Jia Zhang
Orcid: 0000-0003-2148-0923Affiliations:
- Southern Methodist University, Department of Computer Science, Dallas, TX, USA
- Carnegie Mellon University Silicon Valley, Moffett Field, CA, USA
- Northern Illinois University, DeKalb, IL, USA
According to our database1,
Jia Zhang
authored at least 193 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on ece.cmu.edu
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
ARIMA-Based and Multiapplication Workload Prediction With Wavelet Decomposition and Savitzky-Golay Filter in Clouds.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024
Network Attack Prediction With Hybrid Temporal Convolutional Network and Bidirectional GRU.
IEEE Internet Things J., April, 2024
Accurate water quality prediction with attention-based bidirectional LSTM and encoder-decoder.
Expert Syst. Appl., March, 2024
2023
MGMASR: Multi-Graph and Multi-Aspect Neural Network for Service Recommendation in Internet of Services.
IEEE Trans. Netw. Serv. Manag., September, 2023
Profit-Optimized Computation Offloading With Autoencoder-Assisted Evolution in Large-Scale Mobile-Edge Computing.
IEEE Internet Things J., July, 2023
Self-adaptive teaching-learning-based optimizer with improved RBF and sparse autoencoder for high-dimensional problems.
Inf. Sci., June, 2023
Multi-indicator water quality prediction with attention-assisted bidirectional LSTM and encoder-decoder.
Inf. Sci., May, 2023
Energy-Efficient Computation Offloading for Static and Dynamic Applications in Hybrid Mobile Edge Cloud System.
IEEE Trans. Sustain. Comput., 2023
Accurate Prediction of Workloads and Resources With Multi-Head Attention and Hybrid LSTM for Cloud Data Centers.
IEEE Trans. Sustain. Comput., 2023
Multi-Modal Reciprocal Spatiotemporal Framework for Predicting Usage Trend of Knowledge Services.
IEEE Trans. Serv. Comput., 2023
Time-Aware Service Recommendation With Social-Powered Graph Hierarchical Attention Network.
IEEE Trans. Serv. Comput., 2023
Toward Knowledge as a Service (KaaS): Predicting Popularity of Knowledge Services Leveraging Graph Neural Networks.
IEEE Trans. Serv. Comput., 2023
Improving Next Location Recommendation Services With Spatial-Temporal Multi-Group Contrastive Learning.
IEEE Trans. Serv. Comput., 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Latency-Minimized Computation Offloading in Vehicle Fog Computing with Improved Whale Optimization Algorithm.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Cost-Minimized Partial Computation Offloading in Cloud-Assisted Mobile Edge Computing Systems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Network Anomaly Detection with Stacked Sparse Shrink Autoencoders and Improved XGBoost.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023
Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
APNet: Attention Mechanism with Point Sampling Loss Network for Remote Sensing Images Semantic Segmentation.
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
SparkACO: A Spark-Based Ant Colony Optimization for Path Planning of Large-Scale Complex Road Networks.
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
2022
IEEE Trans. Netw. Serv. Manag., December, 2022
Green Energy Forecast-Based Bi-Objective Scheduling of Tasks Across Distributed Clouds.
IEEE Trans. Sustain. Comput., 2022
Energy Consumption and Performance Optimized Task Scheduling in Distributed Data Centers.
IEEE Trans. Syst. Man Cybern. Syst., 2022
IEEE Trans. Serv. Comput., 2022
MSP-RNN: Multi-Step Piecewise Recurrent Neural Network for Predicting the Tendency of Services Invocation.
IEEE Trans. Serv. Comput., 2022
IEEE Trans. Serv. Comput., 2022
A Hybrid Prediction Method for Realistic Network Traffic With Temporal Convolutional Network and LSTM.
IEEE Trans Autom. Sci. Eng., 2022
A Multi-source Information Graph-based Web Service Recommendation Framework for a Web Service Ecosystem.
J. Web Eng., 2022
CoRR, 2022
Proceedings of the 24th IEEE/ACIS International Conference on Software Engineering, 2022
Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition.
