Albert Y. Zomaya

Research interests

Publications

• An explainable deep learning-enabled intrusion detection framework in IoT networks

  Information Sciences · 2023 · 10.1016/j.ins.2023.119000

• Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions

  IEEE Communications Surveys & Tutorials · 2023 · 10.1109/comst.2023.3280465

• Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning

  IEEE Transactions on Computers · 2021 · 10.1109/tc.2021.3131040

• Reinforcement learning in sustainable energy and electric systems: a survey

  Annual Reviews in Control · 2020 · 10.1016/j.arcontrol.2020.03.001

• Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence

  IEEE Internet of Things Journal · 2020 · https://doi.org/10.1109/jiot.2020.2984887

• Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning

  IEEE Transactions on Parallel and Distributed Systems · 2020 · 10.1109/tpds.2020.3014896

• Temporal Convolutional Networks for the Advance Prediction of ENSO

  Scientific Reports · 2020 · 10.1038/s41598-020-65070-5

• Transaction Processing Performance Council

  Encyclopedia of Big Data Technologies · 2019 · 10.1007/978-3-319-77525-8_100350

• A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks

  IEEE Transactions on Network and Service Management · 2019 · 10.1109/tnsm.2019.2927886

• Blockchain for smart communities: Applications, challenges and opportunities

  Journal of Network and Computer Applications · 2019 · 10.1016/j.jnca.2019.06.018

• Federated Learning over Wireless Networks: Optimization Model Design and Analysis

  Journal · 2019 · https://doi.org/10.1109/infocom.2019.8737464

• Forecasting yield by integrating agrarian factors and machine learning models: A survey

  Computers and Electronics in Agriculture · 2018 · 10.1016/j.compag.2018.10.024

• A Manifesto for Future Generation Cloud Computing

  ACM Computing Surveys · 2018 · 10.1145/3241737

• A Survey of Mobile Device Virtualization

  ACM Computing Surveys · 2016 · 10.1145/2897164

• Remote sensing big data computing: Challenges and opportunities

  Future Generation Computer Systems · 2014 · https://doi.org/10.1016/j.future.2014.10.029

• A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

  Computing · 2014 · 10.1007/s00607-014-0407-8

• A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

  IEEE Transactions on Emerging Topics in Computing · 2014 · https://doi.org/10.1109/tetc.2014.2330519

• Computation Offloading for Service Workflow in Mobile Cloud Computing

  IEEE Transactions on Parallel and Distributed Systems · 2014 · 10.1109/tpds.2014.2381640

• A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems

  Journal of Parallel and Distributed Computing · 2011 · 10.1016/j.jpdc.2011.04.007

• Energy Conscious Scheduling for Distributed Computing Systems under Different Operating Conditions

  IEEE Transactions on Parallel and Distributed Systems · 2011 · 10.1109/tpds.2010.208

• A Taxonomy and Survey of Energy-Efficient Data Centers and Cloud Computing Systems

  Advances in computers · 2011 · https://doi.org/10.1016/b978-0-12-385512-1.00003-7

• A Review of Ensemble Methods in Bioinformatics

  Current Bioinformatics · 2010 · 10.2174/157489310794072508

• Energy efficient utilization of resources in cloud computing systems

  The Journal of Supercomputing · 2010 · 10.1007/s11227-010-0421-3

• Local information transfer as a spatiotemporal filter for complex systems

  Physical Review E · 2008 · 10.1103/physreve.77.026110

• Observations on using genetic algorithms for dynamic load-balancing

  IEEE Transactions on Parallel and Distributed Systems · 2001 · 10.1109/71.954620

Current projects

No projects listed.