zhang
SR-LDA: Mining Effective Representations for Generating Service Ecosystem Knowledge Maps. SCC (2017)
Xiaoyi Duan, Jia Zhang, Qihao Bao, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee, Lei Pan
Linking Design-Time and Run-Time: A Graph-Based Uniform Workflow Provenance Model. ICWS (2017)
Jing Bi, Haitao Yuan, Wei Tan, MengChu Zhou, Yushun Fan, Jia Zhang, Jianqiang Li
Application-Aware Dynamic Fine-Grained Resource Provisioning in a Virtualized Cloud Data Center. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Shuhui Chen, Yushun Fan, Wei Tan, Jia Zhang, Bing Bai, Zhenfeng Gao
Time-Aware Collaborative Poisson Factorization for Service Recommendation. ICWS (2016)
Keman Huang, Jinhui Yao, Jia Zhang, Zhiyong Feng
Human-as-a-Service: Growth in Human Service Ecosystem. SCC (2016)
Jia Zhang, Qihao Bao, Xiaoyi Duan, Shiyong Lu, Lijun Xue, Runyu Shi, Pingbo Tang
Collaborative Scientific Workflow Composition as a Service: An Infrastructure Supporting Collaborative Data Analytics Workflow Design and Management. CIC (2016)
Zhenfeng Gao, Yushun Fan, Cheng Wu, Wei Tan, Jia Zhang, Yayu Ni, Bing Bai, Shuhui Chen
SeCo-LDA: Mining Service Co-occurrence Topics for Recommendation. ICWS (2016)
T. H. Akila S. Siriweera, Incheon Paik, Jia Zhang, Banage T. G. S. Kumara
Big Data Analytic Service Discovery Using Social Service Network with Domain Ontology and Workflow Awareness. ICWS (2016)
Jia Zhang, Runyu Shi, Weiyi Wang, Shenggu Lu, Yuanchen Bai, Qihao Bao, Tsengdar J. Lee, Kiran Nagaraja, Nimish Radia
A Bloom Filter-Powered Technique Supporting Scalable Semantic Service Discovery in Service Networks. ICWS (2016)
Lucas Colucci, Prachi Doshi, Kun-Lin Lee, Jiajie Liang, Yin Lin, Ishan Vashishtha, Jia Zhang, Alvin Jude
Evaluating Item-Item Similarity Algorithms for Movies. CHI Extended Abstracts (2016)
Jia Zhang, Wei Wang, Xing Wei, Chris Lee, Seungwon Lee, Lei Pan, Tsengdar J. Lee
Climate Analytics Workflow Recommendation as a Service - Provenance-Driven Automatic Workflow Mashup. ICWS (2015)
Jing Bi, Haitao Yuan, Yushun Fan, Wei Tan, Jia Zhang
Dynamic Fine-Grained Resource Provisioning for Heterogeneous Applications in Virtualized Cloud Data Center. CLOUD (2015)
Yang Zhong, Yushun Fan, Keman Huang, Wei Tan, Jia Zhang
Time-Aware Service Recommendation for Mashup Creation. IEEE Trans. Serv. Comput. 8 (3) (2015)
Juan Chen, Zhiyong Feng, Shizhan Chen, Keman Huang, Wei Tan, Jia Zhang
A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization. ICWS (2015)
Jia Zhang, Chris Lee, Petr Votava, Tsengdar J. Lee, Shuai Wang, Venkatesh Sriram, Neeraj Saini, Pujita Rao, Ramakrishna R. Nemani
A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation. Int. J. Web Serv. Res. 12 (3) (2015)
Keman Huang, Jia Zhang, Wei Tan, Zhiyong Feng
An Empirical Analysis of Contemporary Android Mobile Vulnerability Market. IEEE MS (2015)
Runyu Shi, Jia Zhang, Wenjing Chu, Qihao Bao, Xiatao Jin, Chenran Gong, Qihao Zhu, Chang Yu, Steven Rosenberg
MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization. SCC (2015)
Jia Zhang, Chris Lee, Petr Votava, Tsengdar J. Lee, Ramakrishna R. Nemani, Ian T. Foster
A community-oriented workflow reuse and recommendation technique. Int. J. Bus. Process. Integr. Manag. 7 (3) (2015)
Bofei Xia, Yushun Fan, Wei Tan, Keman Huang, Jia Zhang, Cheng Wu
Category-Aware API Clustering and Distributed Recommendation for Automatic Mashup Creation. IEEE Trans. Serv. Comput. 8 (5) (2015)
Jinhui Yao, Wei Tan, Surya Nepal, Shiping Chen, Jia Zhang, David De Roure, Carole A. Goble
ReputationNet: Reputation-Based Service Recommendation for e-Science. IEEE Trans. Serv. Comput. 8 (3) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jia Zhang