Proceedings of the 22nd IEEE/ACIS International Conference on Computer and Information Science, 2022
2021
J. Web Eng., 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the IEEE International Conference on Smart Data Services, 2021
Service Recommendation for Composition Creation based on Collaborative Attention Convolutional Network.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021
2020
IEEE Trans. Serv. Comput., 2020
IEEE Trans. Serv. Comput., 2020
Profit-Maximized Task Offloading with Simulated-annealing-based Migrating Birds Optimization in Hybrid Cloud-Edge Systems.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Fine-grained Task Scheduling in Cloud Data Centers Using Simulated-annealing-based Bees Algorithm.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Improved LSTM-based Prediction Method for Highly Variable Workload and Resources in Clouds.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 2020 IEEE International Conference on Web Services, 2020
2019
IEEE Trans. Serv. Comput., 2019
IEEE Trans. Serv. Comput., 2019
IEEE Trans. Serv. Comput., 2019
J. Web Eng., 2019
SGW-SCN: An integrated machine learning approach for workload forecasting in geo-distributed cloud data centers<sup>⁎</sup>.
Inf. Sci., 2019
Int. J. Comput. Integr. Manuf., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Conference on Services Computing, 2019
2018
IEEE Trans. Serv. Comput., 2018
IEEE Trans Autom. Sci. Eng., 2018
Adaptive reconstruction based multiple description coding with randomly offset quantizations.
Multim. Tools Appl., 2018
Int. J. Web Serv. Res., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers.
Proceedings of the 2018 IEEE International Conference on Cognitive Computing, 2018
PRNN: Piecewise Recurrent Neural Networks for Predicting the Tendency of Services Invocation.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018
Proceedings of the 2018 IEEE International Conference on Services Computing, 2018
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018
Temporal Task Scheduling for Delay-Constrained Applications in Geo-Distributed Cloud Data Centers.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018
2017
Application-Aware Dynamic Fine-Grained Resource Provisioning in a Virtualized Cloud Data Center.
IEEE Trans Autom. Sci. Eng., 2017
Service Recommendation Based on Separated Time-aware Collaborative Poisson Factorization.
J. Web Eng., 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Predicting efficacy of therapeutic services for autism spectrum disorder using scientific workflows.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
SR-LDA: Mining Effective Representations for Generating Service Ecosystem Knowledge Maps.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
A Bloom Filter-Powered Technique Supporting Scalable Semantic Service Discovery in Service Networks.
Proceedings of the IEEE International Conference on Web Services, 2016
Big Data Analytic Service Discovery Using Social Service Network with Domain Ontology and Workflow Awareness.
Proceedings of the IEEE International Conference on Web Services, 2016
Proceedings of the IEEE International Conference on Web Services, 2016
Proceedings of the IEEE International Conference on Web Services, 2016
Collaborative Scientific Workflow Composition as a Service: An Infrastructure Supporting Collaborative Data Analytics Workflow Design and Management.
Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
Proceedings of the IEEE International Conference on Services Computing, 2016
2015
IEEE Trans. Serv. Comput., 2015
IEEE Trans. Serv. Comput., 2015
Category-Aware API Clustering and Distributed Recommendation for Automatic Mashup Creation.
IEEE Trans. Serv. Comput., 2015
A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation.
Int. J. Web Serv. Res., 2015
Int. J. Bus. Process. Integr. Manag., 2015
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015
Climate Analytics Workflow Recommendation as a Service - Provenance-Driven Automatic Workflow Mashup.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization.
Proceedings of the 2015 IEEE International Conference on Services Computing, 2015
Dynamic Fine-Grained Resource Provisioning for Heterogeneous Applications in Virtualized Cloud Data Center.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015
2014
IEEE Trans. Serv. Comput., 2014
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
Time-Aware Service Recommendation for Mashup Creation in an Evolving Service Ecosystem.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014
Proceedings of the 2014 IEEE International Conference on Web Services, 2014
Proceedings of the Web Services Foundations, 2014
2013
Service Oriented Solution Modeling and Variation Propagation Analysis Based on Architectural Building Blocks.
Int. J. Web Serv. Res., 2013
Technical Architecture of Enabling Body of Knowledge System for Effective Learning and Information Dissemination.
Int. J. Web Serv. Res., 2013
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013
Proceedings of the 2013 IEEE 6th International Conference on Service-Oriented Computing and Applications, 2013
Bridging VisTrails Scientific Workflow Management System to High Performance Computing.
Proceedings of the IEEE Ninth World Congress on Services, 2013
A Technique of Analyzing Trust Relationships to Facilitate Scientific Service Discovery and Recommendation.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
Sensor Data as a Service - A Federated Platform for Mobile Data-centric Service Development and Sharing.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
2012
Leveraging Incrementally Enriched Domain Knowledge to Enhance Service Categorization.
Int. J. Web Serv. Res., 2012
ReputationNet: A Reputation Engine to Enhance ServiceMap by Recommending Trusted Services.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012
A User-Defined Exception Handling Framework in the VIEW Scientific Workflow Management System.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012
2011
Wirel. Pers. Commun., 2011
Applying Semantic Segment Detection to Enhance Web Page Presentation on the Mobile Internet.
J. Inf. Sci. Eng., 2011
Interact. Learn. Environ., 2011
Int. J. Bus. Process. Integr. Manag., 2011
Proceedings of the IEEE International Conference on Web Services, 2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Recommend-As-You-Go: A Novel Approach Supporting Services-Oriented Scientific Workflow Reuse.
Proceedings of the IEEE International Conference on Services Computing, 2011
ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics.
Proceedings of the IEEE International Conference on Services Computing, 2011
Proceedings of the IEEE International Conference on Services Computing, 2011
Proceedings of the IEEE International Conference on Services Computing, 2011
2010
Using Description Logics for the Provision of Context-Driven Content Adaptation Services.
Int. J. Syst. Serv. Oriented Eng., 2010
Enhancing the precision of content analysis in content adaptation using entropy-based fuzzy reasoning.
Expert Syst. Appl., 2010
A Web 2.0-based collaborative annotation system for enhancing knowledge sharing in collaborative learning environments.
Comput. Educ., 2010
Proceedings of the 6th World Congress on Services, 2010
Confucius: A Scientific Collaboration System Using Collaborative Scientific Workflows.
Proceedings of the IEEE International Conference on Web Services, 2010
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010
2009
Int. J. Softw. Sci. Comput. Intell., 2009
Int. J. Artif. Intell. Tools, 2009
Expert Syst. Appl., 2009
Proceedings of the IEEE International Conference on Web Services, 2009
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009
Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009
Proceedings of the IEEE International Conference on Cloud Computing, 2009
2008
Res. Pract. Technol. Enhanc. Learn., 2008
Expert Syst. Appl., 2008
Proceedings of the 2008 IEEE World Congress on Services, 2008
Proceedings of the 2008 IEEE Congress on Services, Part I, 2008
Design and Development of a University-Oriented Personalizable Web 2.0 Mashup Portal.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008
A Context-Driven Content Adaptation Planner for Improving Mobile Internet Accessibility.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008
Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008
A Method and Case Study of Designing Presentation Module in an SOA-based Solution Using Configurable Architectural Building Blocks (ABBs).
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008
2007
IEEE Trans. Syst. Man Cybern. Part A, 2007
Service-level agreement-based QoS analysis for web services discovery and composition.
Int. J. Internet Enterp. Manag., 2007
A Service Supporting Universal Access to Mobile Internet with Unit of Information-Based Intelligent Content Adaptation.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007
2006
Int. J. Web Grid Serv., 2006
Int. J. Bus. Process. Integr. Manag., 2006
2005
Criteria Analysis and Validation of the Reliability of Web Services-Oriented Systems.
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005
Proceedings of the 2005 IEEE International Conference on Services Computing (SCC 2005), 2005
Proceedings of the 2005 IEEE International Conference on Services Computing (SCC 2005), 2005
2004
Proceedings of the 2004 IEEE International Conference on E-Commerce Technology (CEC 2004), 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 15th International Symposium on Software Reliability Engineering (ISSRE 2004), 2004
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004
Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004
Proceedings of the 2004 IEEE International Conference on Services Computing (SCC 2004), 2004
2003
Softw. Pract. Exp., 2003
An Architecture for Building Web Service Applications.
Proceedings of the Web Services: Modeling, 2003
Formal Collaborative Production Environment.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003
Computer Supported Cooperative Work Oriented Architecture.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003
Proceedings of the 2003 Symposium on Applications and the Internet (SAINT 2003), 27-31 January 2003, 2003
A Framework for the Efficient Production of Web Applications.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003
A New Global Optimization Method.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003
CAD Optimization of Single Phase Induction Motors.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003
Modeling Electronic Conference Control.
Proceedings of the 22nd IASTED International Conference on Modelling, 2003
Proceedings of the Fifth International Symposium on Multimedia Software Engineering, 2003
Proceedings of the Eighth IEEE Symposium on Computers and Communications (ISCC 2003), 30 June, 2003
Architecture-Based Development of Web Service Based Applications.
Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Mockup Supporting Web Requirements Engineering.
Proceedings of the International Conference on Internet Computing, 2003
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003
2002
A SOAP-Oriented Component-Based Framework Supporting Device-Independent Multimedia Web Services.
Proceedings of the 4th International Symposium on Multimedia Software Engineering, 2002
2001
Proceedings of the 8th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS 2001), 2001
1999
Proceedings of the 7th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS '99), 1999